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Recent Publications and Events Alberto Reyes Ballesteros

Indexed Publications

  • Mónica. Borunda, Oscar Jaramillo, Alberto Reyes and Pablo H. Ibarguengoytia; Bayesian networks in renewable energy systems: A bibliographical survey; Renewable and Sustainable Energy Reviews; Volume 62, September 2016, Pages 32–4; https://doi.org/10.1016/j.rser.2016.04.030.
  • G. Santamaría-Bonfil; A. Reyes-Ballesteros, C. Gershenson; Wind speed forecasting for wind farms: A method based on support vector regression; Renewable Energy; Elselvier 2015; http://dx.doi.org/10.1016/j.renene.2015.07.004.
  • Mónica Borunda, O.A. Jaramillo, R. Dorantes, Alberto Reyes; Organic Rankine Cycle coupling with a Parabolic Trough Solar Power Plant for Cogeneration and Industrial Processes; Renewable Energy; Elselvier 2015 http://dx.doi.org/10.1016/j.renene.2015.08.041.
  • Pablo H. Ibargüengoytia, Miguel Angel Delgadillo,Uriel A. García and Alberto Reyes; Viscosity virtual sensor to control combustion in fossil fuel power plants; Engineering Applications of Artificial Intelligence (2013), http://dx.doi.org/10.1016/j.engappai.2013.05.004.
  • Alberto Reyes, Yazmin Hernández, Pablo de Buen, Eduardo Islas, Miguel Pérez, Carlos F. García Hernández, Guillermo Rodríguez, Rogelio Martínez and Fernando Jiménez; Intelligent Tutoring and Training Tools for the Electric Power Sector Developed at IIE; Research in Computing Science; Vol. 47; pags 49-57; 2012
  • M. G. Garcia-Hernandez, J. Ruiz-Pinales, E. Onaindia, A. Reyes-Ballesteros, Solving the Sailing Problem with a new Prioritized Value Iteration, Applied Artificial Intelligence: An International Journal, 26:6, 571-587; ISSN 0883-9514 (Print), 1087-6545 (Online), 2012. http://dx.doi.org/10.1080/08839514.2012.687662.
  • Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Eva Onaindía, Alberto Reyes-Ballesteros, Sergio Ledesma-Orozco, J.Gabriel Aviña-Cervantes, Edgar Alvarado-Méndez, Mixed Acceleration Techniques for solving quickly Stochastic Shortest-Path Markov Decision Processes, Journal of Applied Research and Technology , ISSN 1665-6423, Vol.9 No. 2, August 2011.
  • Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Eva Onaindía, Alberto Reyes-Ballesteros, J.Gabriel Aviña-Cervantes, Sergio Ledesma-Orozco, New Prioritized Value Iteration for Markov Decision Processes, Artificial Intelligence Review, An International Science and Engineering Journal, Vol. 36 No. 1,  ISSN 0269-2821, Springer, May 2011. http://dx.doi.org/10.1007/s10462-011-9224-z.
  • Francisco Elizalde, Luis Enrique Sucar, Julieta Noguez Monroy and Alberto Reyes, Generating Explanations based on Markov Decision Processes, Lecture notes in Computer Science Series, Springer Berlin/Heidelberg, Vol. 5845/2009, MICAI 2009: Advances in Artificial Intelligence, ISBN 978-3-642-05257-6, pags. 51-62, November 2009.
  • García-Hernández Ma. de G., Ruiz-Pinales J., Reyes-Ballesteros A., Onaindía E., Aviña-Cervantes J. Gabriel, and Ledesma S., Acceleration of association-rule based Markov decision processes. Journal of Applied Research and Technology: ISSN 1665-6423, vol. 7 Number 3, pages 354-375, 2009.
  • P. Ibarguengoytia, A. Reyes and Z. Flores, Probabilistic Intelligent Systems for Thermal Power Plants, special issue on Innovative Applications of AI (IAAI), Computación y Sistemas, ISSN 1405-5546, Vol. 13 No. 1, pp. 21-32, July-September 2009.
  • A. Reyes, L. E. Sucar and E. Morales, AsistO: A Qualitative MDP-based Recommender System for Power Plant Operations, special issue on Innovative Applications of AI (IAAI), Computación y Sistemas, ISSN 1405-5546, Vol. 13 No. 1, pp. 5-20, July-September 2009.
  • Ma.de Guadalupe García-Hernández, José Ruiz-Pinales, Alberto Reyes-Ballesteros, J. Gabriel Aviña-Cervantes, Donato Hernández-Fusilier, Procesos de Decisión de Markov rápidos mediante Reglas de Asociación, Research in Computing Science (IPN) Vol. 38 pp. 117-126: Advances in Intelligent and Information Technologies, ISSN: 1870-4069 (indexed by latindex), October 2008.
  • Reyes, L. E. Sucar, E. Morales, Pablo H. Ibarguengoytia; Solving Hybrid Markov Decision Processes; Lecture notes in Artificial Intelligence 4293, Springer, MICAI 2006: Advances in AI, pp 227-236, November 2006.
  • P. H. Ibarguengoytia and A. Reyes; Constructing Virtual Sensors using Probabilistic Reasoning; Lecture notes in Artificial Intelligence 4293, Springer, MICAI 2006: Advances in AI, pp 218-226, November 2006.
  • A. Reyes, P. H. Ibarguengoytia, L. E. Sucar; Power Plant Operator Assistant: An Industrial Application of Factored MDPs; Lecture notes in Artificial Intelligence 2972, Springer, MICAI 2004: Advances in AI, pp 565-573, April 2004.

Conference Proceedings

  • Ibargüengoytia P.H., García U.A., Reyes A., Borunda M. (2016) Anomalies Detection in the Behavior of Processes Using the Sensor Validation Theory. In: Montes y Gómez M., Escalante H., Segura A., Murillo J. (eds) Advances in Artificial Intelligence - IBERAMIA 2016. IBERAMIA 2016. Lecture Notes in Computer Science, vol 10022. Springer, Cham. http://dx.doi.org/10.1007/978-3-319-47955-2_2.

  • Reyes A., Ibargüengoytia P. H., J. D. Jijón, T. Guerrero, García U. and Borunda M. (2016). Wind power forecasting for the Villonaco wind farm using AI techniques. Advances in artificial intelligence and its applications, MICAI 2016. Lecture notes in computer science. Springer. To appear.

  • P. Ibarguengoytia, A. Reyes, U. García, Inés Romero, and David Pech; Evaluating probabilistic graphical models for forecasting; ISAP 2015, Oporto, Portugal, September, 2015.  http://dx.doi.org/10.1109/ISAP.2015.7325542.

  • Alberto Reyes, Pablo H. Ibarguengoytia, Inés Romero, David Pech, and Mónica Borunda, Building Optimal Operation Policies for Dam Management Using Factored Markov Decision Processes, In Advances in Artificial Intelligence and Its Applications, 14th Mexican International Conference on Artificial Intelligence, MICAI 2015 Part II; O. Pichardo Lagunas et al. (Eds.); Springer International Publishing Switzerland 2015 LNAI 9414; pp. 520–530, 2015. Cuernavaca, Morelos, Mexico, October 25–31, 2015. http://dx.doi.org/10.1007/978-3-319-27101-9_36.

  • Pablo H. Ibarguengoytia, Alberto Reyes, Inés Romero, David Pech, Uriel A. García, and Mónica Borunda, A Tool for Learning Dynamic Bayesian Networks for Forecasting, In Advances in Artificial Intelligence and Its Applications, 14th Mexican International Conference on Artificial Intelligence, MICAI 2015 Part II; O. Pichardo Lagunas et al. (Eds.); Springer International Publishing Switzerland 2015 LNAI 9414; pp. 520–530, 2015. Cuernavaca, Morelos, Mexico, October 25–31, 2015. http://dx.doi.org/10.1007/978-3-319-27101-9_40
  • P. Ibarguengoytia, A. Reyes, U. García, Inés Romero, and David Pech; Evaluating probabilistic graphical models for forecasting; ISAP 2015, Oporto, Portugal, September, 2015.  http://dx.doi.org/10.1109/ISAP.2015.7325542.
  • P. H. Ibarguengoytia, A. Reyes, I. Romero, D. Pech, U. García, L. Sucar, and E. F. Morales, Wind power forecasting using dynamic bayesian models, in Advances in Soft Computing, part II - MICAI 2014, LNAI 8857”. Berlin Heidelberg: Springer-Verlag, November 2014. http://dx.doi.org/10.1007/978-3-319-13650-9_17
  • Andrés Montero, Marcelo Moya, Gonzalo Guerrón, Alberto Reyes; Real-time Embedded Control System For A Portable Meteorological Station;  Proceedings of the Going Green CARE-Innovation 2014 Conference and exhibition; Vienna, Austria; November 17-20 2014.
  • A. Reyes, A. Félix, C. González, Eduardo Islas; Optimal robot navigation for inspection and surveillance in electric substations; International Council on Large Electric Systems: CIGRE 2012, Paris, August 2012.
  • A. Reyes, P. Ibarguengoytia, F. Elizalde, L. Sánchez, and A. Nava; ASISTO: An intelligent assistant system for power plant operation and training; ISAP 2011, Crete Island, Greece, September, 2011
  • P. Ibarguengoytia and A. Reyes; On-line diagnosis of a power generation process using probabilistic models; ISAP 2011, Crete Island, Greece, September, 2011
  • Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Alberto Reyes-Ballesteros, Eva Onaindía, Sergio Ledesma-Orozco, J.Gabriel Aviña-Cervantes, Combination of acceleration procedures for solving stochastic shortest-path Markov decision processes, IEEE International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2010), ISBN 978-1-4244-6790-7, Hangzhou, China, pp 89-94, 15-16 November 2010.
  • Alberto Reyes, Matthijs T. J. Spaan, and L. Enrique Sucar, An Intelligent Assistant for Power Plants based on Factored MDPs, In IEEE Int. Conf. on Intelligent System Applications to Power Systems: ISAP 2009, Curitiba, Brazil, November 2009.
  • Ma.de Guadalupe García-Hernández, José Ruiz-Pinales, Alberto Reyes, Eva Onaindia, J. Gabriel Aviña-Cervantes, Sergio Ledesma, Donato Hernández, Rápida solución de los Procesos de Decisión de Markov mediante reglamentación de acciones, 8a. Conferencia Iberoamericana en Sistemas, Cibernética e Informática, CISCI-2009, organized by the International Institute of Informatics and Systemics, ISBN 10: 1-934272-64-7 (volumen), 1-934272-63-9 (colección), pp 309 - 313, Orlando, Florida, June 10– 13, 2009.
  • G. Arroyo, Yasmin Hernández, E. Sucar, A. Reyes; Intelligent Environment for Training of Power Systems Operators; Proceedings of Electronics, Robotics and Automotive Mechanics Conference CERMA 2008: published by IEEE Computer Society ISBN 978-0-7695-3320-9, pp. 27-32; Cuernavaca, México, September 30th – October 3th, 2008.
  • J. Frausto, F. Elizalde, A. Reyes; A Logic Formal Validation Model for the Explanation Generation in an Intelligent Assistant; Proceedings of the special session of the 7th. Mexican International Conference on Artificial Intelligence, MICAI 2008, IEEE Computer Society, pp. 9-14, ISBN 13:978-0-7695-3441-1, Atizapán, México, October 27-31, 2008.
  • P. Ibarguengoytia, A. Reyes; Probabilistic Virtual Sensor for On-Line Viscosity, Proceedings of the special session of the 7th. Mexican International Conference on Artificial Intelligence, MICAI 2008, IEEE Computer Society, pp. 377-382, ISBN 13:978-0-7695-3441-1, Atizapán, México, October 27-31, 2008.
  • Ma.de Guadalupe García-Hernández, José Ruiz-Pinales, Alberto Reyes, Eva Onaindía, J. Gabriel Aviña-Cervantes, Reducing Computational Complexity in Markov Decision Processes using Abstract Actions, Proceedings of the special session of the 7th. Mexican International Conference on Artificial Intelligence, MICAI 2008, IEEE Computer Society, pp. 256-260, ISBN 13:978-0-7695-3441-1, Atizapán, México, October 27-31, 2008.
  • Ma.de Guadalupe García-Hernández, José Ruiz-Pinales, Alberto Reyes, Eva Onaindía, J. Gabriel Aviña-Cervantes, Sergio Ledesma, Donato Hernández, Association Rule-Based Markov Decision Processes, Fourth Latin American Workshop on Non-Monotonic Reasoning, LANMR 2008, CEUR Workshop Proceedings (CEUR-WS.org), Vol. 408, ISSN 1613-0073, Puebla, México, October 22-24, 2008.
  • F. Elizalde, L. E. Sucar, M. Luque, J. Diez and A. Reyes; Policy Explanation in Factored Markov Decision Processes; Proceedings of the 4th European Workshop on Probabilistic Graphical Models (PGM 2008), pages 97-104; Hirtshals, Denmark, September 2008.
  • F. Elizalde, E. Sucar, J. Noguez, and A. Reyes: Integrating Probabilistic and Knowledge-Based Systems for Explanation Generation. Proceedings of 3rd International Workshop on Explanation-aware Computing ExaCt 2008, CEUR Workshop Proceedings (CEUR-WS.org), Vol. 391, ISSN 1613-0073, Patras, Greece, July 21-22, 2008.
  • Ma.de Guadalupe García-Hernández, Alberto Reyes, José Ruiz-Pinales, Sergio Ledesma, Representación de Acciones Relacionales en los Procesos de Decisión de Markov, 7a. Conferencia Iberoamericana en Sistemas, Cibernética e Informática, CISCI-2008, organized by the International Institute of Informatics and Systemics, ISBN 10: 1-934272-39-6 (volumen), 1-934272-38-8 (colección), pp 274 - 279, Orlando, Florida, June 29 – July 2, 2008.
  • Ma.de Guadalupe García-Hernández, Alberto Reyes, José Ruiz-Pinales, Sergio Ledesma, Donato Hernández, Representación de Acciones Relacionales en los Procesos de Decisión de Markov, 7a. Conferencia Iberoamericana en Sistemas, Cibernética e Informática, CISCI-2008, organized by the International Institute of Informatics and Systemics, pp 274-279, Orlando, Florida, June 29– July 2, 2008.
  • A. Reyes, L. E. Sucar, E. Morales, Pablo H. Ibarguengoytia; Abstraction and Refinement for Solving Markov Decision Processes; Proceedings of the 3rd Workshop on Probabilistic Graphical Models PGM-2006, Chezch Republic, 2006.
  • A. Reyes, L. E. Sucar, E. Morales, Pablo H. Ibarguengoytia; Learning Qualitative Markov Decision Processes; Neural Information Processing Systems NIPS 2005 Workshop on "Machine Learning Based Robotics in Unstructured Environments"; December 10, 2005 Whistler, British Columbia.
  • A. Reyes, L. E. Sucar, Pablo H. Ibarguengoytia; An Operation Auxiliary System for Power Plants based on Decision-Theoretic Planning, Proceedings of the 13th Conference on Intelligent Systems Application to Power Systems ISAP-05, pages 286-290, ISBN 1-59975-028-7,  Arlington, VA-USA, November 6-10, 2005.
  • J. Pacheco, P. H. Ibarguengoytia, A. Reyes; An OPC Client-Server Application for the Integration of an Intelligent System into a Turbogas Simulator, Coloquio Internacional de Telecomunicaciones e Informática para la Industria Eléctrica (CIGRE-05), Cuernavaca-México, 2005.
  • P. Elinas, E. Sucar, A. Reyes and J. Hoey; A decision theoretic approach to task coordination in social robots, Proceedings of the 13th IEEE International Workshop on Robot and Human Interactive Communication ROMAN 2004; pages 679-684, Kurashiki Japan 2004. 
  • A. Reyes, M.A. Delgadillo, P. H. Ibarguengoytia; An Intelligent Assistant for Obtaining the Optimal Policy during Operation Transients in a HRSG; 13th Annual Joint ISA POWID/ EPRI Controls and Instrumentation Conference; ISA Volume 445; Williamsburg, Virginia, June 2003.
  • A. Reyes and P. H. Ibarguengoytia; A Knowledge-Based Planning System for the Daily Operations in a Power Plant;  ISA 2002 Instrumentation, Systems, and Automation Conference, Training, & Exhibition; Chicago, Il 2002.
  • Pablo H. Ibarguengoytia and Alberto Reyes, Continuous Planning for the Operation of Power Plants; Memorias Tercer Encuentro Internacional de Computación (ENC01), Aguascalientes, Ags, 2001.

Book Chapters

  • Alberto Reyes, Pablo H. Ibarguengoytia, Inés Romero, David Pech, Mónica Borunda; Open Questions for Building Optimal Operation Policies for Dam Management Using Factored Markov Decision Processes; AAAI Publications, 2015 AAAI Fall Symposium Series; Technical Report FS-15-06; November 12–14, 2015, Arlington, Virginia. Full presentation video.
  • A. Reyes, F. Elizalde, An Intelligent Assistant for Power Plant Operations and Training based on Decision-Theoretic Planning, book chapter in “Decision Theory Models for Applications in Artificial Intelligence: Concepts and Solutions" A book edited by Dr. L. Enrique Sucar and Dr. Eduardo F. Morales INAOE, Mexico; and Dr. Jesse Hoey University of Dundee, U.K. Published by IGI Global, November 2011.

Workshops (not published papers)

Local Papers

Technical Reports

Some Relevant Events



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