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Publications

Journal Papers:

[J7] - Santiago Ontañón and Enric Plaza (accepted 2012) Similarity Measures over Refinement Graphs. Machine Learning Journal. Volume 87, Issue 1 (2012), Page 57-92 [pdf]

[J6] - Xiaoqin (Shelley) Zhang, Sungwook Yoon, Phillip DiBona, Darren Scott Appling, Li Ding, Janardhan Rao Doppa, Derek Greeny, Jinhong K. Guo, Ugur Kuter, Geoff Levine , Reid L. MacTavish , Daniel McFarlane, James R Michaelis, Hala Mostafa , Santiago Ontañón, Charles Parker, Jainarayan Radhakrishnan, Antons Rebguns, Bhavesh Shrestha, Zhexuan Song , Ethan B.  Trewhitt, Huzaifa Zafar, Chongjie Zhang, Dan Corkill, Gerald DeJong, Thomas G. Dietterich, Subbarao Kambhampati, Victor Lesser, Deborah L. McGuinness, Ashwin Ram, Diana Spears , Prasad Tadepalli, Elizabeth T. Whitaker,Weng-Keen Wong, James A. Hendler, Martin O. Hofmann, Kenneth Whitebread (accepted 2011) An Ensemble Architecture for Learning Complex Problem-Solving Techniques From Demonstration. in ACM Transactions of Intelligent Systems and Technology (TIST). Vol. 4, No. 4. To appear.

[J5] - Santiago Ontañón and Enric Plaza (2011) An Argumentation Framework for Learning, Information Exchange, and Joint-Deliberation in Multi-Agent Systems. In Multiagent and Grid Systems Journal (MAGS), IOS Press, Volume 7, Nuber 2-3, pp. 95-108..

[J4] - Manu Sharma  and Santiago Ontañón and Manish Mehta and Ashwin Ram (2010) Drama Management and Player Modeling for Interactive Fiction Games, in Computational Intelligence Journal, Volume 26 Issue 2, pp. 183-211. (Impact factor 5.378) [pdf]

[J3] - Santiago Ontañón and Kinshuk Mishra and Neha Sugandh and Ashwin Ram (2010) On-line Case-Based Planning. in Computational Intelligence Journal, Volume 26, Issue 1, pp. 84-119. (Impact factor 5.378) [pdf]

[J2] - Enric Plaza and Santiago Ontañón (2006) Learning Collaboration Strategies for Committees of Learning Agents. in Journal of Autonomous Agents and Multi-Agent Systems (JAAMAS), Volume 13, Issue 3, pp 429 - 461. [pdf]

[J1] - Enric Plaza, Eva Armengol and Santiago Ontañón (2005), The Explanatory power of Symbolic Similarity in Case-Based Reasoning. In Artificial Intelligence Review. Volume 24, Number 2, pp. 145-161. [pdf]



Book Chapters:


[BC9] - Santiago Ontañón and Enric Plaza (2011) Empirical Argumentation: Integrating Induction and Argumentation in MAS. In Peter McBurney, Iyan Rahwan, and Simon Parsons (Editors), Argumentation in Multi-Agent Systems, Lecture Notes in Artificial Intelligence (LNAI) Vol. 6614. pp 49 - 67, Springer-Verlag.

[BC8] - Santiago Ontañón and Ashwin Ram (2011) Case-Based Reasoning and User-Generated AI for Real-Time Strategy Games. In Pedro Antonio González-Calero and Marco Antonio Gómez-Martín (Editors), Artificial Intelligence for Computer Games, pp. 103-124. Springer-Verlag.

[BC7] - Santiago Ontañón and Enric Plaza (2009) Argumentation-Based Information Exchange in Prediction Markets, in Argumentation in Multi-Agent Systems, Lecture Notes in Artificial Intelligence (LNAI) Vol. 5384. pp 181-196, Springer-Verlag. [pdf]

[BC6] - Santiago Ontañón and Enric Plaza (2008) An Argumentation-Based Framework For Deliberation in Multi-agent Systems, in Argumentation in Multi-Agent Systems, Lecture Notes in Artificial Intelligence (LNAI) Vol. 4946. pp 178-196, Springer-Verlag. [pdf]

[BC5] - Manish Mehta and Santiago Ontañón and Ashwin Ram (2008) Adaptive Computer Games: Easing the Authorial Burden. in Steve Rabin (Editor), AI Game Programming Wisdom 4. pp. 617-632 [pdf draft]

[BC4] - Santiago Ontañón and Kinshuk Mishra and Neha Sugandh and Ashwin Ram (2008) Learning from Demonstration and Case-Based Planning for Real-Time Strategy Games. in Soft Computing Applications in Industry, Studies in Fuzziness and Soft Computing 226, p. 293-310 [pdf]

[BC3] - Santiago Ontañón and Enric Plaza (2007), Arguments and Counterexamples in Case-based Joint Deliberation. In N. Maudet and S. Parsons and I. Rahwan (Editors), Argumentation in Multi-Agent Systems, Lecture Notes in Artificial Intelligence Vol. 4766, p. 36-53, Springer Verlag. [PDF file]

[BC2] - Jesús Cerquides, Maite López-Sánchez, Santi Ontañón, Eloi Puertas, Anna Puig, Oriol Pujol, Dani Tost (2006), Classification Algorithms for Biomedical Volume Datasets. CAEPIA'05 post-proceedings, Lecture Notes in Computer Science 4177, pp 143-152.

[BC1]- Enric Plaza and Santiago Ontañón (2003), Cooperative Multiagent Learning. In Adaptive Agents and Multi-Agent Systems, Lecture Notes on Artificial Intelligence 2636, Springer Verlag. pp 1-17. [PDF]



Conference Papers:


[C60] - Josep Valls and Santiago Ontañón (2012) Natural Language Generation through Case-based Text Modification. In ICCBR 2012 (to appear).

[C59] - Santiago Ontañón, Josep Lluis Arcos, Josep Puyol-Gruart, Eusebio Carasusan, Daniel Giribet, David de La Cruz, Ismel Brito and Carlos Lopez Del Toro (2012) A Case-Based Approach to the Generation of Audio-visual Narratives. In ICCBR 2012 (to appear).

[C58] - Sergio Manzano, Santiago Ontañón and Enric Plaza (2012) A Case-based Approach to Mutual Adaptation of Taxonomic Ontologies. In ICCBR 2012 (to appear).

[C57] - Atılım Gunes Baydin and Ramon Lopez de Mántaras and Santiago Ontañón (2012) Automated Generation of Cross-Domain Analogies via Evolutionary Computation. In ICCC 2012 (to appear)

[C56] - Santiago Ontañón and Enric Plaza (2012) Toward a Knowledge Transfer Model of Case-based Inference. In FLAIRS 2012 (to appear).

[C55] - Santiago Ontañón (2012) Case Acquisition Strategies for Case-Based Reasoning in Real-Time Strategy Games. In FLAIRS 2012 (to appear).

[C54] - Santiago Ontañón and Pedro Meseguer (2011) Efficient Operations in Feature Terms using Constraint Programming. In Inductive Logic Programming 2011. [PDF]

[C53] -  Santiago Ontañón and Jichen Zhu (2011) The SAM Algorithm for Analogy-Based Story Generation. In Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2011). pages 67 - 72. [pdf]

[C52] - Antonio A. Sánchez-Ruiz, Santiago Ontañón, Pedro A. González-Calero and Enric Plaza. Measuring Similarity in Description Logics using Refinement Operators. In Proceedings of International Conference on Case-Based Reasoning (ICCBR 2011), pp. 289 - 303.

[C51] - Sergio Manzano, Santiago Ontañón and Enric Plaza. A Case-based Approach to Open-Ended Collective Agreement with Rational Ignorance. In Proceedings of International Conference on Case-Based Reasoning (ICCBR 2011), pp. 107 - 121.

[C50] - Sergio Manzano, Santiago Ontañón and Enric Plaza. Amalgam-based Reuse for Multiagent Case-based Reasoning. In Proceedings of International Conference on Case-Based Reasoning (ICCBR 2011), pp. 122 - 136.

[C49] -  Jichen Zhu,
Santiago Ontañón and Brad Lewter (2011) Representing Game Characters' Inner Worlds through Narrative Perspectives. In Foundations of Digital Games (FDG 2011). (acceptance ratio 32/107).

[C48] - Santiago Ontañón and Jichen Zhu (2011) On the Role of Domain Knowledge in Analogy-Based Story Generation. In International Joint Conference on Artificial Intelligence (IJCAI 2011). pages 1717-1722. (acceptance ratio 400/1325) [pdf]

[C47] - Kathryn Genter, Santiago Ontañón and Ashwin Ram (2011) Learning Opponent Strategies through First Order Induction. In Florida Artificial Intelligence Research Scociety Conference (FLAIRS 2011). pp. 482 - 483.


[C46] - Søren Tranberg, Santiago Ontañón (2010)  A Framework for Multi Player Robot Games. In Proceedings of International Conference in Social Robotics (ICSR 2010). Lecture Notes in Artificial Intelligence 6414, pp. 131 - 140. [pdf]

[C45] - Andrea Corradini, Manish Mehta, Santiago Ontañón, and Juel Henrichsen (2010) Textual vs. Graphical Interaction in an Interactive Fiction Game: Lessons Learned. In proceedings of International Conference on Interactive Digital Storytelling (ICIDS 2010). pp. 228 - 231. [pdf]

[C44] - Santiago Ontañón and Jichen Zhu (2010) Story and Text Generation through Computational Analogy in the Riu System. In Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2010), pp. 51 - 56 (acceptance ratio 17/57) [pdf]

[C43] - Santiago Ontañón and Enric Plaza (2010) Concept Convergence in Empirical Domains. In Discovery Science (DS 2010), pp. 281 - 295. [pdf]

[C42] - Santiago Ontañón and Enric Plaza (2010) Argumentation-based Example Interchange for Multiagent Induction. In Artificial Intelligence Research and Development, Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence. IOS Press, pp. 59 - 68. [pdf]

[C41] - Santiago Ontañón, Pilar Dellunde, Lluís Godo and Enric Plaza (2010) Towards a Logical Model of Induction from Examples and Communication. In Artificial Intelligence Research and Development, Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence. IOS Press, pp. 259 - 268. [pdf]

[C40] - Jichen Zhu and Santiago Ontañón (2010) Story Representation in Analogy-Based Story Generation in Riu. in proceedings of IEEE Computational Intelligence in Games (IEEE-CIG 2010). pp. 435-442. (acceptance ratio 61/124) [pdf]

[C39] - Santiago Ontañón and Enric Plaza (2010) Argumentation-based Multiagent Induction. In proceedings of the European Conference on Artificial Intelligence (ECAI 2010), pp. 1111-1112. [pdf]

[C38] - Santiago Ontañón and Enric Plaza (2010) Multiagent Inductive Learning: an Argumentation-based Approach. In International Conference on Machine Learning (ICML 2010), pp 839 - 846.  (acceptance ratio 152/594) [PDF file]

[C37] - Santiago Ontañón and Enric Plaza (2010) Amalgams: A Formal Approach for Combining Multiple Case Solutions. In International Conference on Case-Based Reasoning (ICCBR 2010), LNAI 6176, pp. 257 - 271. [updated pdf]

[C36] - Jichen Zhu and Santiago Ontañón (2010) Towards Analogy-Based Story Generation, in First International Conference in Computational Creativity (ICCC-X 2010), pp. 75 - 84. [PDF file]

[C35] - Andrea Corradini, Manish Mehta, Santiago Ontañón (2009) Evaluation of a Drama Manager Agent for an Interactive Story-based Game, in International Conference on Interactive Digital Storytelling (ICIDS 2009). Lecture Notes in Computer Science, Volume 5915/2009, pp. 246-257. [pdf]

[C34] - Andrea Corradini, Manish Mehta, Santiago Ontañón (2009) Evaluating a Drama Management Approach in an Interactive Fiction Game, in 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2009), pp. 141-144.

[C33] - Manish Mehta and Santiago Ontañón and Ashwin Ram (2009) Using Meta-Reasoning to Improve the Performance of Case-Based Planning, in International Conference on Case-Based Reasoning (ICCBR 2009), LNAI 5650, pp 210 - 224. [PDF file]

[C32] - Santiago Ontañón and Enric Plaza (2009) On Similarity Measures based on a Refinement Lattice. in International Conference on Case-Based Reasoning (ICCBR 2009), LNAI 5650, pp 240 - 255. [PDF file]

[C31] - Jainarayan Radhakrishnan and Santiago Ontañón and Ashwin Ram (2009) Goal-Driven Learning in the GILA Integrated Intelligence Architecture. in International Joint Conference on Artificial Intelligence (IJCAI 2009), pp 1205 -1210. [PDF file]

[C30] - Xiaoqin (Shelley) Zhang, Sungwook Yoon, Phillip DiBona, Darren Scott Appling, Li Ding, Janardhan Rao Doppa, Derek Greeny, Jinhong K. Guo, Ugur Kuter, Geoff Levine , Reid L. MacTavish , Daniel McFarlane, James R Michaelis, Hala Mostafa , Santiago Ontañón, Charles Parker, Jainarayan Radhakrishnan, Antons Rebguns, Bhavesh Shrestha, Zhexuan Song , Ethan B. Trewhitt, Huzaifa Zafar, Chongjie Zhang, Dan Corkill, Gerald DeJong, Thomas G. Dietterich, Subbarao Kambhampati, Victor Lesser, Deborah L. McGuinness, Ashwin Ram, Diana Spears , Prasad Tadepalli, Elizabeth T. Whitaker,Weng-Keen Wong, James A. Hendler, Martin O. Hofmann, Kenneth Whitebread (2009) An Ensemble Learning and Problem Solving Architecture for Airspace Management. in Innovative Applications of Artificial Intelligence (IAAI-2009), pp. 203 - 210. [PDF file]

[C29] - Santiago Ontañón and Abhishek Jain and Manish Mehta and Ashwin Ram (2008) Developing a Drama Management Architecture for Interactive Fiction Games. in International Conference on Interactive Digital Storytelling ICIDS 2008, Erfurt, Germany, Lecture Notes in Computer Science 5334, pp 186-197 [PDF file]

[C28] - Suhas Virmani and Yatin Kanetkar and Manish Mehta and Santiago Ontañón and Ashwin Ram (2008), An Intelligent IDE for Behavior Authoring in Real-Time Strategy Games. AIIDE-2008 [PDF file]

[C27] - Andrew Trusty and Santiago Ontañón and Ashwin Ram (2008), Stochastic Plan Optimization in Real-Time Strategy Games. AIIDE-2008 [PDF file]

[C26] - Kinshuk Mishra and Santiago Ontañón and Ashwin Ram (2008), Situation Assessment for Plan Retrieval in Real-Time Strategy Games. ECCBR-2008, Lecture Notes in Computer Science 5239, pp 355-369. [PDF file]

[C25] - Neha Sugandh and Santiago Ontañón and Ashwin Ram (2008), Real-Time Plan Adaptation for Case-Based Planning in Real-Time Strategy Games. ECCBR-2008, Lecture Notes in Computer Science 5239, pp 533-547. [PDF file]

[C24] - Neha Sugandh and Santiago Ontañón and Ashwin Ram (2008), On-Line Case-Based Plan Adaptation for Real-Time Strategy Games. AAAI-2008, pp 702-707. [PDF file]

[C23] - Manu Sharma and Santiago Ontañón Manish Mehta and Ashwin Ram (2007) Drama Management Evaluation for Interactive Fiction Games. in AAAI-2007 Intelligent Narratives Technologies Fall Symposium [PDF file]

[C22] - Manish Mehta and Santiago Ontañón and Ashwin Ram (2007) Driving Interactive Drama Research through Building Complete systems. in AAAI-2007 Intelligent Narratives Technologies Fall Symposium [PDF file]

[C21] - Santiago Ontañón and Kinshuk Mishra and Neha Sugandh and Ashwin Ram (2007) Case-Based Planning and Execution for Real-Time Strategy Games. in ICCBR 2007, Lecture Notes in Computer Science 4626, pp 164-178.  [PDF file]

[C20] - Ashwin Ram and Santiago Ontañón and Manish Mehta (2007) Artificial Intelligence for Adaptive Computer Games. in FLAIRS 2007, pp 22-29 [PDF file]

[C19] - Manu Sharma and Santiago Ontañón and Christina Strong and Manish Mehta and Ashwin Ram (2007) Towards Player Preference Modeling for Drama Management in Interactive Stories. in FLAIRS 2007, pp 571-576 [PDF file]

[C18] - Santiago Ontañón and Enric Plaza (2007) An Argumentation based Approach to Multi-Agent Learning. in FLAIRS 2007, pp 405-410. [PDF file]

[C17] - Santiago Ontañón and Enric Plaza (2007) Learning and Joint Deliberation through Argumentation in Multi-Agent Systems. in Autonomous Agents and Multi-Agent Systems (AAMAS 2007), pp 971-978. [PDF file]

[C16] - Santiago Ontañón and Enric Plaza (2007) Case-based Learning from Proactive Communication. in International Joint Conference on Artificial Intelligence (IJCAI 2007), pp 999-1004. [PDF file]

[C15] - Maite López-Sánchez, Jesús Cerquides, Santi Ontañón, Anna Puig, Eloi Puertas (2006), Learning Methods Applied to High-Resolution CT Volume Data Classification. 3IA 2006 (International Conference on Computer Graphics and Artificial Intelligence) [PDF file]

[C14] - Jesús Cerquides, Maite López-Sánchez, Santi Ontañón, Eloi Puertas, Anna Puig, Oriol Pujol, Dani Tost (2005), Learning Methods for Automatic Classification of Biomedical Volume Datasets. XI Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA05) - 2005. p 143 - 152. [PDF file]

[C13] - Santiago Ontañón and Enric Plaza (2005), Recycling Data for Multi-Agent Learning . In Proceedings of the 22nd International Conference  on Machine Learning (ICML 2005). Pages 633-640. ACM Press. Luc de Raed and  Stefan Wrobel, Edts. ISBN 1-59593-180-5. [PDF file]

[C12]- Santiago Ontañón and Enric Plaza (2004), Justification-based Selection of Training Examples for Case Base Reduction. In Machine Learning: ECML 2004.Lecture Notes in Artificial Intelligence 3201, p 310-321. Springer-Verlag [PDF file]

[C11]- Santiago Ontañón and Enric Plaza (2004), Justification-based Case Retention. In European. Conf. Case Based Reasoning (ECCBR 2004). Lecture Notes in Artificial Intelligence 3155, p. 346-360. Springer-Verlag. [PDF file]

[C10]- Santiago Ontañón and Enric Plaza (2003), Justification-based Multiagent Learning In Congrés Català d'Intel·ligència Artificial (CCIA 2003).

[C9]- Santiago Ontañón and Enric Plaza (2003), Justification-based Multiagent Learning In ICML 2003, pp 576-583. [PDF file].

[C8]- Santiago Ontañón and Enric Plaza (2003), Collaborative Case Retention Strategies for CBR Agents In ICCBR 2003, Lecture Notes in Computer Science 2689, pp 392-406. [PDF]

[C7]- Santiago Ontañón and Enric Plaza (2003), Learning to Form Dynamic Committees. In AAMAS'03, pp 504-511. [PDF]

[C6]- Santiago Ontañón and Enric Plaza (2002), Case Exchange Strategies in Multiagent Learning. In T. Elomaa, H. Mannila, H. Toivonen (Eds.) Machine Learning: ECML 2002 . Lecture Notes in Artificial Intelligence 2430, p. 331-344. Springer-Verlag. [PDF]

[C5]- Santiago Ontañón and Enric Plaza (2002), A Bartering Approach to Improve Multiagent Learning. In proceedings of the first international joint conference on Autonomous Agents and Multiagent Systems (AAMAS 2002), p.386-393. ACM press. 2002. [PDF]

[C4]- Santiago Ontañón and Enric Plaza (2002), Cooperative Case Bartering for Case-Based Reasoning Agents. In Topics in Artificial Intelligence: CCIA'02 Lecture Notes in Artificial Intelligence 2504, p. 294-308. Springer-Verlag [PDF]

[C3]- Santiago Ontañón and Enric Plaza (2002), Cooperative Case Bartering for Case-Based Reasoning Agents. In 2002 AAAI Spring Symposium Series, p.77-83. AAAI Press. [PDF file]

[C2]- Santiago Ontañón and Enric Plaza (2001), Learning When to Collaborate among Learning Agents. In L. De Raedt, P. Flach (Eds.) Machine Learning: ECML 2001. Lecture Notes in Artificial Intelligence 2167, p. 394-405. Springer-Verlag. [PDF file]

[C1]- Enric Plaza and Santiago Ontañón (2001), Ensemble Case-based Reasoning: Collaboration Policies for Multiagent Cooperative CBR. In Case-Based Reasoning Research and Development: ICCBR 2001,. Lecture Notes in Artificial Intelligence 2080, p. 437-451. Springer-Verlag. [PDF file]



Workshop Papers:


[W15] - Santiago Ontañón, Jose L. Montaña and Avelino Gonzalez (2011) Towards a Unified Framework for Learning from Observation. In 2011 IJCAI Workshop on Agents Learning Interactively from Human Teachers (ALIHT 2011). [pdf].

[W14] - Jichen Zhu, J. Michael Moshell, Santiago Ontañón, Elena Erbiceanu and Charles Hughes (2011)  Why can't a virtual character be more like a human: A mixed initiative approach to believable agents. In HCI International 2011.


[W13] - Manish Mehta, Santiago Ontañón and Ashwin Ram (2010) Meta-Level Behavior Adaptation in Real-Time Strategy Games. In ICCBR 2010 workshop on CBR for Computer Games, pp. 3 - 14. [pdf]

[W12] - Ben G. Weber and Santiago Ontañón (2010) Using Automated Replay Annotation for Case-Based Planning in Games. In ICCBR 2010 workshop on CBR for Computer Games, pp. 15 - 24. [pdf]

[W11] - Pedro-Pablo Gómez Martín, David LLansó, Marco Antonio Gómez Martín, Santiago Ontañón and Ashwin Ram (2010)
MMPM: a Generic Platform for Case-Based Planning Research. In ICCBR 2010 workshop on CBR for Computer Games, pp 45 - 54.[pdf]

[W10] - Santiago Ontañón and Enric Plaza (2010) Empirical Argumentation: Integrating Induction and Argumentation in MAS. In AAMAS 2010 Workshop on Argumentation in Multiagent Systems (ArgMAS 2010), pp. 163 - 180. [pdf]

[W9] - Manish Mehta and Santiago Ontañón and Ashwin Ram (2009) Authoring Behaviors for Games using Learning from Demonstration, in ICCBR 2009 workshop on Case Based Reasoning for Computer Games.[PDF file]

[W8] - Santiago Ontañón and Enric Plaza (2009) Argumentation-based Distributed Induction, in Workshop on Agreement Technologies 2009 (in CAEPIA 2009). [PDF file]

[W7] - Santiago Ontañón and Kane Bonnette and Prafulla Mahindrakar and Marco A. Gómez-Martín and Katie Long and Jainarayan Radhakrishnan and Rushabh Shah and Ashwin Ram (2009) Learning from Human Demonstrations for Real-Time Case-Based Planning. in the IJCAI-09 Workshop on Learning Structural Knowledge From Observations. [PDF file]

[W6] - Santiago Ontañón and Enric Plaza (2008) Learning, Information Exchange, and Joint-Deliberation Through Argumentation in Multi-Agent Systems, in On the Move to Meaningful Internet Systems: OTM 2008 Workshops OTM Confederated International Workshops and Posters, Lecture Notes in Computer Science (LNCS), Vol. 5333. pp 150-159, Springer-Verlag. [PDF file]

[W5] - Santiago Ontañón and Enric Plaza (2008) Argumentation-based Information Exchange in Prediction Markets. in ArgMAS 2008, pp 181-196. [PDF file]

[W4] - Manu Sharma and Manish Mehta and Santiago Ontañón and Ashwin Ram (2007) Player Modeling Evaluation for Interactive Fiction. in AIIDE'07 Workshop on Optimizing Player Satisfaction [PDF file]

[W3] - Santiago Ontañón and Enric Plaza (2006) Arguments and Counterexamples in Case-based Joint Deliberation. ArgMAS 2006, pp. 36-53. [PDF file]

[W2]- Eva Armengol, Santiago Ontañón and Enric Plaza (2004), Explaining Similarity in CBR. In Workshop in Explanation in CBR in the European. Conf. Case Based Reasoning 2004. Technical report 142-04 Departamento de Sistemas Informáticos y Programación, Universidad Complutense de Madrid, p. 87-95. Springer-Verlag.

[W1]- Santiago Ontañón and Enric Plaza (2001), Collaboration Policies for Case-Based Reasoning Agents In Proc. Workshop on Learning Agents Autonomous Agents'2001 [PDF file].



Books:

[B1] - Santiago Ontañón (2008), Ensemble Case Based Learning for Multi-Agent Systems. VDM Verlag, ISBN-10: 3836474301, ISBN-13: 9783836474306 (available from http://www.bod.de/index.php?id=296&objk_id=128979)


Dissertation:

            Santiago Ontañón (2005), Ensemble Case Based Learning for Multi-Agent Systems. [PDF file] [Scribd]

Subpages (1): pdfs