Publicaciones

.::. Publicaciones Seleccionadas

A continuación enumero una selección de las publicaciones que considero más relevantes. Se puede acceder a casi todas ellas desde Google Scholar y Research Gate, pero si alguna no aparece no dudes en contactar conmigo.

Self-organizing Coalitions for Managing Complexity. In Emergence, Complexity and Computationbook series (ECC, volume 29). Editorial Springer Nature. 2018. (disponible en Springer y en Amazon).

Junto con este libro también se ha liberado CellNet: el entorno de desarrollo y simulación que he utilizado en este libro y en otros trabajos de investigación. Recientemente también hemos liberado y hecho público el simulador PEV del capítulo "Coalitions of Electric Vehicles in Smart Grids" que se desarrolló en Netlogo.

A continuación incluyo algunas de mis publicaciones seleccionadas en revistas y conferencias internacionales:

1. S García-Méndez, F Leal, B Malheiro, JC Burguillo-Rial. Interpretable Classification of Wiki-Review Streams. IEEE Access. 2023.

2. F Leal, B Veloso, B Malheiro, JC Burguillo. Towards adaptive and transparent tourism recommendations: A survey. Expert Systems, e13400. 2023.

3. I Ortega-Fernandez, M Sestelo, JC Burguillo, C Piñón-Blanco. Network intrusion detection system for DDoS attacks in ICS using deep autoencoders. Wireless Networks, 1-17. 2023.

4. Silvia García-Méndez, Fátima Leal, Benedita Malheiro, Juan Carlos Burguillo-Rial, Bruno Veloso, Adriana E Chis, Horacio González–Vélez. Simulation, modelling and classification of wiki contributors: Spotting the good, the bad, and the ugly. Simulation Modelling Practice and Theory 120, 102616. 2022.

5. JC Burguillo. Probabilistic memory-one strategies to dominate the iterated prisoner’s dilemma over networks. Simulation Modelling Practice and Theory 119, 102582. 2022.

6. Elias Fernández Domingos, Inês Terrucha, Rémi Suchon, Jelena Grujić, Juan C Burguillo, Francisco C Santos, Tom Lenaerts. Delegation to artificial agents fosters prosocial behaviors in the collective risk dilemma. Scientific reports 12 (1), 8492. 2022.

7. F Leal, B Veloso, B Malheiro, JC Burguillo, AE Chis, H González–Vélez. Stream-based explainable recommendations via blockchain profiling. Integrated Computer-Aided Engineering 29, 1. 2022.

8. Elias Fernández Domingos, Jelena Grujić, Juan C. Burguillo, Francisco C. Santos, Tom Lenaerts. Modeling behavioral experiments on uncertainty and cooperation with population-based reinforcement learning. Simulation Modelling Practice and Theory 109. 2021.

9. Elias Fernández Domingos, Jelena Grujić, Juan C. Burguillo, Georg Kirchsteiger, Francisco C. Santos, Tom Lenaerts. Timing Uncertainty in Collective Risk Dilemmas Encourages Group Reciprocation and Polarization. iScience, 23 (12). 2020.

10. Leal, F., Malheiro, B., Veloso, B., & Burguillo, J. C. Responsible processing of crowdsourced tourism data. Journal of Sustainable Tourism, 1-21. 2020.

11. Veloso, B.M., Leal, F., Malheiro, B., Burguillo, J.C. On-line guest profiling and hotel recommendation. Electronic Commerce Research and Applications 34, 100832. Editorial Elsevier. 2019.

12. Fátima Leal, Benedita Malheiro, Juan C. Burguillo. Analysis and prediction of hotel ratings from crowdsourced data. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 9(2),  e1296. Editorial Wiley. 2019.

13. Leal, F., Veloso, B.M., Malheiro, B., González-Vélez, H., Burguillo, J.C. Scalable Modelling and Recommendation using Wiki-based Crowdsourced Repositories. Electronic Commerce Research and Applications 33, 100817. Editorial Elsevier. 2019.

14. Fátima Leal, Benedita Malheiro, Juan C. Burguillo. Context-aware Tourism Technologies. The Knowledge Engineering Review 33. 2018 (on-line)

15. Bruno Veloso, Fátima Leal, Horacio González–Vélez, Benedita Malheiro, Juan Carlos Burguillo. Scalable data analytics using crowdsourced repositories and streams. Journal of Parallel and Distributed Computing 122, pp. 1-10. 2018.

16. Juan García-Rois, Reza Baniraz, Francisco J. González-Castaño, Beatriz Lorenzo, Juan C. Burguillo. Delay-Aware Optimization Framework for Proportional Flow Delay Differentiation in Millimeter-Wave Backhaul Cellular Networks. IEEE Transactions on Communications 66(5), pp. 2037-2051. 2018.

17. Domingos, E. F., Burguillo, J.C., & Lenaerts, T. Reactive Versus Anticipative Decision Making in a Novel Gift-Giving Game. In Proceedings of the 31st Conference on Artificial Intelligence (AAAI 2017). San Francisco (USA). 2017.

18. Skiba, G., Starzec, M., Byrski, A., Rycerz, K., Kisiel-Dorohinicki, M., Turek, W., Burguillo, J. C. Flexible asynchronous simulation of iterated prisoner’s dilemma based on actor model. Simulation Modelling Practice and Theory. (2017). 

19. Juan García-Rois, Juan C. Burguillo. Topology-based analysis of Self-organizing Maps for Time Series Prediction. Soft Computing 21(6) 1601-1618. 2017.

20. B. Lorenzo, I. Kovacevic, A. Peleteiro, F. J. Gonzalez-Castano, J. C. Burguillo. Joint Resource Bidding and Tipping Strategies in Multi-hop Cognitive Networks. IEEE Transactions on Cognitive Communications and Networking 2 (3), pp. 301-315. 2016.

21. Ana Peleteiro, Juan C. Burguillo, Michael Luck, Josep Ll. Arcos, Juan A. Rodríguez-Aguilar. Using reputation and adaptive coalitions to support collaboration in competitive environments. Journal of Engineering Applications of Artificial Intelligence (EAAI), 45, pp.325-338. 2015.

22. Bruno Veloso, Benedita Malheiro, Juan Carlos Burguillo. A Multi-agent Brokerage Platform for Media Content Recommendation. International Journal of Applied Mathematics and Computer Science (AMCS), 25 (3), pp. 513-527. 2015.

23. Ana Peleteiro, Juan C. Burguillo, Siang Yew Chong. Exploring Indirect Reciprocity in Complex Networks using Coalitions and Rewiring. 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS). París (Francia). 2014.

24. Ana Peleteiro, Juan C. Burguillo, Josep Ll. Arcos, Juan A. Rodríguez-Aguilar. Fostering cooperation through dynamic coalition formation and partner switching. ACM Transactions on Autonomous and Adaptive Systems (TAAS), 9, pp. 1-31. 2014.

25. Juan C. Burguillo. Using Self-organizing Maps with Complex Network Topologies and Coalitions for Time Series Prediction. Journal of Soft Computing. Volume 18 (4), pp 695-705. 2014.

26. Gabriel de O. Ramos, Juan C. Burguillo, Ana L.C. Bazzan. Self-Adapting Coalition Formation among Electric Vehicles in Smart Grids. The 7th Self-Adaptive and Self-Organizing systems conference (SASO). Philadelphia (USA). 2013.

27. Juan C. Burguillo. Playing with complexity: From cellular evolutionary algorithms with coalitions to self-organizing maps. Computers and Mathematics with Applications 66, pp. 201–212. 2013.

28. Fernando A. Mikic Fonte, Juan C. Burguillo, Martín Llamas Nistal. An intelligent tutoring module controlled by BDI agents for an e-learning platform. Expert Systems with Applications 39 (8), pp. 7546-7554. 2012.

29. Ana L. Bazzan, Ana Peleteiro, Juan C. Burguillo. Learning to Cooperate in the Iterated Prisoner's Dilemma by Means of Social Attachments. Journal of the Brazilian Computer Society, v. 17, pp. 163-174, 2011.

30. Norman Salazar, Juan A. Rodriguez-Aguilar, Josep Ll. Arcos, Ana Peleteiro and Juan C. Burguillo-Rial. Emerging Cooperation on Complex Networks. Tenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS). 2011.

31. Ana Peleteiro, Juan C. Burguillo, Ana L. Bazzan. Emerging Cooperation in Spatial IPD with Reinforcement Learning and Coalitions. Intelligent Decision Systems in Large-Scale Distributed Environments. Studies in Computational Intelligence, Vol. 362. Springer 2011.

32. Juan C. Burguillo, Ana Peleteiro. Ownership and Trade in Spatial Evolutionary Memetic Games. Lecture Notes in Computer Science 4490, pp. 455--464. 2010.

33. E. Costa-Montenegro, J.C. Burguillo-Rial, F. Gil-Castiñeira, F.J. González-Castaño. Implementation and analysis of the BitTorrent protocol with a multi-agent model. Journal of Network and Computer Applications, Elsevier, ISSN: 1084-8045. 2010.

34. Juan C. Burguillo. Using Game-Theory and Competition-Based Learning To Stimulate Student Motivation and Performance. Computers & Education, 50, pp. 566--575. 2010.

35. Juan C. Burguillo-Rial, Pedro S. Rodríguez-Hernández, Enrique Costa-Montenegro, Felipe Gil-Castiñeira. History-based Self-Organizing Traffic Lights. Journal of Computing and Informatics (CAI) 22, pp. 1001-1012. 2009.

36. Fernando A. Mikic Fonte, Juan Carlos Burguillo-Rial, Martín Llamas Nistal. TQ-Bot: An AIML-based Tutor and Evaluator Bot. Journal of Universal Computer Science (JUCS), 15 (7), pp.: 1486--1495. 2009.

37. Juan Carlos Burguillo-Rial. A Memetic Framework for Describing and Simulating Spatial Prisoner's Dilemma with Coalition Formation. Eighth International Conference on Autonomous Agents and Multiagent Systems (AAMAS). 2009.

38. Ubaldo García-Palomares, J.C. Burguillo-Rial, F.J. González-Castaño. Explicit gradient information in multiobjective optimization. Operational Research Letters 36(6): 722-725. Springer-Verlag. 2008.

39. F.J. González-Castaño, E. Costa-Montenegro, J.C. Burguillo-Rial, U. Garcí­a-Palomares. Outdoor WLAN Planning via Non-Monotone Derivative-Free Optimization: Algorithm Adaptation and Case Study. Computational Optimization and Applications (COAP) 40(3): 405-419, Springer-Verlag. 2008.

40. E. Costa Montenegro, J.C. Burguillo-Rial, F. J. González Castaño, J. Vales Alonso. Agent-Controlled Sharing of Distributed Resources in User Networks. Computational Intelligence for Agent-based Systems (Studies in Computational Intelligence) 72. Lee, Raymond S.T.; Loia, Vincenzo (Eds.) Springer. 2007.

41. U.M. García-Palomares, F.J. González-Castaño, J.C. Burguillo-Rial. A Combined Global & Local Search (CGLS) Approach to Global Optimization. Journal of Global Optimization (JOGO), 34: 409-426. Springer. 2006.

42. Carolina González, Juan C. Burguillo, Martín Llamas. Case-based Student Modelling in a Multi-agent Learning Environment. 4th International Central and Eastern European Conference on Multi-Agent Systems (CEEMAS05).Multi-Agent Systems and Applications IV. Lecture Notes in Artificial Intelligence, LNCS 3690: 72-81. Springer-Verlag. Budapest (Hungary). 2005.

43. Manuel J. Fernández-Iglesias, Juan C. Burguillo-Rial, Francisco J. González-Castaño and Martín Llamas-Nistal. Wireless protocol testing and validation supported by formal methods. A hands-on report. Journal of Systems and Software (JSS) 75: 139-154. Elsevier Publishers. 2005.

44. Juan C. Burguillo-Rial, Ernesto Vázquez. X-Learn: an Intelligent Educational System oriented towards the Net. X Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA03). Current Topics in Artificial Intelligence. Lecture Notes in Artificial Intelligence (LNAI), 3040: 628-637. Springer-Verlag. San Sebastián (Spain). 2004.

45. J.C. Burguillo, M. Llamas, M.J. Fernández, T. Robles. Heuristic-driven Techniques for Test Case Selection. 7th International Workshop on Formal Methods for Industrial Critical Systems (FMICS 2002). Electronic Notes in Theoretical Computer Science 66(2). Springer-Verlag. Málaga (Spain). 2002.

46. Juan C. Burguillo-Rial, Manuel J. Fernández-Iglesias, Francisco J. González-Castaño, and Martín Llamas-Nistal. Heuristic-Driven Test Case Selection from Formal Specifications. A Case Study. Formal Methods Europe (FME 2002). Lecture Notes on Computer Science, LNCS 2391: 57-76. Springer Verlag. Copenhague (Denmark). 2002.

47. J.C. Burguillo, M.J. Fernández, M. Llamas and L. Anido. Improving Computer Support for Cooperative Applications over Internet. 5th International Computer Science Conference (ICSC99). Lecture Notes on Computer Science, LNCS 1749: 305-310. Springer-Verlag. Hong-Kong (China). 1999.

Esto es una selección de las publicaciones que considero más relevantes. Se puede acceder a casi todas ellas desde Google Scholar y Research Gate, pero si alguna no aparece, no dudes en contactar conmigo.

Este trabajos están accesibles bajo una Creative Commons License.