• Evolving Fuzzy and Neuro-Fuzzy Approaches in Clustering, Regression, Identication, and Classication: A Survey. Skrjanc, I.; Iglesias, J.; Sanchis, A.; Leite, D.; Lughofer, E.; and Gomide, F. Information Sciences. 2019. 
  • Rule-based-expert system for detection of coffee rust warnings in colombian crops. Giron, E.; Corrales, D.; Avelino, J.; Iglesias, J. A.; and Corrales, J. Journal of Intelligent & Fuzzy Systems. 2019. to be published (March 2019)
  • Advances in Physical Agents – Proceedings of the 19th International Workshop of Physical Agents (WAF 2018), November 22-23, 2018, Madrid, Spain. Pizán, R. F.; Olaya, Á. G.; Lorente, M. P. S.; Martinez, J. A. I.; and Espino, A. L., editors. Volume 855, of Advances in Intelligent Systems and Computing.Springer. 2019.
  • Incremental clustering based on decomposed Cauchy-like density for imbalanced data classification from data stream. Igor Skrjanc, S. B.; and Leite, D. In 2019 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2019, New Orleans, United States, June 23-26, 2019, June 2018.
  • Measuring Diversity and Accuracy in ANN Ensembles. Lorente, M. P. S.; Alonso-Weber, J. M.; Giuliani, A.; Armano, G.; and Sanchis, A. In Proc. of CAEPIA’18, pages 108–117, Granada, Spain, 2018.
  • Fault Detection and Identification Methodology Under an Incremental Learning Framework Applied to Industrial Machinery. Carino, J. A.; Prieto, M. D.; Iglesias, J. A.; Sanchis, A.; Zurita, D.; Millán, M.; Redondo, J. A. O.; and de Jesús Romero-Troncoso, R. IEEE Access, 6: 49755–49766. 2018.
  • Opponent Modeling in RoboCup Soccer Simulation. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Advances in Physical Agents – Proceedings of the 19th International Workshop of Physical Agents (WAF 2018), November 22-23, 2018, Madrid, Spain, pages 303–316, 2018.
  • Volcanic Anomalies Detection Through Recursive Density Estimation. Gomez, J. E.; Corrales, D. C.; Lasso, E.; Iglesias, J. A.; and Corrales, J. C. In Advances in Soft Computing – 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22-27, 2018, Proceedings, Part I, pages 299–314, 2018.
  • Evolving cloud-based system for the recognition of drivers’ actions. Expert Systems with Applications, 99: 231–238. 2018.
  • Advances in Information and Communication Technologies for Adapting Agriculture to Climate Change II: Proceedings of the 2nd International Conference of ICT for Adapting Agriculture to Climate Change. of Advances in Intelligent Systems and Computing
  • Evolving cloud-based system for the recognition of drivers actions. Skrjanc, I.; Andonovski, G.; Ledezma, A.; Sipele, O.; Iglesias, J. A.; and Sanchis, A. Expert Systems with Applications. 2017.
  • Real-time Recognition of Calling Pattern and Behaviour of Mobile Phone Users through Anomaly Detection and Dynamically Evolving Clustering. Applied Sciences. Special Issue “Human Activity Recognition”, 7(8). 2017.
  • Monitoring of vulcano Purace through seismic signals: Description of a real dataset. Gomez, J. E.; Corrales, D. C.; Corrales, J. C.; Sanchis, A.; Ledezma, A.; and Iglesias, J. A. In Evolving and Adaptive Intelligent Systems (EAIS), 2017 IEEE Conference on, June 2017.
  • Evolving Cauchy possibilistic clustering based on cosine similarity for monitoring cyber systems. Skrjanc, I.; Sanchis, A.; Iglesias, J. A.; Ledezma, A.; and Dovzan, D. In Evolving and Adaptive Intelligent Systems (EAIS), 2017 IEEE Conference on, June 2017.
  • Cybernetics of the Mind: Learning Individual’s Perceptions Autonomously. IEEE Systems, Man, and Cybernetics Magazine, 3(2): 6-17.
  • Integration of context-aware conversational interfaces to develop practical applications for mobile devices. Griol, D.; Molina, J. M.; and Sanchis, A. Journal of Ambient Intelligence and Smart Environments, 9(5): 561–577. 2017.
  • A Proposal to Enhance Human-Machine Interaction by Means of Multi-agent Conversational Interfaces. Griol, D.; de Miguel, A. S.; and Molina, J. M. In Proc. of HAIS’2017 Conference, pages 565–576, 2017.
  • A Data-Driven Approach to Dialog Structure Modeling. Griol, D.; de Miguel, A. S.; and Molina, J. M. In Proc. of SOCO-CISIS-ICEUTE’2017 Conference, pages 266–275, 2017.
  • A Proposal to Integrate Conversational Interfaces in Mobile Learning Applications. Griol, D.; de Miguel, A. S.; and Molina, J. M. In Proc. of SOCO-CISIS-ICEUTE’2017 Conference, pages 695–705, 2017.
  • Forecasting Univariate Time Series by Input Transformation and Selection of the Suitable Model. Gutierrez, G.; Sesmero-Lorente, M.; and Sanchis, A. In Proc. of IWANN’2017 Conference, pages 210–221, 2017.
  • Intelligent Agents for Supporting Driving Tasks: An Ontology-based Alarms System. Zamora, V.; Sipele, O.; Ledezma, A.; and Sanchis, A. In Proc. of VEHITS’2017 Conference, pages 165–172, 2017.
  • Water quality detection based on a data mining process on the California estuary. Castillo, E.; Corrales, D. C.; Lasso, E.; Ledezma, A.; and Corrales, J. C. International Journal of Business Intelligence and Data Mining, 12(4): 165–172. 2017.
  • Data Preprocessing to Enhance Flow Forecasting in a Tropical River Basin. Simmonds, J.; Gomez, J. A.; and Ledezma, A. In Proc. of EANN’2017 Conference, pages 429–440, 2017.
  • Lack of Data: Is It Enough Estimating the Coffee Rust with Meteorological Time Series?. Corrales, D. C.; Gutierrez, G.; Rodriguez, J. P.; Ledezma, A.; and Corrales, J. C. In Proc. of ICCSA’2017 Conference, pages 3–16, 2017.
  • Social Network Analysis: Evolving Twitter Mining. Iglesias, J. A.; Garcia-Cueva, A.; Ledezma, A.; and Sanchis, A. In 2016 International Conference on Systems, Man, and Cybernetics, SMC 2016, Budapest, Hungary, October 9-12, 2016, pages 1809–1814, 2016.
  • Parallel Computing TEDA for High Frequency Streaming Data Clustering. Gu, X.; Angelov, P.; Gutierrez, G.; Iglesias, J. A.; and Sanchis, A. In Advances in Big Data – INNS Conference on Big Data, pages 238–253, 2016.
  • A framework for improving error detection and correction in spoken dialog systems. Griol, D.; and Molina, J. M. Soft Computing, 20(11): 4229–4241. 2016.
  • Which Is the Most Appropriate Response? Combining Decision-Support Systems and Conversational Interfaces. Griol, D.; and Molina, J. M. In Proc. of DCAI’16, pages 395–402, Sevilla, Spain, 2016.
  • Providing Advanced Touristic Services by Means of Augmented Reality and Multimodal Dialog. Griol, D.; and Molina, J. M. In Proc. of ISAMI’16, pages 97–104, Sevilla, Spain, 2016.
  • A Multiagent-Based Technique for Dialog Management in Conversational Interfaces. Griol, D.; and Molina, J. M. In Proc. of PAAMS’16, pages 121–132, Sevilla, Spain, 2016.
  • Providing Entertainment Services by Means of a User-Adapted Multimodal App. Griol, D.; and Molina, J. M. In Proc. of PAAMS’16, pages 269–272, Sevilla, Spain, 2016.
  • Measuring Heterogeneous User Behaviors During the Interaction with Dialog Systems. Griol, D.; and Molina, J. M. In Proc. of PAAMS’16 – ISCIF Workshop, pages 289-300, Sevilla, Spain, 2016.
  • Military Usages of Speech and Language Technologies: A Review. Griol, D.; Garcia-Herrero, J.; and Molina, J. M. Meeting Security Challenges Through Data Analytics and Decision Support, pages 44-68. IOS Press, 2016.
  • Autonomously evolving classifier TEDAClass. Kangin, D.; Angelov, P.; and Iglesias, J. A.Information Sciences , 366: 1 – 11. 2016.
  • Evolving Fuzzy and Neuro-Fuzzy Approaches in Clustering, Regression, Identication, and Classication: A Survey. Skrjanc, I.; Iglesias, J.; Sanchis, A.; Leite, D.; Lughofer, E.; and Gomide, F. Information Sciences. 2019. 
  • Rule-based-expert system for detection of coffee rust warnings in colombian crops. Giron, E.; Corrales, D.; Avelino, J.; Iglesias, J. A.; and Corrales, J. Journal of Intelligent & Fuzzy Systems. 2019. to be published (March 2019)
  • Advances in Physical Agents – Proceedings of the 19th International Workshop of Physical Agents (WAF 2018), November 22-23, 2018, Madrid, Spain. Pizán, R. F.; Olaya, Á. G.; Lorente, M. P. S.; Martinez, J. A. I.; and Espino, A. L., editors. Volume 855, of Advances in Intelligent Systems and Computing.Springer. 2019.
  • Incremental clustering based on decomposed Cauchy-like density for imbalanced data classification from data stream. Igor Skrjanc, S. B.; and Leite, D. In 2019 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2019, New Orleans, United States, June 23-26, 2019, June 2018.
  • Measuring Diversity and Accuracy in ANN Ensembles. Lorente, M. P. S.; Alonso-Weber, J. M.; Giuliani, A.; Armano, G.; and Sanchis, A. In Proc. of CAEPIA’18, pages 108–117, Granada, Spain, 2018.
  • Fault Detection and Identification Methodology Under an Incremental Learning Framework Applied to Industrial Machinery. Carino, J. A.; Prieto, M. D.; Iglesias, J. A.; Sanchis, A.; Zurita, D.; Millán, M.; Redondo, J. A. O.; and de Jesús Romero-Troncoso, R. IEEE Access, 6: 49755–49766. 2018.
  • Opponent Modeling in RoboCup Soccer Simulation. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Advances in Physical Agents – Proceedings of the 19th International Workshop of Physical Agents (WAF 2018), November 22-23, 2018, Madrid, Spain, pages 303–316, 2018.
  • Volcanic Anomalies Detection Through Recursive Density Estimation. Gomez, J. E.; Corrales, D. C.; Lasso, E.; Iglesias, J. A.; and Corrales, J. C. In Advances in Soft Computing – 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22-27, 2018, Proceedings, Part I, pages 299–314, 2018.
  • Evolving cloud-based system for the recognition of drivers’ actions. Expert Systems with Applications, 99: 231–238. 2018.
  • Advances in Information and Communication Technologies for Adapting Agriculture to Climate Change II: Proceedings of the 2nd International Conference of ICT for Adapting Agriculture to Climate Change. of Advances in Intelligent Systems and Computing
  • Evolving cloud-based system for the recognition of drivers actions. Skrjanc, I.; Andonovski, G.; Ledezma, A.; Sipele, O.; Iglesias, J. A.; and Sanchis, A. Expert Systems with Applications. 2017.
  • Real-time Recognition of Calling Pattern and Behaviour of Mobile Phone Users through Anomaly Detection and Dynamically Evolving Clustering. Applied Sciences. Special Issue “Human Activity Recognition”, 7(8). 2017.
  • Monitoring of vulcano Purace through seismic signals: Description of a real dataset. Gomez, J. E.; Corrales, D. C.; Corrales, J. C.; Sanchis, A.; Ledezma, A.; and Iglesias, J. A. In Evolving and Adaptive Intelligent Systems (EAIS), 2017 IEEE Conference on, June 2017.
  • Evolving Cauchy possibilistic clustering based on cosine similarity for monitoring cyber systems. Skrjanc, I.; Sanchis, A.; Iglesias, J. A.; Ledezma, A.; and Dovzan, D. In Evolving and Adaptive Intelligent Systems (EAIS), 2017 IEEE Conference on, June 2017.
  • Cybernetics of the Mind: Learning Individual’s Perceptions Autonomously. IEEE Systems, Man, and Cybernetics Magazine, 3(2): 6-17.
  • Integration of context-aware conversational interfaces to develop practical applications for mobile devices. Griol, D.; Molina, J. M.; and Sanchis, A. Journal of Ambient Intelligence and Smart Environments, 9(5): 561–577. 2017.
  • A Proposal to Enhance Human-Machine Interaction by Means of Multi-agent Conversational Interfaces. Griol, D.; de Miguel, A. S.; and Molina, J. M. In Proc. of HAIS’2017 Conference, pages 565–576, 2017.
  • A Data-Driven Approach to Dialog Structure Modeling. Griol, D.; de Miguel, A. S.; and Molina, J. M. In Proc. of SOCO-CISIS-ICEUTE’2017 Conference, pages 266–275, 2017.
  • A Proposal to Integrate Conversational Interfaces in Mobile Learning Applications. Griol, D.; de Miguel, A. S.; and Molina, J. M. In Proc. of SOCO-CISIS-ICEUTE’2017 Conference, pages 695–705, 2017.
  • Forecasting Univariate Time Series by Input Transformation and Selection of the Suitable Model. Gutierrez, G.; Sesmero-Lorente, M.; and Sanchis, A. In Proc. of IWANN’2017 Conference, pages 210–221, 2017.
  • Intelligent Agents for Supporting Driving Tasks: An Ontology-based Alarms System. Zamora, V.; Sipele, O.; Ledezma, A.; and Sanchis, A. In Proc. of VEHITS’2017 Conference, pages 165–172, 2017.
  • Water quality detection based on a data mining process on the California estuary. Castillo, E.; Corrales, D. C.; Lasso, E.; Ledezma, A.; and Corrales, J. C. International Journal of Business Intelligence and Data Mining, 12(4): 165–172. 2017.
  • Data Preprocessing to Enhance Flow Forecasting in a Tropical River Basin. Simmonds, J.; Gomez, J. A.; and Ledezma, A. In Proc. of EANN’2017 Conference, pages 429–440, 2017.
  • Lack of Data: Is It Enough Estimating the Coffee Rust with Meteorological Time Series?. Corrales, D. C.; Gutierrez, G.; Rodriguez, J. P.; Ledezma, A.; and Corrales, J. C. In Proc. of ICCSA’2017 Conference, pages 3–16, 2017.
  • Social Network Analysis: Evolving Twitter Mining. Iglesias, J. A.; Garcia-Cueva, A.; Ledezma, A.; and Sanchis, A. In 2016 International Conference on Systems, Man, and Cybernetics, SMC 2016, Budapest, Hungary, October 9-12, 2016, pages 1809–1814, 2016.
  • Parallel Computing TEDA for High Frequency Streaming Data Clustering. Gu, X.; Angelov, P.; Gutierrez, G.; Iglesias, J. A.; and Sanchis, A. In Advances in Big Data – INNS Conference on Big Data, pages 238–253, 2016.
  • A framework for improving error detection and correction in spoken dialog systems. Griol, D.; and Molina, J. M. Soft Computing, 20(11): 4229–4241. 2016.
  • Which Is the Most Appropriate Response? Combining Decision-Support Systems and Conversational Interfaces. Griol, D.; and Molina, J. M. In Proc. of DCAI’16, pages 395–402, Sevilla, Spain, 2016.
  • Providing Advanced Touristic Services by Means of Augmented Reality and Multimodal Dialog. Griol, D.; and Molina, J. M. In Proc. of ISAMI’16, pages 97–104, Sevilla, Spain, 2016.
  • A Multiagent-Based Technique for Dialog Management in Conversational Interfaces. Griol, D.; and Molina, J. M. In Proc. of PAAMS’16, pages 121–132, Sevilla, Spain, 2016.
  • Providing Entertainment Services by Means of a User-Adapted Multimodal App. Griol, D.; and Molina, J. M. In Proc. of PAAMS’16, pages 269–272, Sevilla, Spain, 2016.
  • Measuring Heterogeneous User Behaviors During the Interaction with Dialog Systems. Griol, D.; and Molina, J. M. In Proc. of PAAMS’16 – ISCIF Workshop, pages 289-300, Sevilla, Spain, 2016.
  • Military Usages of Speech and Language Technologies: A Review. Griol, D.; Garcia-Herrero, J.; and Molina, J. M. Meeting Security Challenges Through Data Analytics and Decision Support, pages 44-68. IOS Press, 2016.
  • Autonomously evolving classifier TEDAClass. Kangin, D.; Angelov, P.; and Iglesias, J. A.Information Sciences , 366: 1 – 11. 2016.
  • Autonomous Data Density based Clustering Method. Angelov, P. P.; Gu, X.; Gutierrez, G.; Iglesias, J. A.; and Sanchis, A. In IEEE WCCI 2016 (IJCNN), Vancouver, Canada, 24-29 July 2016, 2016. to be published
  • A Two-stage Combining Classifier Model for the Development of Adaptive Dialog Systems. Griol, D.; Iglesias, J. A.Ledezma, A.; and Sanchis, A. International Journal of Neural Systems, 26(1). 2016.
  • Web news mining in an evolving framework. Iglesias, J. A.; Tiemblo, A.; Ledezma, A.; and Sanchis, A. Information Fusion, 28: 90–98. 2016.
  • An Ensemble-Based Classification Approach to Model Human-Machine Dialogs. Griol, D.; and Sanchis, A. Lecture Notes in Computer Science. Proc. of 16th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2015), 9422: 224–233. 2015.
  • Combining several user models to improve and adapt the dialog management process in spoken dialog systems. Griol, D.; Molina, J. M.; Sanchis, A.; and Callejas, Z. Lecture Notes in Artificial Intelligence. Proc. of Future and Emerging Trends in Language Technology ( FETLT 2015), 9577: 65–76. 2015.
  • An approach to Sentiment Analysis for mobile speech applications. Griol, D.; Molina, J. M.; Sanchis, A.; and Callejas, Z. Lecture Notes in Artificial Intelligence. Proc. of Future and Emerging Trends in Language Technology (FETLT 2015), 9577: 96–107. 2015.
  • Evolving Classifier TEDAClass for Big Data. Kangin, D.; Angelov, P. P.; Iglesias, J. A.; and Sanchis, A. In INNS Conference on Big Data 2015, San Francisco, CA, USA, 8-10 August 2015, pages 9–18, 2015.
  • Preface. Mouchaweh, M. S.; Fleury, A.; Angelov, P. P.; Lughofer, E.; and Iglesias, J. A. In 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2015, Douai, France, December 1-3, 2015, pages 1–2, 2015.
  • Input Transformation and Output Combination for Improved Handwritten Digit Recognition. Alonso-Weber, J.; Sesmero, M.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. In Koprinkova-Hristova, P.; Mladenov, V.; and Kasabov, N. K, editor(s), Artificial Neural Networks SE – 21, volume 4, of Springer Series in Bio-/Neuroinformatics, pages 435–443. Springer International Publishing, 2015.
  • An ensemble approach of dual base learners for multi-class classification problems. Sesmero, M.; Alonso-Weber, J. M.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. Information Fusion, 24: 122–136. 2015.
  • Generating ensembles of heterogeneous classifiers using Stacked Generalization. Sesmero, M.; Ledezma, A.; and Sanchis, A. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 5(February): 21–34. 2015.
  • Sensor-based Bayesian detection of anomalous living patterns in a home setting. Ordóñez, F. J.; de Toledo, P.; and Sanchis, A. Personal and Ubiquitous Computing, 19(2): 259–270. 2015.
  • Desarrollo de entornos de aprendizaje avanzados mediante los mundos virtuales inmersivos. Griol, D.; and Sanchis, A. In Proc. of CUICIID’14, 2014.
  • Developing Intelligent Learning Environments by means of Immersive Virtual Worlds. Griol, D.; and Sanchis, A. In Proc. of International Congress on Education, Innovation and Learning Technologies (ICEILT’14), 2014.
  • Multimodal Dialog Systems to Facilitate and Adapted and Inclusive Education. Griol, D.; and Sanchis, A. In Proc. of International Congress on Education, Innovation and Learning Technologies (ICEILT’14), 2014.
  • Using Virtual Worlds to Create Enhanced Learning Environments. Comunicaci�n actual: redes sociales y lo 2.0 y 3.0, pages 311–322. 2014.
  • Influence of the data codification when applying evolving classifiers to develop spoken dialog systems. Iglesias, J.; Griol, D.; Ledezma, A.; and Sanchis, A. In Evolving and Autonomous Learning Systems (EALS), 2014 IEEE Symposium on, pages 58-64, Dec 2014.
  • doilinkbibtex An ensemble method based on evolving classifiers: eStacking. Iglesias, J.Ledezma, A.; and Sanchis, A. In Evolving and Autonomous Learning Systems (EALS), 2014 IEEE Symposium on, pages 124-131, Dec 2014.
  • doilinkbibtex Evolving classification of UNIX users behaviors. Iglesias, J.Ledezma, A.; and Sanchis, A. Evolving Systems, 5(4): 231-238. 2014.
  • doilinkbibtex    3 downloads  Special Issue: Applications, results and future direction (EAIS 12). Iglesias, J. A.; and Skrjanc, I. Evolving Systems, 5(1): 1-2. 2014.
  • doilinkbibtex Special issue: applications, results & future direction (EAIS 12): 2. Iglesias, J. A.; and Skrjanc, I. Evolving Systems, 5(2): 73–74. 2
  • doilinkbibtex    2 downloads  A dialog management methodology based on evolving Fuzzy-rule-based (FRB) classifiers. Griol, D.; Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Evolving and Adaptive Intelligent Systems (EAIS), 2014 IEEE Conference on, pages 1-8, June 2014.
  • doilinkbibtex Time series forecasting using Artificial Neural Networks vs. evolving models. Iglesias, J. A.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. In Evolving and Adaptive Intelligent Systems (EAIS), 2014 IEEE Conference on, pages 1-7, June 2014.
  • doilinkbibtex Intelligent Promotions Recommendation System for Instaprom Platform. Pozo, M. M.; Iglesias, J. A.; and Ledezma, A. I. In Intelligent Data Engineering and Automated Learning – IDEAL 2014, pages 231–238, 2014.
  • linkbibtex    2 downloads  News Mining Using Evolving Fuzzy Systems. Iglesias, J. A.; Tiemblo, A.; Ledezma, A. I.; and Sanchis, A. In Intelligent Data Engineering and Automated Learning – IDEAL 2014, pages 327–335, 2014.
  • linkbibtex    2 downloads  A recurrent meta-cognitive-based Scaffolding classifier from data streams. Pratama, M.; Lu, J.; Anavatti, S.; and Iglesias, J. In Evolving and Autonomous Learning Systems (EALS), 2014 IEEE Symposium on, pages 132-139, Dec 2014.
  • doilinkbibtex Utilización de las Tecnologías del Habla y de los Mundos Virtuales para el Desarrollo de Aplicaciones Educativas. Griol, D.; Sanchis, A.; Molina, J. M.; and Callejas, Z. Procesamiento del Lenguaje Natural, 53: 167–170. 2014.
  • linkbibtex Developing Multimodal Conversational Agents: From the Use of VoiceXML to Android-Based Applications. Griol, D.; Molina, J. M.; and Sanchis de Miguel, A. In Advances in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection – 12th International Conference, PAAMS 2014, Salamanca, Spain, June 4-6, 2014. Proceedings, pages 335–338, 2014.
  • doilinkbibtex Domain and Subtask-Adaptive Conversational Agents to Provide an Enhanced Human-Agent Interaction. Griol, D.; Molina, J. M.; and Sanchis de Miguel, A. In Advances in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection – 12th International Conference, PAAMS 2014, Salamanca, Spain, June 4-6, 2014. Proceedings, pages 134–145, 2014.
  • doilinkbibtex Giving Voice to the Internet by Means of Conversational Agents. Griol, D.; Sanchis de Miguel, A.; and Molina, J. M. In Intelligent Data Engineering and Automated Learning – IDEAL 2014 – 15th International Conference, Salamanca, Spain, September 10-12, 2014. Proceedings, pages 441–448, 2014.
  • doilinkbibtex The Geranium System: Multimodal Conversational Agents for E-learning. Griol, D.; Molina, J. M.; and Sanchis de Miguel, A. In Distributed Computing and Artificial Intelligence, 11th International Conference, DCAI 2014, Salamanca, Spain, June 4-6, 2014, pages 219–226, 2014.
  • doilinkbibtex A Proposal for Processing and Fusioning Multiple Information Sources in Multimodal Dialog Systems. Griol, D.; Molina, J. M.; and Herrero, J. G. In Highlights of Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection – PAAMS 2014 International Workshops, Salamanca, Spain, June 4-6, 2014. Proceedings, pages 167–178, 2014.
  • doilinkbibtex Processing and fusioning multiple heterogeneous information sources in multimodal dialog systems. Griol, D.; Molina, J. M.; and Herrero, J. G. In 17th International Conference on Information Fusion, FUSION 2014, Salamanca, Spain, July 7-10, 2014, pages 1–6, 2014.
  • linkbibtex An approach to develop intelligent learning environments by means of immersive virtual worlds. Griol, D.; Molina, J. M.; and Callejas, Z. JAISE, 6(2): 237–255. 2014.
  • doilinkbibtex Modeling the user state for context-aware spoken interaction in ambient assisted living. Griol, D.; Molina, J. M.; and Callejas, Z. Appl. Intell., 40(4): 749–771. 2014.
  • doilinkbibtex A Practical Application of Evolving Fuzzy-Rule-Based Classifiers for the Development of Spoken Dialog Systems. Griol, D.; Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Artificial Intelligence Applications and Innovations – 10th IFIP WG 12.5 International Conference, AIAI 2014, Rhodes, Greece, September 19-21, 2014. Proceedings, pages 307–316, 2014.
  • doilinkbibtex    1 download  A novel approach for data fusion and dialog management in user-adapted multimodal dialog systems. Griol, D.; Herrero, J. G.; and Molina, J. M. In 17th International Conference on Information Fusion, FUSION 2014, Salamanca, Spain, July 7-10, 2014, pages 1–7, 2014.
  • linkbibtex Desarrollo de portales de voz municipales interactivos y adaptados al usuario. Griol, D.; García-Jiménez, M.; Molina, J. M.; and Sanchis, A. Procesamiento del Lenguaje Natural, 53: 185–188. 2014.
  • linkbibtex A domain-independent statistical methodology for dialog management in spoken dialog systems. Griol, D.; Callejas, Z.; López-Cózar, R.; and Riccardi, G. Computer Speech & Language, 28(3): 743–768. 2014.
  • doilinkbibtex A Multimodal Conversational Agent for Personalized Language Learning. Griol, D.; Baena, I.; Molina, J. M.; and Sanchis de Miguel, A. In Ambient Intelligence – Software and Applications – 5th International Symposium on Ambient Intelligence, ISAmI 2014, Salamanca, Spain, June 4-6, 2014, pages 13–21, 2014.
  • doilinkbibtex A Virtual Coach for Active Ageing Based on Sentient Computing and m-health. Callejas, Z.; Griol, D.; McTear, M. F.; and López-Cózar, R. In Ambient Assisted Living and Daily Activities – 6th International Work-Conference, IWAAL 2014, Belfast, UK, December 2-5, 2014. Proceedings, pages 59–66, 2014.
  • doilinkbibtex A framework for the assessment of synthetic personalities according to user perception. Callejas, Z.; Griol, D.; and López-Cózar, R. Int. J. Hum.-Comput. Stud., 72(7): 567–583. 2014.
  • doilinkbibtex Simul-A2: Agent-based simulator for evaluate ADA systems. Vernaza, A.; Ledezma, A.; and Sanchis, A. In 17th International Conference on Information Fusion, FUSION 2014, Salamanca, Spain, July 7-10, 2014, pages 1–7, 2014.
  • linkbibtex Predicting Protein Relationshipsto Human Pathways througha Relational Learning ApproachBased on Simple Sequence Features. Jiménez, B. G.; Pons, T.; Sanchis, A.; and Valencia, A. IEEE/ACM Trans. Comput. Biology Bioinform., 11(4): 753–765. 2014.
  • doilinkbibtex Agent-based framework for Advanced Driver Assistance Systems in urban environments. Gutierrez, G.; Iglesias, J. A.; Ord’o~nez, F. J.; Ledezma, A.; and Sanchis, A. In 17th International Conference on Information Fusion, FUSION 2014, Salamanca, Spain, July 7-10, 2014, pages 1–8, 2014.
  • linkbibtex    1 download  In-Home Activity Recognition: Bayesian Inference for Hidden Markov Models. Ordóñez, F. J.; Englebienne, G.; de Toledo, P.; van Kasteren, T.; Sanchis, A.; and Kröse, B. J. A. IEEE Pervasive Computing, 13(3): 67–75. 2014.
  • doilinkbibtex CCE: An Approach to Improve the Accuracy in Ensembles by Using Diverse Base Learners. Sesmero, M.; Alonso-Weber, J.; Gutierrez, G.; and Sanchis, A. Hybrid Artificial Intelligence Systems. Proceedings 9th International Conference on Hybrid Artificial Intelligence Systems, HAIS 2014,630–641. 2014.
  • doilinkbibtex abstract Combining additive input noise annealing and pattern transformations for improved handwritten character recognition. Alonso-Weber, J. M.; Sesmero, M. P.; and Sanchis, A. Expert Syst. Appl., 41(18): 8180–8188. 2014.
  • doilinkbibtex     2013 (14)Usability and Interoperability in Wireless Sensor Networks for Patient Telemonitoring in Chronic Disease Management. Jiménez-Fernández, S.; de Toledo, P.; and del Pozo, F. IEEE Trans. Biomed. Engineering, 60(12): 3331–3339. 2013.
  • doilinkbibtex Analyzing the structure of ensembles based-on evolving classifiers. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Proceedings of FINO/CAEPIA 2013, September 2013.
  • linkbibtex Handwritten Digit Recognition with Pattern Transformations and Neural Network Averaging. Alonso-Weber, J. M.; Sesmero, M. P.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. In Mladenov, V.; Koprinkova-Hristova, P. D.; Palm, G.; Villa, A. E. P.; Appollini, B.; and Kasabov, N., editor(s), ICANN, volume 8131, of Lecture Notes in Computer Science, pages 335-342, 2013. Springer
  • linkbibtex Evolving Systems for Computer User Behavior Classification. Iglesias, J.Ledezma, A.; and Sanchis, A. In Evolving and Adaptive Intelligent Systems (EAIS), 2013 IEEE Symposium on, pages 78-83, April 2013.
  • doilinkbibtex    1 download  Ensemble Method Based on Individual Evolving Classifiers. Iglesias, J.Ledezma, A.; and Sanchis, A. In Evolving and Adaptive Intelligent Systems (EAIS), 2013 IEEE Symposium on, pages 56-61, April 2013.
  • doilinkbibtex Online activity recognition using evolving classifiers. Ordonez, F. J.; Iglesias, J. A.; de Toledo, P.; Ledezma, A.; and Sanchis, A. Expert Systems with Applications, 40(4): 1248-1255. 2013.
  • linkbibtex Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble. Peralta, J.; Cortez, P.; Gutierrez, G.; and de Miguel, A. S. Neurocomputing , 109: 27 – 32. 2013. New trends on Soft Computing Models in Industrial and Environmental Applications A selection of extended and updated papers from the \SOCO\ 2011 International Conference
  • doilinkbibtex Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm. Peralta, J.; Li, X.; Gutierrez, G.; and Sanchis de Miguel, A. Neural Computing and Applications, 22(1): 11-20. 2013.
  • doilinkbibtex A statistical simulation technique to develop and evaluate conversational agents. Griol, D.; Carbó, J.; and Molina, J. AI Communication, 26(4): 355–371. 2013.
  • linkbibtex An Automatic Dialog Simulation Technique to Develop and Evaluate Interactive Conversational Agents. Griol, D.; Carbó, J.; and Molina, J. Applied Artificial Intelligence, 27(9): 759–780. 2013.
  • linkbibtex Bringing context-aware access to the web through spoken interaction. Griol, D.; Carbó, J.; and Molina, J. Applied Intelligence, 38(4): 620–640. 2013.
  • linkbibtex A domain-independent statistical methodology for dialog management in spoken dialog systems. Griol, D.; Callejas, Z.; López-Cózar, R.; and Riccardi, G. Computer Speech and Language, 28(3): 743–-768. 2013.
  • linkbibtex Providing personalized Internet services by means of context-aware spoken dialogue systems. Griol, D.; Molina, J.; and Callejas, Z. Journal of Ambient Intelligence and Smart Environments, 5(1): 23–45. 2013.
  • linkbibtex Activity Recognition Using Hybrid Generative/Discriminative Models on Home Environments Using Binary Sensors. Ordóñez, F. J.; de Toledo, P.; and Sanchis, A. Sensors, 13(5): 5460–5477. 2013.
  • doilinkbibtex     2012 (20)Towards the Use of Dialog Systems to Facilitate Inclusive Education. Technologies for Inclusive Education: Beyond Traditional Integration Approaches, pages 1–21. 2012.
  • linkbibtex A Machine Consciousness Approach to the Design of Human-Like Bots. Arrabales, R.; Muñoz, J.; Ledezma, A.; Gutierrez, G.; and Sanchis, A. In Hingston, P., editor(s), Believable Bots, pages 171-191. Springer Berlin Heidelberg, 2012.
  • doilinkbibtex Data Mining for User Modeling. Martinez, J. A. I.; Espino, A. L.; and Sanchis de Miguel, A. International Journal of Organizational and Collective Intelligence, 3(1): 35–51. January 2012.
  • doilinkbibtex Evolving activity recognition from sensor streams. Iglesias, J.; Ordonez, F.; Ledezma, A.; de Toledo, P.; and Sanchis, A. In Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on, pages 96–101, may 2012.
  • doilinkbibtex User modeling in changeable environments. Iglesias, J.; and Garcia-Cuesta, E. In Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on, pages 182–185, may 2012.
  • doilinkbibtex    1 download  Design and Tuning of Fuzzy Systems. Angelov, P.; and Iglesias, J. A. Encyclopedia of Life Support Systems. of Unesco, E. O. L. S. S. P., editor(s). 2012.
  • linkbibtex User modeling: Through statistical analysis and subspace learning. Garcia-Cuesta, E.; and Iglesias, J. A.Expert Systems with Applications, 39(5): 5243–5250. 2012.
  • doilinkbibtex    1 download  Creating Evolving User Behavior Profiles Automatically. Iglesias, J.; Angelov, P.; Ledezma, A.; and Sanchis, A. Knowledge and Data Engineering, IEEE Transactions on, 24(5): 854–867. may 2012.
  • doilinkbibtex    3 downloads  Time Series Forecasting. A Comparative Study Between an Evolving Artificial Neural Networks System and Statistical Methods. Peralta, J.; Gutierrez, G.; and de Miguel, A. S. International Journal on Artificial Intelligence Tools, 21(1): 1250010. 2012.
  • doilinkbibtex Parallelization of an Evolving Artificial Neural Networks System to Forecast Time Series using OPENMP and MPI. Borja Prior, J. P.; and Paulo Cortez, G. G. In IEEE Conference on Evolving and Adaptive Intelligent Systems, pages 186-191, 2012.
  • linkbibtex A Proposal to Create Learning Environments in Virtual Worlds Integrating Advanced Educative Resources. Griol, D.; Molina, J.; Sanchis, A.; and Callejas, Z. Journal of Universal Computer Science, 18(18): 2516–2541. 2012.
  • linkbibtex Bringing together commercial and academic perspectives for the development of intelligent AmI interfaces. Griol, D.; Molina, J.; and Callejas, Z. Journal of Ambient Intelligence and Smart Environments, 4: 183–207. 2012.
  • linkbibtex Merging Intention and Emotion to Develop Adaptive Dialogue Systems. Callejas, Z.; Griol, D.; and López-Cózar, R. In Proceedings of IberSPEECH 2012, pages 168-177, 2012.
  • linkbibtex Modelling a spoken dialog system using POMDPs and agenda-based user simulation. Griol, D.; Molina, J.; Sanchis, A.; and Callejas, Z. In Proceedings of IberSPEECH 2012, pages 183–193, 2012.
  • linkbibtex Interactive and User-Adapted Voice Portals for the City Council. Griol, D.; García-Jiménez, M.; Molina, J.; and de Miguel, A. S. In Proceedings of IberSPEECH 2012, pages 395–399, 2012.
  • linkbibtex The MovieScript System: Integration of Statistical Methodologies and the VoiceXML standard to develop spoken dialog systems. Griol, D.; Fernández-Vallejo, M.; Molina, J.; and de Miguel, A. S. In Proceedings of IberSPEECH 2012, pages 400–404, 2012.
  • linkbibtex Griol, D.; Callejas, Z.; Molina, J.; and de Miguel, A. S. Towards the Use of Dialog Systems to Facilitate Inclusive Education. IGI Global, 2012.
  • linkbibtex A Hybrid HMM/ANN Model for Activity Recognition in the Home Using Binary Sensors. Ordóñez, F. J.; Duque, A.; de Toledo, P.; and Sanchis, A. In IWAAL, pages 98-105, 2012.
  • linkbibtex Remote Mobile Monitoring of Wireless Sensor Networks for Ambient Assisted Living. Ordóñez, F. J.; Duque, A.; de Toledo, P.; and Sanchis, A. In XXX Congreso Anual de la Sociedad Española de Ingeniería Biomédica, 2012.
  • linkbibtex Offline and Online Activity Recognition on Mobile Devices Using Accelerometer Data. Duque, A.; Ordóñez, F. J.; de Toledo, P.; and Sanchis, A. In IWAAL, pages 208-215, 2012.
  • linkbibtex     2011 (16)Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods. Juan Peralta, M. S.; and Paulo cortez , L. V. In Proceedings of 7th conference of the European Society for Fuzzy Logic and Technology, EUSFLAT-2011, pages 464-471, 2011.
  • linkbibtex Evolving time-lagged feedforward neural networks for time series forecasting. Peralta, J.; Cortez, P.; Sanchis de Miguel, A.; and Gutierrez, G. In Krasnogor, N.; and Lanzi, P. L., editor(s), GECCO (Companion), pages 163-164, 2011. ACM
  • linkbibtex Evolving Sparsely Connected Neural Networks for Multi-Step Ahead Forecasting. J. Peralta, P. C.; and G. Gutierrez, A. S. In Krasnogor, N.; and Lanzi, P. L., editor(s), GECCO (Companion), pages 163-164, 2011. ACM
  • linkbibtex A Skeletonizing Reconfigurable Self-Organizing Model: Validation Through Text Recognition. Alonso-Weber, J. M.; and Sanchis, A. Neural Processing Letters, 34(1): 39-58. 2011.
  • linkbibtex Evolving Human Activity Classifier From Sensor Streams. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. In Proceedings of the Evolving and Adaptive Intelligent Systems (EAIS-2011), pages 139–146, April 2011.
  • linkbibtex abstract    1 download  Creating Evolving User Behavior Profiles Automatically. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. IEEE Transactions on Knowledge and Data Engineering. 2011. In Press
  • linkbibtex abstract A Plan Classifier Based on Chi-Square Distribution Tests. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. Intelligent Data Analysis, 15: 131-149. 2011.
  • linkbibtex abstract Arrabales, R.; Muñoz, J.; Ledezma, A.; and Sanchis, A. of Believable Bots. A Machine Consciousness Approach to the Design of human-like bots. Springer, 2011.
  • linkbibtex Arrabales, R.; Muñoz, J.; Ledezma, A.; and Sanchis, A. of Believable Bots. ConsScale FPS: Cognitive Integration for Improved Believability in Computer Game Bots. Springer, 2011.
  • linkbibtex Weighted Cross-Validation Evolving Artificial Neural Networks to Forecast Time Series. Peralta, J.; Cortez, P.; Gutierrez, G.; and Sanchis, A. In SOCO, pages 147-154, 2011.
  • linkbibtex Evolving sparsely connected neural networks for multi-step ahead forecasting. Peralta, J.; Cortez, P.; Gutierrez, G.; and Sanchis, A. In GECCO (Companion), pages 219-220, 2011.
  • linkbibtex Evolving time-lagged feedforward neural networks for time series forecasting. Peralta, J.; Cortez, P.; Gutierrez, G.; and Sanchis, A. In GECCO (Companion), pages 163-164, 2011.
  • linkbibtex Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods. Stepnicka, M.; Peralta, J.; Cortez, P.; Vavríková, L.; and Gutierrez, G. In EUSFLAT, pages 464 – 471, 2011.
  • linkbibtex Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm. Peralta, J.; Li, X.; Gutierrez, G.; and Sanchis, A. . 2011.
  • linkbibtex Towards Gaze-Controlled Platform Games. Muñoz, J.; Yannakakis, G. N.; Mulvey, F.; Hansen, D. W.; Gutierrez, G.; and Sanchis, A. In Proceedings 2011 IEEE Conference on Computational Intelligence and Games, September 2011.
  • doilinkbibtex Model of Emotions and Personality in a Machine Consciousness Architecture. Muñoz, J.; Gutierrez, G.; and Sanchis, A. In ReteCog.Net 2011 Workshop: The architectures of Mind, July 2011.
  • linkbibtex     2010 (21)A new artificial neural network ensemble based on feature selection and class recoding. Sesmero, M. P.; Alonso-Weber, J.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. Neural Computing & Applications,1-13. 2010. 10.1007/s00521-010-0458-5
  • linkbibtex Human activity recognition based on Evolving Fuzzy Systems. Jose Antonio Iglesias, P. A.; and Sanchis, A. International Journal of Neural Systems, 20: 355-364. 2010.
  • linkbibtex abstract Evolving classification of agents behaviors: a general approach. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. Evolving Systems Journal, 1: 161-171. 2010.
  • linkbibtex abstract    3 downloads  The RoboCup Agent Behavior Modeling Challenge. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Proceedings of the XI Workshop of Physical Agents 2010 (WAF-2010), pages 179-186, September 2010.
  • linkbibtex abstract VIENA: VIsual ENvironment for Analyzing Robocup Soccer Teams. Iglesias, J. A.; Palacin, M. A.; Ledezma, A.; and Sanchis, A. In Proceedings of the X Simposio de Inteligencia Computacional (SICO’2010), pages 115-122, September 2010.
  • linkbibtex abstract Human Activity Recognition in Intelligent Home Environments: An Evolving Approach. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. In Proceedings of the European Conference on Artificial Intelligence (ECAI-2010), August 2010. Core A
  • linkbibtex abstract    1 download  User Modeling: Through Analysis and an Evolving Classifier. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. In Proceedings of the The IEEE World Congress on Computational Intelligence 2010, July 2010.
  • linkbibtex abstract User Modeling in Soft Computing Framework. Iglesias, J. A.; Ledezma, A.; and Sanchis, A. In M. Gestal-Pose, D. R., editor(s), Soft Computing Methods for Practical Environmental Solutions: Techniques and Studies, pages 75–92. IGI Global, 2010.
  • linkbibtex An Evolving Framework for Clustering Computer Users. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Proceedings of the The International Symposium on Evolving Intelligent Systems, EIS’10, pages 54-57, March 2010. SSAISB
  • linkbibtex abstract On the Practical Nature of Artificial Qualia. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Proceedings of the 2010 Annual Convention of the Society for the Study of Artificial Intelligence and Simulation of Behaviour (AISB 2010), March 2010 2010.
  • linkbibtex ConsScale: A Pragmatic Scale for Measuring the Level of Consciousness in Artificial Agents. Arrabales, R.; Ledezma, A.; and Sanchis, A. Journal of Consciousness Studies, 17(3-4): 131-164. March-April 2010 2010.
  • linkbibtex Towards the Generation of Visual Qualia in Artificial Cognitive Architectures. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Hernandez, C.; Gomez, J.; and Sanz, R., editor(s), Proceedings of the Brain Inspired Cognitive Systems 2010 conference, pages 34, Madrid, Spain, July 2010.
  • linkbibtex MMRF for Proteome Annotation Applied to Human Protein Disease Prediction. García-Jiménez, B.; Ledezma, A.; and Sanchis, A. In Inductive Logic Programming – 20th International Conference, ILP 2010, Florence, Italy, June 27-30, 2010. Revised Papers, of Lecture Notes in Artificial Intelligence, pages 67-75, 2010.
  • linkbibtex abstract S.cerevisiae Complex Function Prediction with Modular Multi-Relational Framework. García-Jiménez, B.; Ledezma, A.; and Sanchis, A. In García-Pedrajas, N.; Herrera, F.; Fyfe, C.; Benítez, J. M.; and Ali, M., editor(s), Trends in Applied Intelligent Systems – 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part III, volume 6098, of Lecture Notes in Artificial Intelligence, pages 82-91, 2010. Springer
  • linkbibtex abstract Inference of Functional Relations in Predicted Protein Networks with a Machine Learning Approach. Beatriz García-Jiménez AND Juan, D. A. E.; and Iakes AND Andres-Leon, E. A. V. PLoS ONE, 5(4): e9969. 04 2010.
  • doilinkbibtex abstract Automatic Design of Artificial Neural Networks to forecast time series. Peralta, J.; Gutierrez, G.; and Sanchis, A. In Actas del V Simposio de Teoría y Aplicaciones de Minería de Datos, III Congreso Español de Informatica. CEDI, 2010.
  • linkbibtex Time series forecasting by evolving artificial neural networks using genetic algorithms and estimation of distribution algorithms. Peralta, J.; Gutierrez, G.; and Sanchis, A. In IJCNN, pages 1-8, 2010.
  • linkbibtex Time series forecasting by evolving artificial neural networks using genetic algorithms and differential evolution. Peralta, J.; Li, X.; Gutierrez, G.; and Sanchis, A. In IJCNN, pages 1-8, 2010.
  • linkbibtex Time Series forecasting by evolving artificial neural networks using “Shuffle”, cross-validation and ensembles. Peralta, J.; Gutierrez, G.; and Sanchis, A. In Proceedings of the 20th international conference on Artificial neural networks: Part I, of ICANN’10, pages 50–53, Berlin, Heidelberg, 2010. Springer-Verlag
  • linkbibtex Multi-objective evolution for car setup optimization. Muñoz, J.; Gutierrez, G.; and Sanchis, A. In Proceedings of the 10th Annual Workshop on Computational Intelligence, September 2010.
  • doilinkbibtex A human-like TORCS controller for the Simulated Car Racing Championship. Muñoz, J.; Gutierrez, G.; and Sanchis, A. In Proceedings 2010 IEEE Conference on Computational Intelligence and Games, pages 473–480, August 2010.
  • doilinkbibtex     2009 (22)Predicting the outcome of patients with subarachnoid hemorrhage using machine learning techniques. de Toledo, P.; Rios, P. M.; Ledezma, A.; Sanchis, A.; Alen, J. F.; and Lagares, A. IEEE transactions on information technology in biomedicine : a publication of the IEEE Engineering in Medicine and Biology Society, 13(5): 794–801. September 2009.
  • linkbibtex abstract OMBO: An opponent modeling approach. Ledezma, A.; Aler, R.; Sanchis, A.; and Borrajo, D.AI Communications, 22(1): 21–35. 2009.
  • linkbibtex abstract GA-Stacking: Evolutionary Stacked Generalization. Ledezma, A.; Aler, R.; Sanchis, A.; and Borrajo, D. Intelligent Data Analysis, 14. 2009. Accepted
  • linkbibtex abstract The Winning Advantage: Using Opponent Models in Robot Soccer. Iglesias, J. A.; Fernández, J. A.; Villena, I. R.; Ledezma, A.; and Sanchis, A. In Proceedings of the The 10th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2009, pages 485–493, September 2009. Springer
  • linkbibtex abstract Creating User Profiles from a Command-Line Interface: A Statistical Approach. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Proceedings of the 1st International Conference on User Modeling, Adaptation, and Personalization, UMAP 2009, volume 5535, of LNCS, pages 90-101, June 2009. Springer
  • linkbibtex abstract Modelling Evolving User Behaviours. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. In ESDIS 2009 IEEE Workshop on Evolving and Self-Developing and Self-Developing Intelligent Systems, pages 16-23, 2009.
  • linkbibtex abstract CAOS Coach 2006 Simulation Team: An opponent modelling approach. Iglesias, J. A.Ledezma, A.; and Sanchis, A. Computing and Informatics Journal, 28: 57-80. 2009.
  • linkbibtex abstract Verifying Robocup Teams. Earle, C. B.; Fredlund, L.; Iglesias, J. A.; and Ledezma, A. In Model Checking and Artificial Intelligence, volume 5348, of LNCS, pages 34-48, 2009. Springer
  • linkbibtex abstract Establishing a Roadmap and Metrics for Conscious Machines Development. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Baciu, G.; Wang, Y.; Yao, Y. Y.; Kinsner, W.; Chan, K.; and Zadeh, L. A., editor(s), Proceedings of the 8th IEEE International Conference on Cognitive Informatics, pages 94-101, 2009.
  • linkbibtex CERA-CRANIUM: A Test Bed for Machine Consciousness Research. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Proceedings of the International Workshop on Machine Consciousness 2009, July 2009 2009.
  • linkbibtex Strategies for Measuring Machine Consciousness. Arrabales, R.; Ledezma, A.; and Sanchis, A. International Journal of Machine Consciousness, 1(2): 193-201. 2009.
  • linkbibtex A Cognitive Approach to Multimodal Attention. Arrabales, R.; Ledezma, A.; and Sanchis, A. Journal of Physical Agents, 3(1): 53-64. 2009.
  • linkbibtex Towards Conscious-like Behavior in Computer Game Characters. Arrabales, R.; Ledezma, A.; and Sanchis, A. In IEEE Symposium on Computational Intelligence and Games, pages 217-224, Milano, Italy, September 2009.
  • linkbibtex Designing Human-like Video Game Synthetic Characters through Machine Consciousness. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Towards a Science of Consciousness 2009, pages 74, Hong Kong, June 2009.
  • linkbibtex Assessing and Characterizing the Cognitive Power of Machine Consciousness Implementations. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Biologically Inspired Cognitive Architectures II; AAAI Fall Symposium Series, volume 1, pages 16-21, 2009.
  • linkbibtex Ensemble of ANN for Traffic Sign Recognition. Sesmero, M. P.; Alonso-Weber, J. M.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. In Encyclopedia of Artificial Intelligence, pages 554-560. 2009.
  • linkbibtex Modular Multi-Relational Framework for Gene Group Function Prediction. García-Jiménez, B.; Ledezma, A.; and Sanchis, A. In Presented at the 19th International Conference on Inductive Logic Programming Conference, ILP 2009, Leuven, Belgium, July, 2009. Poster, 2009.
  • linkbibtex abstract EcID. A database for the inference of functional interactions in E. coli. Andres-Leon, E.; Ezkurdia, I.; García-Jiménez, B.; Valencia, A.; and Juan, D. Nucleic Acids Research, 37(suppl 1): D629-D635. 2009.
  • doilinkbibtex abstract ADANN: Automatic Design of Artificial Neural Networks to forecast time series. Peralta, J.; Gutierrez, G.; and Sanchis, A. In ISF, 2009.
  • linkbibtex Controller for TORCS created by imitation. Muñoz, J.; Gutierrez, G.; and Sanchis, A. In Proceedings 2009 IEEE Symposium on Computational Intelligence and Games., pages 271–278, September 2009.
  • linkbibtex Evolutionary genetic algorithms in a constraint satisfaction problem: Puzzle Eternity II. Muñoz, J.; Gutierrez, G.; and Sanchis, A. In Cabestany, J.; Sandoval, F.; Prieto, A.; and Corchado, J., editor(s), Proceedings 10th International Work-Conference on Artificial Neural Networks, volume 5517, of Lecture Notes in Computer Science. Bio-Inspired Systems: Computational and Ambient Intelligence, pages 220–227, June 2009. Springer Berlin / Heidelberg
  • linkbibtex Evolutionary techniques in a constraint satisfaction problem: Puzzle Eternity II. Muñoz, J.; Gutierrez, G.; and Sanchis, A. In Proceedings 11th IEEE Congress on Evolutionary Computation, pages 2985–2991, May 2009. IEEE Press
  • linkbibtex     2008 (14)Spontaneous Subarachnoid Haemorrhage multicenter database from the Group for the Study of Vascular Pathology of the Spanish Society for Neurosurgery: Presentation, inclusion criteria and development of an internet-based registry. Lagares, A.; de Toledo, P.; Fernandez-Alen, J. A.; Ibanez, J.; Arikan, F.; Sarabia, R.; Ballenilla, F.; Gabarros, A.; Horcajadas, A.; Rodriguez-Boto, G.; de la Lama, A.; Maillo, A.; Delgado, P.; Llacer, J. L.; Dominguez, J.; and Arrese, I. Neurocirugia, 19(5): 405–415. October 2008.
  • linkbibtex abstract Implementation of an end-to-end standard-based patient monitoring solution. Martinez, I.; Fernandez, J.; Galarraga, M.; Serrano, L.; de Toledo, P.; Jimenez-Fernandez, S.; Led, S.; Martinez-Espronceda, M.; and Garcia, J. Iet Communications, 2(2): 181–191. February 2008.
  • linkbibtex abstract Using Well-Known Techniques for Classifying User Behavior Profiles. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In volume 5, pages 18-22, 2008.
  • linkbibtex abstract Classifying Efficiently the Behavior of a Soccer Team. Iglesias, J. A.Ledezma, A.; Sanchis, A.; and Kaminka, G. A. In et al. , W. B., editor(s), Intelligent Autonomous Systems 10. IAS-10, pages 316-323, 2008.
  • linkbibtex abstract An Efficient Behavior Classifier based on Distributions of Relevant Events. Iglesias, J. A.Ledezma, A.; Sanchis, A.; and Kaminka, G. A. In Proceedings of the 18th European Conference on Artificial Intelligence, ECAI 2008, pages 825-826, 2008. IOS Press Core A
  • linkbibtex abstract    1 download  Applying machine consciousness models in autonomous situated agents. Moreno, R. A.; and Sanchis, A. Pattern Recognition Letters,, 29(8): 1033-1038. 6/1 2008.
  • linkbibtex Criteria for Consciousness in Artificial Intelligent Agents. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Klugl, F.; Tuyls, K.; and Sen, S., editor(s), ALAMAS&ALAg Workshop at AAMAS 2008, pages 57-64, May 12th 2008.
  • linkbibtex A Multimodal Attention Mechanism for Autonomous Mobile Robotics. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Proceedings of the IX Workshop on Physical Agents, pages 121-128, 2008 2008.
  • linkbibtex ConsScale: A Plausible Test for Machine Consciouness?. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Proceedings of the Nokia Workshop on Machine Consciousness. 13th Finnish Artificial Intelligence Conference (STeP 2008)., pages 49-57, 2008.
  • linkbibtex Genetic Programming for Predicting Protein Networks. García-Jiménez, B.; Aler, R.; Ledezma, A.; and Sanchis, A. In Advances in Artificial Intelligence – IBERAMIA 2008, 11th Ibero-American Conference on AI, Lisbon, Portugal, October 14-17, 2008. Proceedings, volume 5290, of Lecture Notes in Artificial Intelligence, pages 432-441, 2008. H. Geffner et al. (Eds.). Springer-Verlag Berlin.
  • linkbibtex abstract Protein-protein functional association prediction using genetic programming. García-Jiménez, B.; Aler, R.; Ledezma, A.; and Sanchis, A. In Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, pages 347-348, 2008. ACM. Order Number 190081
  • linkbibtex abstract Design of Artificial Neural Networks Based on Genetic Algorithms to Forecast Time Series. Peralta, J.; Gutierrez, G.; and Sanchis, A. In Innovations in Hybrid Intelligent Systems, pages 231-238. 2008.
  • linkbibtex ADANN: automatic design of artificial neural networks. Peralta, J.; Gutierrez, G.; and Sanchis, A. In GECCO (Companion), pages 1863-1870, 2008.
  • linkbibtex Genetic Approach for Optimizing Ensembles of Classifiers. Ordóñez, F. J.; Ledezma, A.; and Sanchis, A. In FLAIRS Conference, pages 89-94, 2008.
  • linkbibtex     2007 (8)Proposal of an ISO/IEEE11073 platform for Healthcare telemonitoring: Plug-and-Play solution with new use cases. Galarraga, M.; Martinez, I.; Serrano, L.; de Toledo, P.; Escayola, J.; Fernandez, J.; Jimenez-Fernandez, S.; Led, S.; Martinez-Espronceda, M.; Viruete, E.; and Garcia, J. In Annual International Conference of the IEEE Engineering in Medicine And Biology Society, Vols 1-16, 2007.
  • linkbibtex abstract Telemonitoring systems interoperability challenge: An updated review of the applicability of ISO/IEEE 11073 standards for interoperability in telemonitoring. Galarraga, M.; Seffano, L.; Martinez, I.; de Toledo, P.; and Reynolds, M. In Annual International Conference of the IEEE Engineering in Medicine And Biology Society, Vols 1-16, 2007.
  • linkbibtex abstract Implementation experience of a patient monitoring solution based on end-to-end standards. Martinez, I.; Fernandez, J.; Galarraga, M.; Serrano, L.; de Toledo, P.; Escayola, J.; Jimenez-Fernandez, S.; Led, S.; Martinez-Espronceda, M.; and Garcia, J. In 2007 Annual International Conference of the IEEE Engineering in Medicine And Biology Society, Vols 1-16, pages 6426-6429, 2007.
  • linkbibtex abstract Sequence Classification Using Statistical Pattern Recognition. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Advances in Intelligent Data Analysis VII, volume 4723, of LNCS, pages 207-218, September 2007. Springer Core A
  • linkbibtex abstract    1 download  Applying machine consciousness models in autonomous situated agents. Arrabales, R.; and Sanchis, A. Pattern Recognition Letters, In Press. 2007.
  • linkbibtex Modeling Consciousness for Autonomous Robot Exploration. Arrabales, R.; Ledezma, A.; and Sanchis, A. In 2nd International Work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2007), volume 4527-4528, of Lecture Notes in Computer Science, pages 51-60, 2007.
  • linkbibtex Testing Feature Selection in Traffic Signs. Sesmero, M. P.; Alonso-Weber, J. M.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. In Proceedings of the 11th International Conference on Computer Aided Systems Theory – EUROCAST 2007, pages 396–398, Las Palmas de Gran Canaria, Spain, February 2007.
  • linkbibtex Specialized Ensemble of Classifiers for Traffic Sign Recognition. Sesmero, M. P.; Alonso-Weber, J. M.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. In IWANN, pages 733-740, 2007.
  • linkbibtex     2006 (9)Integrated care prevents hospital isations for exacerbations in COPD patients. Casas, A.; Troosters, T.; Garcia-Aymerich, J.; Roca, J.; Hernandez, C.; Alonso, A.; del Pozo, F.; de Toledo, P.; Anto, J. M.; Rodriguez-Roisin, R.; and Decramer, M. European Respiratory Journal, 28(1): 123–130. July 2006.
  • linkbibtex abstract Towards e-health device interoperability: The Spanish experience in the telemedkine research network. De Toledo, P.; Galarraga, M.; Martinez, I.; Serrano, L.; Fernandez, J.; and Del Pozo, F. In Annual International Conference of the IEEE Engineering in Medicine And Biology Society, Vols 1-15, 2006.
  • linkbibtex abstract Interoperability of a mobile health care solution with electronic healthcare record systems. De Toledo, P.; Lalinde, W.; Del Pozo, F.; Thurber, D.; and Jimenez-Fernandez, S. In Annual International Conference of the IEEE Engineering in Medicine And Biology Society, Vols 1-15, 2006.
  • linkbibtex abstract Standards for Medical Device Communication: X73 PoC-MDC. Galarraga, M.; Serrano, L.; Martinez, I.; and de Toledo, P. In 3rd International Congress on Medical and Care Compunetics, volume 121, pages 242–256, 2006.
  • linkbibtex abstract Telemedicine experience for chronic care in COPD. de Toledo, P.; Jimenez, S.; del Pozo, F.; Roca, J.; Alonso, A.; and Hernandez, C. Ieee Transactions On Information Technology In Biomedicine, 10(3): 567–573. July 2006.
  • linkbibtex abstract Caos Online Coach 2006 Team Description. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Proceedings CD RoboCup 2006, June 2006. Core A
  • linkbibtex abstract A Comparing Method of Two Team Behaviours in the Simulation Coach Competition. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Torra, V.; Narukawa, Y.; Valls, A.; and Domingo-Ferrer, J., editor(s), Modeling Decisions for Artificial Intelligence, MDAI, volume 3885, of LNCS, pages 117–128, 2006. Springer
  • linkbibtex abstract Comparing Behavior in Agent Modelling Task. Iglesias, J. A.; Ledezma, A.; and Sanchis, A. In Guimaraes, N.; Isaías, P.; and Goikoetxea, A., editor(s), Applied Computing 2006, pages 289–296, 2006.
  • linkbibtex abstract A Machine Consciousness Approach to Autonomous Mobile Robotics. Arrabales, R.; and Sanchis, A. In 5th International Cognitive Robotics Workshop. AAAI-06., 2006.
  • linkbibtex     2005 (2)Predicting Opponent Actions by Observation. Ledezma, A.; Aler, R.; Sanchis, A.; and Borrajo, D. In Nardi, D.; Riedmiller, M.; Sammut, C.; and Santos-Victor, J., editor(s), RoboCup 2004: Robot Soccer World Cup VIII, volume 3276, of Lecture Notes in Computer Science, pages 286–296, Lisbon, Portugal, July 2005. The RoboCup Federation, Springer Verlag ISSN 0302-9743 (Print) 1611-3349 (Online)
  • linkbibtex abstract Non-direct Encoding method based on Cellular Automata to design Neural Network Architectures. Gutierrez, G.; Sanchis, A.; Isasi, P.; Molina, J.; and Galvan, I. M. Computing and Informatics, 24: 225-247. 2005.
  • linkbibtex     2004 (2)Empirical Evaluation of Optimized Stacking Configurations. Ledezma, A.; Aler, R.; Sanchis, A.; and Borrajo, D. In Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), pages 49–55, Boca Raton, FL, USA, November 2004. IEEE Computer Society
  • linkbibtex abstract Studying the capacity of cellular encoding to generate feedforward neural network topologies. Gutierrez, G.; Galvan, I. M.; MoIina, J.; and Sanchis, A. In Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on, volume 1, pages 4 vol. (xlvii+3302), july 2004.
  • doilinkbibtex     2003 (2)Studying the Capacity of Grammatical Encoding to Generate FNN Architectures. Gutierrez, G.; García-Jiménez, B.; Molina, J. M.; and Sanchis, A. In IWANN (1), pages 478-485, 2003.
  • linkbibtex Modified Self-organizing Maps for Line Extraction in Digitized Text Documents. Alonso-Weber, J. M.; Galvan, I. M.; and Sanchis, A. In The 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), February 10-13, 2003, Innsbruck, Austria, of Applied Informatics, pages 281-286, 2003.
  • linkbibtex     2002 (8)Middlecare: middleware technology for home-based chronic patient shared care. Gomez, E. J.; del Pozo, F.; Hemando, M. E.; de Toledo, P.; Garcia-Olaya, A.; Caceres, C.; Jimenez, S.; and Rodriguez, S. In Conference Proceedings. Second Joint EMBS-BMES Conference 2002. 24th Annual International Conference of the Engineering in Medicine and Biology Society. Annual Fall Meeting of the Biomedical Engineering Society (Cat. No.02CH37392), January 2002.
  • linkbibtex abstract A telemedicine system to support a new model for care of chronically ill patients. de Toledo, P.; Jimenez, S.; and Del Pozo, F. Journal Of Telemedicine And Telecare, 8: 17–19. 2002.
  • linkbibtex abstract Exploring the stacking state-space. Ledezma, A.; Aler, R.; and Borrajo, D.International Journal on Artificial Intelligence Tools, 11(4): 267-282. June 2002.
  • linkbibtex abstract Predicting Opponent actions in the RoboSoccer. Ledezma, A.; Aler, R.; Sanchis, A.; and Borrajo, D. In Proceedings of the 2002 IEEE International Conference on Systems, Man and Cybernetics, volume 7, Hammamet, Tunisia, October 2002.
  • linkbibtex abstract An objective measure to compare some automatic generation methods of NN architectures. Gutierrez, G.; Molina, J.; Galvan, I.; and Sanchis, A. In Systems, Man and Cybernetics, 2002 IEEE International Conference on, volume 3, pages 6 pp. vol.3, oct. 2002.
  • doilinkbibtex Generative Capacities of Cellular Automata Codification for Evolution of NN Codification. Gutierrez, G.; Galvan, I. M; Molina, J. M.; and Sanchis, A. In ICANN, pages 314-322, 2002.
  • linkbibtex Generative capacities of grammars codification for evolution of NN architectures. Guinea, M.; Gutierrez, G.; Galvan, I. M.; Sanchis, A.; and Molina, J. In Evolutionary Computation, 2002. CEC ’02. Proceedings of the 2002 Congress on, volume 1, pages 611 -616, may 2002.
  • doilinkbibtex An Adaptive Video Event Mining System for an Autonomous Underwater Vehicle. Arrabales, R.; Flanagan, C.; and Toal, D. Intelligent Engineering Systems through Artificial Neural Networks, 12,: 585-591. 2002. key: Arrabales et al.
  • linkbibtex     2001 (7)Heuristic Search Based Stacking of Classifiers. Ledezma, A.; Aler, R.; and Borrajo, D. Data Mining: a Heuristic Approach, pages 54–67. Abbass, H. A.; Sarker, R.; and Newton, C., editor(s). Idea Group Publishing, 2001.
  • linkbibtex abstract Empirical study of a stacking state-space. Ledezma, A.; Aler, R.; and Borrajo, D. In In Proceedings of the Thirteenth IEEE International Conference on Tools with Artificial Intelligence, pages 210–217, Dallas, Texas, November 2001. IEEE Computer Society
  • linkbibtex abstract Automatic symbolic modelling of co-evolutionarily learned robot skills. Ledezma, A.; Berlanga, A.; and Aler, R. In Mira, J.; and Prieto, A., editor(s), Connectionist Models of Neurons, Learning Processes and Artificial Intelligence, 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Proceedings, Part I, volume 2084, of Lecture Notes In Computer Science, pages 799–806, Granada, Spain, June 2001. Springer
  • linkbibtex abstract Extracting Knowledge from Reactive Robot Behaviour. Ledezma, A.; Berlanga, A.; and Aler, R. In Proceedings of the Agents-01 Workshop on Learning Agents, pages 7-12, Montreal, Canada, May 2001.
  • linkbibtex abstract Evolutionary Cellular Configurations for Designing Feed-Forward Neural Networks Architectures. Gutierrez, G.; Isasi, P.; Molina, J. M.; Sanchis, A.; and Galvan, I. M In IWANN (1), pages 514-521, 2001.
  • linkbibtex Several Aspects in a cellular configuration for designing Feed-Forward Neural Networks Networks Architectures. Gutierrez, G.; Sanchis, A.; and Galvan, I. M. In Proceedings of the UK Workshop on Computational Intelligence (UKCI-01), Edinburgh, September 2001s, 2001.
  • linkbibtex Diseño de Redes Neuronales Artificiales Mediante Computación Evolutiva. Gutierrez, G.; Galvan, I. M.; and Sanchis, A. Informes Técnicos, Volumen I (1997-2001), pages 305-326. Departamento de Informática, U. C. I. d. M., editor(s). Departamento de Informática, Universidad Carlos III de Madrid Informes Técnicos, Volumen I (1997-2001), 2001.
  • linkbibtex     2000 (3)Students failures: A Knowledge Discovery Application. Ledezma, A.; and Borrajo, D. In Learning 00, October 2000.
  • linkbibtex abstract Cooperación en Sistemas Distribuidos de Robots Reactivos Minimizando la Cantidad de Información Comunicada. Fernandez, F.; Gutierrez, G.; and Molina, J. M. In Actas del Simposio Español de Informática Distribuida (SEID’2000), 2000.
  • linkbibtex Coordinación Global Basada en Controladores Locales Reactivos en la RoboCup. Fernandez, F.; Gutierrez, G.; and Molina, J. M. In Actas del primer Workshop Hispano-Luso en Agente Físicos, 2000.
  • linkbibtex Autonomous Data Density based Clustering Method. Angelov, P. P.; Gu, X.; Gutierrez, G.; Iglesias, J. A.; and Sanchis, A. In IEEE WCCI 2016 (IJCNN), Vancouver, Canada, 24-29 July 2016, 2016. to be published
  • linkbibtex abstract A Two-stage Combining Classifier Model for the Development of Adaptive Dialog Systems. Griol, D.; Iglesias, J. A.Ledezma, A.; and Sanchis, A. International Journal of Neural Systems, 26(1). 2016.
  • doilinkbibtex Web news mining in an evolving framework. Iglesias, J. A.; Tiemblo, A.; Ledezma, A.; and Sanchis, A. Information Fusion, 28: 90–98. 2016.
  • doilinkbibtex     2015 (9)An Ensemble-Based Classification Approach to Model Human-Machine Dialogs. Griol, D.; and Sanchis, A. Lecture Notes in Computer Science. Proc. of 16th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2015), 9422: 224–233. 2015.
  • linkbibtex Combining several user models to improve and adapt the dialog management process in spoken dialog systems. Griol, D.; Molina, J. M.; Sanchis, A.; and Callejas, Z. Lecture Notes in Artificial Intelligence. Proc. of Future and Emerging Trends in Language Technology ( FETLT 2015), 9577: 65–76. 2015.
  • linkbibtex An approach to Sentiment Analysis for mobile speech applications. Griol, D.; Molina, J. M.; Sanchis, A.; and Callejas, Z. Lecture Notes in Artificial Intelligence. Proc. of Future and Emerging Trends in Language Technology (FETLT 2015), 9577: 96–107. 2015.
  • linkbibtex Evolving Classifier TEDAClass for Big Data. Kangin, D.; Angelov, P. P.; Iglesias, J. A.; and Sanchis, A. In INNS Conference on Big Data 2015, San Francisco, CA, USA, 8-10 August 2015, pages 9–18, 2015.
  • doilinkbibtex Preface. Mouchaweh, M. S.; Fleury, A.; Angelov, P. P.; Lughofer, E.; and Iglesias, J. A. In 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2015, Douai, France, December 1-3, 2015, pages 1–2, 2015.
  • doilinkbibtex Input Transformation and Output Combination for Improved Handwritten Digit Recognition. Alonso-Weber, J.; Sesmero, M.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. In Koprinkova-Hristova, P.; Mladenov, V.; and Kasabov, N. K, editor(s), Artificial Neural Networks SE – 21, volume 4, of Springer Series in Bio-/Neuroinformatics, pages 435–443. Springer International Publishing, 2015.
  • doilinkbibtex An ensemble approach of dual base learners for multi-class classification problems. Sesmero, M.; Alonso-Weber, J. M.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. Information Fusion, 24: 122–136. 2015.
  • doilinkbibtex abstract Generating ensembles of heterogeneous classifiers using Stacked Generalization. Sesmero, M.; Ledezma, A.; and Sanchis, A. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 5(February): 21–34. 2015.
  • doilinkbibtex Sensor-based Bayesian detection of anomalous living patterns in a home setting. Ordóñez, F. J.; de Toledo, P.; and Sanchis, A. Personal and Ubiquitous Computing, 19(2): 259–270. 2015.
  • doilinkbibtex     2014 (36)Desarrollo de entornos de aprendizaje avanzados mediante los mundos virtuales inmersivos. Griol, D.; and Sanchis, A. In Proc. of CUICIID’14, 2014.
  • linkbibtex Developing Intelligent Learning Environments by means of Immersive Virtual Worlds. Griol, D.; and Sanchis, A. In Proc. of International Congress on Education, Innovation and Learning Technologies (ICEILT’14), 2014.
  • linkbibtex Multimodal Dialog Systems to Facilitate and Adapted and Inclusive Education. Griol, D.; and Sanchis, A. In Proc. of International Congress on Education, Innovation and Learning Technologies (ICEILT’14), 2014.
  • linkbibtex Using Virtual Worlds to Create Enhanced Learning Environments. Comunicaci�n actual: redes sociales y lo 2.0 y 3.0, pages 311–322. 2014.
  • linkbibtex Influence of the data codification when applying evolving classifiers to develop spoken dialog systems. Iglesias, J.; Griol, D.; Ledezma, A.; and Sanchis, A. In Evolving and Autonomous Learning Systems (EALS), 2014 IEEE Symposium on, pages 58-64, Dec 2014.
  • doilinkbibtex An ensemble method based on evolving classifiers: eStacking. Iglesias, J.Ledezma, A.; and Sanchis, A. In Evolving and Autonomous Learning Systems (EALS), 2014 IEEE Symposium on, pages 124-131, Dec 2014.
  • doilinkbibtex Evolving classification of UNIX users behaviors. Iglesias, J.Ledezma, A.; and Sanchis, A. Evolving Systems, 5(4): 231-238. 2014.
  • doilinkbibtex    3 downloads  Special Issue: Applications, results and future direction (EAIS 12). Iglesias, J. A.; and Skrjanc, I. Evolving Systems, 5(1): 1-2. 2014.
  • doilinkbibtex Special issue: applications, results & future direction (EAIS 12): 2. Iglesias, J. A.; and Skrjanc, I. Evolving Systems, 5(2): 73–74. 2
  • doilinkbibtex    2 downloads  A dialog management methodology based on evolving Fuzzy-rule-based (FRB) classifiers. Griol, D.; Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Evolving and Adaptive Intelligent Systems (EAIS), 2014 IEEE Conference on, pages 1-8, June 2014.
  • doilinkbibtex Time series forecasting using Artificial Neural Networks vs. evolving models. Iglesias, J. A.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. In Evolving and Adaptive Intelligent Systems (EAIS), 2014 IEEE Conference on, pages 1-7, June 2014.
  • doilinkbibtex Intelligent Promotions Recommendation System for Instaprom Platform. Pozo, M. M.; Iglesias, J. A.; and Ledezma, A. I. In Intelligent Data Engineering and Automated Learning – IDEAL 2014, pages 231–238, 2014.
  • linkbibtex    2 downloads  News Mining Using Evolving Fuzzy Systems. Iglesias, J. A.; Tiemblo, A.; Ledezma, A. I.; and Sanchis, A. In Intelligent Data Engineering and Automated Learning – IDEAL 2014, pages 327–335, 2014.
  • linkbibtex    2 downloads  A recurrent meta-cognitive-based Scaffolding classifier from data streams. Pratama, M.; Lu, J.; Anavatti, S.; and Iglesias, J. In Evolving and Autonomous Learning Systems (EALS), 2014 IEEE Symposium on, pages 132-139, Dec 2014.
  • doilinkbibtex Utilización de las Tecnologías del Habla y de los Mundos Virtuales para el Desarrollo de Aplicaciones Educativas. Griol, D.; Sanchis, A.; Molina, J. M.; and Callejas, Z. Procesamiento del Lenguaje Natural, 53: 167–170. 2014.
  • linkbibtex Developing Multimodal Conversational Agents: From the Use of VoiceXML to Android-Based Applications. Griol, D.; Molina, J. M.; and Sanchis de Miguel, A. In Advances in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection – 12th International Conference, PAAMS 2014, Salamanca, Spain, June 4-6, 2014. Proceedings, pages 335–338, 2014.
  • doilinkbibtex Domain and Subtask-Adaptive Conversational Agents to Provide an Enhanced Human-Agent Interaction. Griol, D.; Molina, J. M.; and Sanchis de Miguel, A. In Advances in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection – 12th International Conference, PAAMS 2014, Salamanca, Spain, June 4-6, 2014. Proceedings, pages 134–145, 2014.
  • doilinkbibtex Giving Voice to the Internet by Means of Conversational Agents. Griol, D.; Sanchis de Miguel, A.; and Molina, J. M. In Intelligent Data Engineering and Automated Learning – IDEAL 2014 – 15th International Conference, Salamanca, Spain, September 10-12, 2014. Proceedings, pages 441–448, 2014.
  • doilinkbibtex The Geranium System: Multimodal Conversational Agents for E-learning. Griol, D.; Molina, J. M.; and Sanchis de Miguel, A. In Distributed Computing and Artificial Intelligence, 11th International Conference, DCAI 2014, Salamanca, Spain, June 4-6, 2014, pages 219–226, 2014.
  • doilinkbibtex A Proposal for Processing and Fusioning Multiple Information Sources in Multimodal Dialog Systems. Griol, D.; Molina, J. M.; and Herrero, J. G. In Highlights of Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection – PAAMS 2014 International Workshops, Salamanca, Spain, June 4-6, 2014. Proceedings, pages 167–178, 2014.
  • doilinkbibtex Processing and fusioning multiple heterogeneous information sources in multimodal dialog systems. Griol, D.; Molina, J. M.; and Herrero, J. G. In 17th International Conference on Information Fusion, FUSION 2014, Salamanca, Spain, July 7-10, 2014, pages 1–6, 2014.
  • linkbibtex An approach to develop intelligent learning environments by means of immersive virtual worlds. Griol, D.; Molina, J. M.; and Callejas, Z. JAISE, 6(2): 237–255. 2014.
  • doilinkbibtex Modeling the user state for context-aware spoken interaction in ambient assisted living. Griol, D.; Molina, J. M.; and Callejas, Z. Appl. Intell., 40(4): 749–771. 2014.
  • doilinkbibtex A Practical Application of Evolving Fuzzy-Rule-Based Classifiers for the Development of Spoken Dialog Systems. Griol, D.; Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Artificial Intelligence Applications and Innovations – 10th IFIP WG 12.5 International Conference, AIAI 2014, Rhodes, Greece, September 19-21, 2014. Proceedings, pages 307–316, 2014.
  • doilinkbibtex    1 download  A novel approach for data fusion and dialog management in user-adapted multimodal dialog systems. Griol, D.; Herrero, J. G.; and Molina, J. M. In 17th International Conference on Information Fusion, FUSION 2014, Salamanca, Spain, July 7-10, 2014, pages 1–7, 2014.
  • linkbibtex Desarrollo de portales de voz municipales interactivos y adaptados al usuario. Griol, D.; García-Jiménez, M.; Molina, J. M.; and Sanchis, A. Procesamiento del Lenguaje Natural, 53: 185–188. 2014.
  • linkbibtex A domain-independent statistical methodology for dialog management in spoken dialog systems. Griol, D.; Callejas, Z.; López-Cózar, R.; and Riccardi, G. Computer Speech & Language, 28(3): 743–768. 2014.
  • doilinkbibtex A Multimodal Conversational Agent for Personalized Language Learning. Griol, D.; Baena, I.; Molina, J. M.; and Sanchis de Miguel, A. In Ambient Intelligence – Software and Applications – 5th International Symposium on Ambient Intelligence, ISAmI 2014, Salamanca, Spain, June 4-6, 2014, pages 13–21, 2014.
  • doilinkbibtex A Virtual Coach for Active Ageing Based on Sentient Computing and m-health. Callejas, Z.; Griol, D.; McTear, M. F.; and López-Cózar, R. In Ambient Assisted Living and Daily Activities – 6th International Work-Conference, IWAAL 2014, Belfast, UK, December 2-5, 2014. Proceedings, pages 59–66, 2014.
  • doilinkbibtex A framework for the assessment of synthetic personalities according to user perception. Callejas, Z.; Griol, D.; and López-Cózar, R. Int. J. Hum.-Comput. Stud., 72(7): 567–583. 2014.
  • doilinkbibtex Simul-A2: Agent-based simulator for evaluate ADA systems. Vernaza, A.; Ledezma, A.; and Sanchis, A. In 17th International Conference on Information Fusion, FUSION 2014, Salamanca, Spain, July 7-10, 2014, pages 1–7, 2014.
  • linkbibtex Predicting Protein Relationshipsto Human Pathways througha Relational Learning ApproachBased on Simple Sequence Features. Jiménez, B. G.; Pons, T.; Sanchis, A.; and Valencia, A. IEEE/ACM Trans. Comput. Biology Bioinform., 11(4): 753–765. 2014.
  • doilinkbibtex Agent-based framework for Advanced Driver Assistance Systems in urban environments. Gutierrez, G.; Iglesias, J. A.; Ord’o~nez, F. J.; Ledezma, A.; and Sanchis, A. In 17th International Conference on Information Fusion, FUSION 2014, Salamanca, Spain, July 7-10, 2014, pages 1–8, 2014.
  • linkbibtex    1 download  In-Home Activity Recognition: Bayesian Inference for Hidden Markov Models. Ordóñez, F. J.; Englebienne, G.; de Toledo, P.; van Kasteren, T.; Sanchis, A.; and Kröse, B. J. A. IEEE Pervasive Computing, 13(3): 67–75. 2014.
  • doilinkbibtex CCE: An Approach to Improve the Accuracy in Ensembles by Using Diverse Base Learners. Sesmero, M.; Alonso-Weber, J.; Gutierrez, G.; and Sanchis, A. Hybrid Artificial Intelligence Systems. Proceedings 9th International Conference on Hybrid Artificial Intelligence Systems, HAIS 2014,630–641. 2014.
  • doilinkbibtex abstract Combining additive input noise annealing and pattern transformations for improved handwritten character recognition. Alonso-Weber, J. M.; Sesmero, M. P.; and Sanchis, A. Expert Syst. Appl., 41(18): 8180–8188. 2014.
  • doilinkbibtex     2013 (14)Usability and Interoperability in Wireless Sensor Networks for Patient Telemonitoring in Chronic Disease Management. Jiménez-Fernández, S.; de Toledo, P.; and del Pozo, F. IEEE Trans. Biomed. Engineering, 60(12): 3331–3339. 2013.
  • doilinkbibtex Analyzing the structure of ensembles based-on evolving classifiers. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Proceedings of FINO/CAEPIA 2013, September 2013.
  • linkbibtex Handwritten Digit Recognition with Pattern Transformations and Neural Network Averaging. Alonso-Weber, J. M.; Sesmero, M. P.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. In Mladenov, V.; Koprinkova-Hristova, P. D.; Palm, G.; Villa, A. E. P.; Appollini, B.; and Kasabov, N., editor(s), ICANN, volume 8131, of Lecture Notes in Computer Science, pages 335-342, 2013. Springer
  • linkbibtex Evolving Systems for Computer User Behavior Classification. Iglesias, J.Ledezma, A.; and Sanchis, A. In Evolving and Adaptive Intelligent Systems (EAIS), 2013 IEEE Symposium on, pages 78-83, April 2013.
  • doilinkbibtex    1 download  Ensemble Method Based on Individual Evolving Classifiers. Iglesias, J.Ledezma, A.; and Sanchis, A. In Evolving and Adaptive Intelligent Systems (EAIS), 2013 IEEE Symposium on, pages 56-61, April 2013.
  • doilinkbibtex Online activity recognition using evolving classifiers. Ordonez, F. J.; Iglesias, J. A.; de Toledo, P.; Ledezma, A.; and Sanchis, A. Expert Systems with Applications, 40(4): 1248-1255. 2013.
  • linkbibtex Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble. Peralta, J.; Cortez, P.; Gutierrez, G.; and de Miguel, A. S. Neurocomputing , 109: 27 – 32. 2013. New trends on Soft Computing Models in Industrial and Environmental Applications A selection of extended and updated papers from the \SOCO\ 2011 International Conference
  • doilinkbibtex Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm. Peralta, J.; Li, X.; Gutierrez, G.; and Sanchis de Miguel, A. Neural Computing and Applications, 22(1): 11-20. 2013.
  • doilinkbibtex A statistical simulation technique to develop and evaluate conversational agents. Griol, D.; Carbó, J.; and Molina, J. AI Communication, 26(4): 355–371. 2013.
  • linkbibtex An Automatic Dialog Simulation Technique to Develop and Evaluate Interactive Conversational Agents. Griol, D.; Carbó, J.; and Molina, J. Applied Artificial Intelligence, 27(9): 759–780. 2013.
  • linkbibtex Bringing context-aware access to the web through spoken interaction. Griol, D.; Carbó, J.; and Molina, J. Applied Intelligence, 38(4): 620–640. 2013.
  • linkbibtex A domain-independent statistical methodology for dialog management in spoken dialog systems. Griol, D.; Callejas, Z.; López-Cózar, R.; and Riccardi, G. Computer Speech and Language, 28(3): 743–-768. 2013.
  • linkbibtex Providing personalized Internet services by means of context-aware spoken dialogue systems. Griol, D.; Molina, J.; and Callejas, Z. Journal of Ambient Intelligence and Smart Environments, 5(1): 23–45. 2013.
  • linkbibtex Activity Recognition Using Hybrid Generative/Discriminative Models on Home Environments Using Binary Sensors. Ordóñez, F. J.; de Toledo, P.; and Sanchis, A. Sensors, 13(5): 5460–5477. 2013.
  • doilinkbibtex     2012 (20)Towards the Use of Dialog Systems to Facilitate Inclusive Education. Technologies for Inclusive Education: Beyond Traditional Integration Approaches, pages 1–21. 2012.
  • linkbibtex A Machine Consciousness Approach to the Design of Human-Like Bots. Arrabales, R.; Muñoz, J.; Ledezma, A.; Gutierrez, G.; and Sanchis, A. In Hingston, P., editor(s), Believable Bots, pages 171-191. Springer Berlin Heidelberg, 2012.
  • doilinkbibtex Data Mining for User Modeling. Martinez, J. A. I.; Espino, A. L.; and Sanchis de Miguel, A. International Journal of Organizational and Collective Intelligence, 3(1): 35–51. January 2012.
  • doilinkbibtex Evolving activity recognition from sensor streams. Iglesias, J.; Ordonez, F.; Ledezma, A.; de Toledo, P.; and Sanchis, A. In Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on, pages 96–101, may 2012.
  • doilinkbibtex User modeling in changeable environments. Iglesias, J.; and Garcia-Cuesta, E. In Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on, pages 182–185, may 2012.
  • doilinkbibtex    1 download  Design and Tuning of Fuzzy Systems. Angelov, P.; and Iglesias, J. A. Encyclopedia of Life Support Systems. of Unesco, E. O. L. S. S. P., editor(s). 2012.
  • linkbibtex User modeling: Through statistical analysis and subspace learning. Garcia-Cuesta, E.; and Iglesias, J. A.Expert Systems with Applications, 39(5): 5243–5250. 2012.
  • doilinkbibtex    1 download  Creating Evolving User Behavior Profiles Automatically. Iglesias, J.; Angelov, P.; Ledezma, A.; and Sanchis, A. Knowledge and Data Engineering, IEEE Transactions on, 24(5): 854–867. may 2012.
  • doilinkbibtex    3 downloads  Time Series Forecasting. A Comparative Study Between an Evolving Artificial Neural Networks System and Statistical Methods. Peralta, J.; Gutierrez, G.; and de Miguel, A. S. International Journal on Artificial Intelligence Tools, 21(1): 1250010. 2012.
  • doilinkbibtex Parallelization of an Evolving Artificial Neural Networks System to Forecast Time Series using OPENMP and MPI. Borja Prior, J. P.; and Paulo Cortez, G. G. In IEEE Conference on Evolving and Adaptive Intelligent Systems, pages 186-191, 2012.
  • linkbibtex A Proposal to Create Learning Environments in Virtual Worlds Integrating Advanced Educative Resources. Griol, D.; Molina, J.; Sanchis, A.; and Callejas, Z. Journal of Universal Computer Science, 18(18): 2516–2541. 2012.
  • linkbibtex Bringing together commercial and academic perspectives for the development of intelligent AmI interfaces. Griol, D.; Molina, J.; and Callejas, Z. Journal of Ambient Intelligence and Smart Environments, 4: 183–207. 2012.
  • linkbibtex Merging Intention and Emotion to Develop Adaptive Dialogue Systems. Callejas, Z.; Griol, D.; and López-Cózar, R. In Proceedings of IberSPEECH 2012, pages 168-177, 2012.
  • linkbibtex Modelling a spoken dialog system using POMDPs and agenda-based user simulation. Griol, D.; Molina, J.; Sanchis, A.; and Callejas, Z. In Proceedings of IberSPEECH 2012, pages 183–193, 2012.
  • linkbibtex Interactive and User-Adapted Voice Portals for the City Council. Griol, D.; García-Jiménez, M.; Molina, J.; and de Miguel, A. S. In Proceedings of IberSPEECH 2012, pages 395–399, 2012.
  • linkbibtex The MovieScript System: Integration of Statistical Methodologies and the VoiceXML standard to develop spoken dialog systems. Griol, D.; Fernández-Vallejo, M.; Molina, J.; and de Miguel, A. S. In Proceedings of IberSPEECH 2012, pages 400–404, 2012.
  • linkbibtex Griol, D.; Callejas, Z.; Molina, J.; and de Miguel, A. S. Towards the Use of Dialog Systems to Facilitate Inclusive Education. IGI Global, 2012.
  • linkbibtex A Hybrid HMM/ANN Model for Activity Recognition in the Home Using Binary Sensors. Ordóñez, F. J.; Duque, A.; de Toledo, P.; and Sanchis, A. In IWAAL, pages 98-105, 2012.
  • linkbibtex Remote Mobile Monitoring of Wireless Sensor Networks for Ambient Assisted Living. Ordóñez, F. J.; Duque, A.; de Toledo, P.; and Sanchis, A. In XXX Congreso Anual de la Sociedad Española de Ingeniería Biomédica, 2012.
  • linkbibtex Offline and Online Activity Recognition on Mobile Devices Using Accelerometer Data. Duque, A.; Ordóñez, F. J.; de Toledo, P.; and Sanchis, A. In IWAAL, pages 208-215, 2012.
  • linkbibtex     2011 (16)Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods. Juan Peralta, M. S.; and Paulo cortez , L. V. In Proceedings of 7th conference of the European Society for Fuzzy Logic and Technology, EUSFLAT-2011, pages 464-471, 2011.
  • linkbibtex Evolving time-lagged feedforward neural networks for time series forecasting. Peralta, J.; Cortez, P.; Sanchis de Miguel, A.; and Gutierrez, G. In Krasnogor, N.; and Lanzi, P. L., editor(s), GECCO (Companion), pages 163-164, 2011. ACM
  • linkbibtex Evolving Sparsely Connected Neural Networks for Multi-Step Ahead Forecasting. J. Peralta, P. C.; and G. Gutierrez, A. S. In Krasnogor, N.; and Lanzi, P. L., editor(s), GECCO (Companion), pages 163-164, 2011. ACM
  • linkbibtex A Skeletonizing Reconfigurable Self-Organizing Model: Validation Through Text Recognition. Alonso-Weber, J. M.; and Sanchis, A. Neural Processing Letters, 34(1): 39-58. 2011.
  • linkbibtex Evolving Human Activity Classifier From Sensor Streams. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. In Proceedings of the Evolving and Adaptive Intelligent Systems (EAIS-2011), pages 139–146, April 2011.
  • linkbibtex abstract    1 download  Creating Evolving User Behavior Profiles Automatically. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. IEEE Transactions on Knowledge and Data Engineering. 2011. In Press
  • linkbibtex abstract A Plan Classifier Based on Chi-Square Distribution Tests. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. Intelligent Data Analysis, 15: 131-149. 2011.
  • linkbibtex abstract Arrabales, R.; Muñoz, J.; Ledezma, A.; and Sanchis, A. of Believable Bots. A Machine Consciousness Approach to the Design of human-like bots. Springer, 2011.
  • linkbibtex Arrabales, R.; Muñoz, J.; Ledezma, A.; and Sanchis, A. of Believable Bots. ConsScale FPS: Cognitive Integration for Improved Believability in Computer Game Bots. Springer, 2011.
  • linkbibtex Weighted Cross-Validation Evolving Artificial Neural Networks to Forecast Time Series. Peralta, J.; Cortez, P.; Gutierrez, G.; and Sanchis, A. In SOCO, pages 147-154, 2011.
  • linkbibtex Evolving sparsely connected neural networks for multi-step ahead forecasting. Peralta, J.; Cortez, P.; Gutierrez, G.; and Sanchis, A. In GECCO (Companion), pages 219-220, 2011.
  • linkbibtex Evolving time-lagged feedforward neural networks for time series forecasting. Peralta, J.; Cortez, P.; Gutierrez, G.; and Sanchis, A. In GECCO (Companion), pages 163-164, 2011.
  • linkbibtex Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods. Stepnicka, M.; Peralta, J.; Cortez, P.; Vavríková, L.; and Gutierrez, G. In EUSFLAT, pages 464 – 471, 2011.
  • linkbibtex Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm. Peralta, J.; Li, X.; Gutierrez, G.; and Sanchis, A. . 2011.
  • linkbibtex Towards Gaze-Controlled Platform Games. Muñoz, J.; Yannakakis, G. N.; Mulvey, F.; Hansen, D. W.; Gutierrez, G.; and Sanchis, A. In Proceedings 2011 IEEE Conference on Computational Intelligence and Games, September 2011.
  • doilinkbibtex Model of Emotions and Personality in a Machine Consciousness Architecture. Muñoz, J.; Gutierrez, G.; and Sanchis, A. In ReteCog.Net 2011 Workshop: The architectures of Mind, July 2011.
  • linkbibtex     2010 (21)A new artificial neural network ensemble based on feature selection and class recoding. Sesmero, M. P.; Alonso-Weber, J.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. Neural Computing & Applications,1-13. 2010. 10.1007/s00521-010-0458-5
  • linkbibtex Human activity recognition based on Evolving Fuzzy Systems. Jose Antonio Iglesias, P. A.; and Sanchis, A. International Journal of Neural Systems, 20: 355-364. 2010.
  • linkbibtex abstract Evolving classification of agents behaviors: a general approach. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. Evolving Systems Journal, 1: 161-171. 2010.
  • linkbibtex abstract    3 downloads  The RoboCup Agent Behavior Modeling Challenge. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Proceedings of the XI Workshop of Physical Agents 2010 (WAF-2010), pages 179-186, September 2010.
  • linkbibtex abstract VIENA: VIsual ENvironment for Analyzing Robocup Soccer Teams. Iglesias, J. A.; Palacin, M. A.; Ledezma, A.; and Sanchis, A. In Proceedings of the X Simposio de Inteligencia Computacional (SICO’2010), pages 115-122, September 2010.
  • linkbibtex abstract Human Activity Recognition in Intelligent Home Environments: An Evolving Approach. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. In Proceedings of the European Conference on Artificial Intelligence (ECAI-2010), August 2010. Core A
  • linkbibtex abstract    1 download  User Modeling: Through Analysis and an Evolving Classifier. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. In Proceedings of the The IEEE World Congress on Computational Intelligence 2010, July 2010.
  • linkbibtex abstract User Modeling in Soft Computing Framework. Iglesias, J. A.; Ledezma, A.; and Sanchis, A. In M. Gestal-Pose, D. R., editor(s), Soft Computing Methods for Practical Environmental Solutions: Techniques and Studies, pages 75–92. IGI Global, 2010.
  • linkbibtex An Evolving Framework for Clustering Computer Users. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Proceedings of the The International Symposium on Evolving Intelligent Systems, EIS’10, pages 54-57, March 2010. SSAISB
  • linkbibtex abstract On the Practical Nature of Artificial Qualia. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Proceedings of the 2010 Annual Convention of the Society for the Study of Artificial Intelligence and Simulation of Behaviour (AISB 2010), March 2010 2010.
  • linkbibtex ConsScale: A Pragmatic Scale for Measuring the Level of Consciousness in Artificial Agents. Arrabales, R.; Ledezma, A.; and Sanchis, A. Journal of Consciousness Studies, 17(3-4): 131-164. March-April 2010 2010.
  • linkbibtex Towards the Generation of Visual Qualia in Artificial Cognitive Architectures. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Hernandez, C.; Gomez, J.; and Sanz, R., editor(s), Proceedings of the Brain Inspired Cognitive Systems 2010 conference, pages 34, Madrid, Spain, July 2010.
  • linkbibtex MMRF for Proteome Annotation Applied to Human Protein Disease Prediction. García-Jiménez, B.; Ledezma, A.; and Sanchis, A. In Inductive Logic Programming – 20th International Conference, ILP 2010, Florence, Italy, June 27-30, 2010. Revised Papers, of Lecture Notes in Artificial Intelligence, pages 67-75, 2010.
  • linkbibtex abstract S.cerevisiae Complex Function Prediction with Modular Multi-Relational Framework. García-Jiménez, B.; Ledezma, A.; and Sanchis, A. In García-Pedrajas, N.; Herrera, F.; Fyfe, C.; Benítez, J. M.; and Ali, M., editor(s), Trends in Applied Intelligent Systems – 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part III, volume 6098, of Lecture Notes in Artificial Intelligence, pages 82-91, 2010. Springer
  • linkbibtex abstract Inference of Functional Relations in Predicted Protein Networks with a Machine Learning Approach. Beatriz García-Jiménez AND Juan, D. A. E.; and Iakes AND Andres-Leon, E. A. V. PLoS ONE, 5(4): e9969. 04 2010.
  • doilinkbibtex abstract Automatic Design of Artificial Neural Networks to forecast time series. Peralta, J.; Gutierrez, G.; and Sanchis, A. In Actas del V Simposio de Teoría y Aplicaciones de Minería de Datos, III Congreso Español de Informatica. CEDI, 2010.
  • linkbibtex Time series forecasting by evolving artificial neural networks using genetic algorithms and estimation of distribution algorithms. Peralta, J.; Gutierrez, G.; and Sanchis, A. In IJCNN, pages 1-8, 2010.
  • linkbibtex Time series forecasting by evolving artificial neural networks using genetic algorithms and differential evolution. Peralta, J.; Li, X.; Gutierrez, G.; and Sanchis, A. In IJCNN, pages 1-8, 2010.
  • linkbibtex Time Series forecasting by evolving artificial neural networks using “Shuffle”, cross-validation and ensembles. Peralta, J.; Gutierrez, G.; and Sanchis, A. In Proceedings of the 20th international conference on Artificial neural networks: Part I, of ICANN’10, pages 50–53, Berlin, Heidelberg, 2010. Springer-Verlag
  • linkbibtex Multi-objective evolution for car setup optimization. Muñoz, J.; Gutierrez, G.; and Sanchis, A. In Proceedings of the 10th Annual Workshop on Computational Intelligence, September 2010.
  • doilinkbibtex A human-like TORCS controller for the Simulated Car Racing Championship. Muñoz, J.; Gutierrez, G.; and Sanchis, A. In Proceedings 2010 IEEE Conference on Computational Intelligence and Games, pages 473–480, August 2010.
  • doilinkbibtex     2009 (22)Predicting the outcome of patients with subarachnoid hemorrhage using machine learning techniques. de Toledo, P.; Rios, P. M.; Ledezma, A.; Sanchis, A.; Alen, J. F.; and Lagares, A. IEEE transactions on information technology in biomedicine : a publication of the IEEE Engineering in Medicine and Biology Society, 13(5): 794–801. September 2009.
  • linkbibtex abstract OMBO: An opponent modeling approach. Ledezma, A.; Aler, R.; Sanchis, A.; and Borrajo, D.AI Communications, 22(1): 21–35. 2009.
  • linkbibtex abstract GA-Stacking: Evolutionary Stacked Generalization. Ledezma, A.; Aler, R.; Sanchis, A.; and Borrajo, D. Intelligent Data Analysis, 14. 2009. Accepted
  • linkbibtex abstract The Winning Advantage: Using Opponent Models in Robot Soccer. Iglesias, J. A.; Fernández, J. A.; Villena, I. R.; Ledezma, A.; and Sanchis, A. In Proceedings of the The 10th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2009, pages 485–493, September 2009. Springer
  • linkbibtex abstract Creating User Profiles from a Command-Line Interface: A Statistical Approach. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Proceedings of the 1st International Conference on User Modeling, Adaptation, and Personalization, UMAP 2009, volume 5535, of LNCS, pages 90-101, June 2009. Springer
  • linkbibtex abstract Modelling Evolving User Behaviours. Iglesias, J. A.; Angelov, P.; Ledezma, A.; and Sanchis, A. In ESDIS 2009 IEEE Workshop on Evolving and Self-Developing and Self-Developing Intelligent Systems, pages 16-23, 2009.
  • linkbibtex abstract CAOS Coach 2006 Simulation Team: An opponent modelling approach. Iglesias, J. A.Ledezma, A.; and Sanchis, A. Computing and Informatics Journal, 28: 57-80. 2009.
  • linkbibtex abstract Verifying Robocup Teams. Earle, C. B.; Fredlund, L.; Iglesias, J. A.; and Ledezma, A. In Model Checking and Artificial Intelligence, volume 5348, of LNCS, pages 34-48, 2009. Springer
  • linkbibtex abstract Establishing a Roadmap and Metrics for Conscious Machines Development. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Baciu, G.; Wang, Y.; Yao, Y. Y.; Kinsner, W.; Chan, K.; and Zadeh, L. A., editor(s), Proceedings of the 8th IEEE International Conference on Cognitive Informatics, pages 94-101, 2009.
  • linkbibtex CERA-CRANIUM: A Test Bed for Machine Consciousness Research. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Proceedings of the International Workshop on Machine Consciousness 2009, July 2009 2009.
  • linkbibtex Strategies for Measuring Machine Consciousness. Arrabales, R.; Ledezma, A.; and Sanchis, A. International Journal of Machine Consciousness, 1(2): 193-201. 2009.
  • linkbibtex A Cognitive Approach to Multimodal Attention. Arrabales, R.; Ledezma, A.; and Sanchis, A. Journal of Physical Agents, 3(1): 53-64. 2009.
  • linkbibtex Towards Conscious-like Behavior in Computer Game Characters. Arrabales, R.; Ledezma, A.; and Sanchis, A. In IEEE Symposium on Computational Intelligence and Games, pages 217-224, Milano, Italy, September 2009.
  • linkbibtex Designing Human-like Video Game Synthetic Characters through Machine Consciousness. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Towards a Science of Consciousness 2009, pages 74, Hong Kong, June 2009.
  • linkbibtex Assessing and Characterizing the Cognitive Power of Machine Consciousness Implementations. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Biologically Inspired Cognitive Architectures II; AAAI Fall Symposium Series, volume 1, pages 16-21, 2009.
  • linkbibtex Ensemble of ANN for Traffic Sign Recognition. Sesmero, M. P.; Alonso-Weber, J. M.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. In Encyclopedia of Artificial Intelligence, pages 554-560. 2009.
  • linkbibtex Modular Multi-Relational Framework for Gene Group Function Prediction. García-Jiménez, B.; Ledezma, A.; and Sanchis, A. In Presented at the 19th International Conference on Inductive Logic Programming Conference, ILP 2009, Leuven, Belgium, July, 2009. Poster, 2009.
  • linkbibtex abstract EcID. A database for the inference of functional interactions in E. coli. Andres-Leon, E.; Ezkurdia, I.; García-Jiménez, B.; Valencia, A.; and Juan, D. Nucleic Acids Research, 37(suppl 1): D629-D635. 2009.
  • doilinkbibtex abstract ADANN: Automatic Design of Artificial Neural Networks to forecast time series. Peralta, J.; Gutierrez, G.; and Sanchis, A. In ISF, 2009.
  • linkbibtex Controller for TORCS created by imitation. Muñoz, J.; Gutierrez, G.; and Sanchis, A. In Proceedings 2009 IEEE Symposium on Computational Intelligence and Games., pages 271–278, September 2009.
  • linkbibtex Evolutionary genetic algorithms in a constraint satisfaction problem: Puzzle Eternity II. Muñoz, J.; Gutierrez, G.; and Sanchis, A. In Cabestany, J.; Sandoval, F.; Prieto, A.; and Corchado, J., editor(s), Proceedings 10th International Work-Conference on Artificial Neural Networks, volume 5517, of Lecture Notes in Computer Science. Bio-Inspired Systems: Computational and Ambient Intelligence, pages 220–227, June 2009. Springer Berlin / Heidelberg
  • linkbibtex Evolutionary techniques in a constraint satisfaction problem: Puzzle Eternity II. Muñoz, J.; Gutierrez, G.; and Sanchis, A. In Proceedings 11th IEEE Congress on Evolutionary Computation, pages 2985–2991, May 2009. IEEE Press
  • linkbibtex     2008 (14)Spontaneous Subarachnoid Haemorrhage multicenter database from the Group for the Study of Vascular Pathology of the Spanish Society for Neurosurgery: Presentation, inclusion criteria and development of an internet-based registry. Lagares, A.; de Toledo, P.; Fernandez-Alen, J. A.; Ibanez, J.; Arikan, F.; Sarabia, R.; Ballenilla, F.; Gabarros, A.; Horcajadas, A.; Rodriguez-Boto, G.; de la Lama, A.; Maillo, A.; Delgado, P.; Llacer, J. L.; Dominguez, J.; and Arrese, I. Neurocirugia, 19(5): 405–415. October 2008.
  • linkbibtex abstract Implementation of an end-to-end standard-based patient monitoring solution. Martinez, I.; Fernandez, J.; Galarraga, M.; Serrano, L.; de Toledo, P.; Jimenez-Fernandez, S.; Led, S.; Martinez-Espronceda, M.; and Garcia, J. Iet Communications, 2(2): 181–191. February 2008.
  • linkbibtex abstract Using Well-Known Techniques for Classifying User Behavior Profiles. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In volume 5, pages 18-22, 2008.
  • linkbibtex abstract Classifying Efficiently the Behavior of a Soccer Team. Iglesias, J. A.Ledezma, A.; Sanchis, A.; and Kaminka, G. A. In et al. , W. B., editor(s), Intelligent Autonomous Systems 10. IAS-10, pages 316-323, 2008.
  • linkbibtex abstract An Efficient Behavior Classifier based on Distributions of Relevant Events. Iglesias, J. A.Ledezma, A.; Sanchis, A.; and Kaminka, G. A. In Proceedings of the 18th European Conference on Artificial Intelligence, ECAI 2008, pages 825-826, 2008. IOS Press Core A
  • linkbibtex abstract    1 download  Applying machine consciousness models in autonomous situated agents. Moreno, R. A.; and Sanchis, A. Pattern Recognition Letters,, 29(8): 1033-1038. 6/1 2008.
  • linkbibtex Criteria for Consciousness in Artificial Intelligent Agents. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Klugl, F.; Tuyls, K.; and Sen, S., editor(s), ALAMAS&ALAg Workshop at AAMAS 2008, pages 57-64, May 12th 2008.
  • linkbibtex A Multimodal Attention Mechanism for Autonomous Mobile Robotics. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Proceedings of the IX Workshop on Physical Agents, pages 121-128, 2008 2008.
  • linkbibtex ConsScale: A Plausible Test for Machine Consciouness?. Arrabales, R.; Ledezma, A.; and Sanchis, A. In Proceedings of the Nokia Workshop on Machine Consciousness. 13th Finnish Artificial Intelligence Conference (STeP 2008)., pages 49-57, 2008.
  • linkbibtex Genetic Programming for Predicting Protein Networks. García-Jiménez, B.; Aler, R.; Ledezma, A.; and Sanchis, A. In Advances in Artificial Intelligence – IBERAMIA 2008, 11th Ibero-American Conference on AI, Lisbon, Portugal, October 14-17, 2008. Proceedings, volume 5290, of Lecture Notes in Artificial Intelligence, pages 432-441, 2008. H. Geffner et al. (Eds.). Springer-Verlag Berlin.
  • linkbibtex abstract Protein-protein functional association prediction using genetic programming. García-Jiménez, B.; Aler, R.; Ledezma, A.; and Sanchis, A. In Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, pages 347-348, 2008. ACM. Order Number 190081
  • linkbibtex abstract Design of Artificial Neural Networks Based on Genetic Algorithms to Forecast Time Series. Peralta, J.; Gutierrez, G.; and Sanchis, A. In Innovations in Hybrid Intelligent Systems, pages 231-238. 2008.
  • linkbibtex ADANN: automatic design of artificial neural networks. Peralta, J.; Gutierrez, G.; and Sanchis, A. In GECCO (Companion), pages 1863-1870, 2008.
  • linkbibtex Genetic Approach for Optimizing Ensembles of Classifiers. Ordóñez, F. J.; Ledezma, A.; and Sanchis, A. In FLAIRS Conference, pages 89-94, 2008.
  • linkbibtex     2007 (8)Proposal of an ISO/IEEE11073 platform for Healthcare telemonitoring: Plug-and-Play solution with new use cases. Galarraga, M.; Martinez, I.; Serrano, L.; de Toledo, P.; Escayola, J.; Fernandez, J.; Jimenez-Fernandez, S.; Led, S.; Martinez-Espronceda, M.; Viruete, E.; and Garcia, J. In Annual International Conference of the IEEE Engineering in Medicine And Biology Society, Vols 1-16, 2007.
  • linkbibtex abstract Telemonitoring systems interoperability challenge: An updated review of the applicability of ISO/IEEE 11073 standards for interoperability in telemonitoring. Galarraga, M.; Seffano, L.; Martinez, I.; de Toledo, P.; and Reynolds, M. In Annual International Conference of the IEEE Engineering in Medicine And Biology Society, Vols 1-16, 2007.
  • linkbibtex abstract Implementation experience of a patient monitoring solution based on end-to-end standards. Martinez, I.; Fernandez, J.; Galarraga, M.; Serrano, L.; de Toledo, P.; Escayola, J.; Jimenez-Fernandez, S.; Led, S.; Martinez-Espronceda, M.; and Garcia, J. In 2007 Annual International Conference of the IEEE Engineering in Medicine And Biology Society, Vols 1-16, pages 6426-6429, 2007.
  • linkbibtex abstract Sequence Classification Using Statistical Pattern Recognition. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Advances in Intelligent Data Analysis VII, volume 4723, of LNCS, pages 207-218, September 2007. Springer Core A
  • linkbibtex abstract    1 download  Applying machine consciousness models in autonomous situated agents. Arrabales, R.; and Sanchis, A. Pattern Recognition Letters, In Press. 2007.
  • linkbibtex Modeling Consciousness for Autonomous Robot Exploration. Arrabales, R.; Ledezma, A.; and Sanchis, A. In 2nd International Work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2007), volume 4527-4528, of Lecture Notes in Computer Science, pages 51-60, 2007.
  • linkbibtex Testing Feature Selection in Traffic Signs. Sesmero, M. P.; Alonso-Weber, J. M.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. In Proceedings of the 11th International Conference on Computer Aided Systems Theory – EUROCAST 2007, pages 396–398, Las Palmas de Gran Canaria, Spain, February 2007.
  • linkbibtex Specialized Ensemble of Classifiers for Traffic Sign Recognition. Sesmero, M. P.; Alonso-Weber, J. M.; Gutierrez, G.; Ledezma, A.; and Sanchis, A. In IWANN, pages 733-740, 2007.
  • linkbibtex     2006 (9)Integrated care prevents hospital isations for exacerbations in COPD patients. Casas, A.; Troosters, T.; Garcia-Aymerich, J.; Roca, J.; Hernandez, C.; Alonso, A.; del Pozo, F.; de Toledo, P.; Anto, J. M.; Rodriguez-Roisin, R.; and Decramer, M. European Respiratory Journal, 28(1): 123–130. July 2006.
  • linkbibtex abstract Towards e-health device interoperability: The Spanish experience in the telemedkine research network. De Toledo, P.; Galarraga, M.; Martinez, I.; Serrano, L.; Fernandez, J.; and Del Pozo, F. In Annual International Conference of the IEEE Engineering in Medicine And Biology Society, Vols 1-15, 2006.
  • linkbibtex abstract Interoperability of a mobile health care solution with electronic healthcare record systems. De Toledo, P.; Lalinde, W.; Del Pozo, F.; Thurber, D.; and Jimenez-Fernandez, S. In Annual International Conference of the IEEE Engineering in Medicine And Biology Society, Vols 1-15, 2006.
  • linkbibtex abstract Standards for Medical Device Communication: X73 PoC-MDC. Galarraga, M.; Serrano, L.; Martinez, I.; and de Toledo, P. In 3rd International Congress on Medical and Care Compunetics, volume 121, pages 242–256, 2006.
  • linkbibtex abstract Telemedicine experience for chronic care in COPD. de Toledo, P.; Jimenez, S.; del Pozo, F.; Roca, J.; Alonso, A.; and Hernandez, C. Ieee Transactions On Information Technology In Biomedicine, 10(3): 567–573. July 2006.
  • linkbibtex abstract Caos Online Coach 2006 Team Description. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Proceedings CD RoboCup 2006, June 2006. Core A
  • linkbibtex abstract A Comparing Method of Two Team Behaviours in the Simulation Coach Competition. Iglesias, J. A.Ledezma, A.; and Sanchis, A. In Torra, V.; Narukawa, Y.; Valls, A.; and Domingo-Ferrer, J., editor(s), Modeling Decisions for Artificial Intelligence, MDAI, volume 3885, of LNCS, pages 117–128, 2006. Springer
  • linkbibtex abstract Comparing Behavior in Agent Modelling Task. Iglesias, J. A.; Ledezma, A.; and Sanchis, A. In Guimaraes, N.; Isaías, P.; and Goikoetxea, A., editor(s), Applied Computing 2006, pages 289–296, 2006.
  • linkbibtex abstract A Machine Consciousness Approach to Autonomous Mobile Robotics. Arrabales, R.; and Sanchis, A. In 5th International Cognitive Robotics Workshop. AAAI-06., 2006.
  • linkbibtex     2005 (2)Predicting Opponent Actions by Observation. Ledezma, A.; Aler, R.; Sanchis, A.; and Borrajo, D. In Nardi, D.; Riedmiller, M.; Sammut, C.; and Santos-Victor, J., editor(s), RoboCup 2004: Robot Soccer World Cup VIII, volume 3276, of Lecture Notes in Computer Science, pages 286–296, Lisbon, Portugal, July 2005. The RoboCup Federation, Springer Verlag ISSN 0302-9743 (Print) 1611-3349 (Online)
  • linkbibtex abstract Non-direct Encoding method based on Cellular Automata to design Neural Network Architectures. Gutierrez, G.; Sanchis, A.; Isasi, P.; Molina, J.; and Galvan, I. M. Computing and Informatics, 24: 225-247. 2005.
  • linkbibtex     2004 (2)Empirical Evaluation of Optimized Stacking Configurations. Ledezma, A.; Aler, R.; Sanchis, A.; and Borrajo, D. In Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), pages 49–55, Boca Raton, FL, USA, November 2004. IEEE Computer Society
  • linkbibtex abstract Studying the capacity of cellular encoding to generate feedforward neural network topologies. Gutierrez, G.; Galvan, I. M.; MoIina, J.; and Sanchis, A. In Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on, volume 1, pages 4 vol. (xlvii+3302), july 2004.
  • doilinkbibtex     2003 (2)Studying the Capacity of Grammatical Encoding to Generate FNN Architectures. Gutierrez, G.; García-Jiménez, B.; Molina, J. M.; and Sanchis, A. In IWANN (1), pages 478-485, 2003.
  • linkbibtex Modified Self-organizing Maps for Line Extraction in Digitized Text Documents. Alonso-Weber, J. M.; Galvan, I. M.; and Sanchis, A. In The 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), February 10-13, 2003, Innsbruck, Austria, of Applied Informatics, pages 281-286, 2003.
  • linkbibtex     2002 (8)Middlecare: middleware technology for home-based chronic patient shared care. Gomez, E. J.; del Pozo, F.; Hemando, M. E.; de Toledo, P.; Garcia-Olaya, A.; Caceres, C.; Jimenez, S.; and Rodriguez, S. In Conference Proceedings. Second Joint EMBS-BMES Conference 2002. 24th Annual International Conference of the Engineering in Medicine and Biology Society. Annual Fall Meeting of the Biomedical Engineering Society (Cat. No.02CH37392), January 2002.
  • linkbibtex abstract A telemedicine system to support a new model for care of chronically ill patients. de Toledo, P.; Jimenez, S.; and Del Pozo, F. Journal Of Telemedicine And Telecare, 8: 17–19. 2002.
  • linkbibtex abstract Exploring the stacking state-space. Ledezma, A.; Aler, R.; and Borrajo, D.International Journal on Artificial Intelligence Tools, 11(4): 267-282. June 2002.
  • linkbibtex abstract Predicting Opponent actions in the RoboSoccer. Ledezma, A.; Aler, R.; Sanchis, A.; and Borrajo, D. In Proceedings of the 2002 IEEE International Conference on Systems, Man and Cybernetics, volume 7, Hammamet, Tunisia, October 2002.
  • linkbibtex abstract An objective measure to compare some automatic generation methods of NN architectures. Gutierrez, G.; Molina, J.; Galvan, I.; and Sanchis, A. In Systems, Man and Cybernetics, 2002 IEEE International Conference on, volume 3, pages 6 pp. vol.3, oct. 2002.
  • doilinkbibtex Generative Capacities of Cellular Automata Codification for Evolution of NN Codification. Gutierrez, G.; Galvan, I. M; Molina, J. M.; and Sanchis, A. In ICANN, pages 314-322, 2002.
  • linkbibtex Generative capacities of grammars codification for evolution of NN architectures. Guinea, M.; Gutierrez, G.; Galvan, I. M.; Sanchis, A.; and Molina, J. In Evolutionary Computation, 2002. CEC ’02. Proceedings of the 2002 Congress on, volume 1, pages 611 -616, may 2002.
  • doilinkbibtex An Adaptive Video Event Mining System for an Autonomous Underwater Vehicle. Arrabales, R.; Flanagan, C.; and Toal, D. Intelligent Engineering Systems through Artificial Neural Networks, 12,: 585-591. 2002. key: Arrabales et al.
  • linkbibtex     2001 (7)Heuristic Search Based Stacking of Classifiers. Ledezma, A.; Aler, R.; and Borrajo, D. Data Mining: a Heuristic Approach, pages 54–67. Abbass, H. A.; Sarker, R.; and Newton, C., editor(s). Idea Group Publishing, 2001.
  • linkbibtex abstract Empirical study of a stacking state-space. Ledezma, A.; Aler, R.; and Borrajo, D. In In Proceedings of the Thirteenth IEEE International Conference on Tools with Artificial Intelligence, pages 210–217, Dallas, Texas, November 2001. IEEE Computer Society
  • linkbibtex abstract Automatic symbolic modelling of co-evolutionarily learned robot skills. Ledezma, A.; Berlanga, A.; and Aler, R. In Mira, J.; and Prieto, A., editor(s), Connectionist Models of Neurons, Learning Processes and Artificial Intelligence, 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Proceedings, Part I, volume 2084, of Lecture Notes In Computer Science, pages 799–806, Granada, Spain, June 2001. Springer
  • linkbibtex abstract Extracting Knowledge from Reactive Robot Behaviour. Ledezma, A.; Berlanga, A.; and Aler, R. In Proceedings of the Agents-01 Workshop on Learning Agents, pages 7-12, Montreal, Canada, May 2001.
  • linkbibtex abstract Evolutionary Cellular Configurations for Designing Feed-Forward Neural Networks Architectures. Gutierrez, G.; Isasi, P.; Molina, J. M.; Sanchis, A.; and Galvan, I. M In IWANN (1), pages 514-521, 2001.
  • linkbibtex Several Aspects in a cellular configuration for designing Feed-Forward Neural Networks Networks Architectures. Gutierrez, G.; Sanchis, A.; and Galvan, I. M. In Proceedings of the UK Workshop on Computational Intelligence (UKCI-01), Edinburgh, September 2001s, 2001.
  • linkbibtex Diseño de Redes Neuronales Artificiales Mediante Computación Evolutiva. Gutierrez, G.; Galvan, I. M.; and Sanchis, A. Informes Técnicos, Volumen I (1997-2001), pages 305-326. Departamento de Informática, U. C. I. d. M., editor(s). Departamento de Informática, Universidad Carlos III de Madrid Informes Técnicos, Volumen I (1997-2001), 2001.
  • linkbibtex     2000 (3)Students failures: A Knowledge Discovery Application. Ledezma, A.; and Borrajo, D. In Learning 00, October 2000.
  • linkbibtex abstract Cooperación en Sistemas Distribuidos de Robots Reactivos Minimizando la Cantidad de Información Comunicada. Fernandez, F.; Gutierrez, G.; and Molina, J. M. In Actas del Simposio Español de Informática Distribuida (SEID’2000), 2000.
  • linkbibtex Coordinación Global Basada en Controladores Locales Reactivos en la RoboCup. Fernandez, F.; Gutierrez, G.; and Molina, J. M. In Actas del primer Workshop Hispano-Luso en Agente Físicos, 20