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Researcher

Weiss, G.B.

Full professor - Key domain chair, Professor

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  1. 2010
  2. Published
    Gonzales-Morcillo, C., Weiss, G., Vallejo, D., Jimenez-Linares, L., & Castro-Schez, J. J. (2010). A Multi-Agent Architecture for 3D Rendering Optimization. Journal of Applied Artificial Intelligence, 24(4), 313-349. https://doi.org/10.1080/08839511003715212
  3. 2011
  4. Published
    Ammar, H. B., Taylor, M. E., Tuyls, K., & Weiss, G. (2011). Reinforcement Learning Transfer Using a Sparse Coded Inter-Task Mapping. In Multi-Agent Systems (Vol. 7541, pp. 1-16). (Lecture Notes in Computer Science). Springer Verlag.
  5. 2012
  6. Published
    Cao, L., Weiss, G., & Yu, P. S. (2012). A brief introduction to agent mining. Journal of Autonomous Agents and Multi-Agent Systems, 25(3), 419-424. https://doi.org/10.1007/s10458-011-9191-4
  7. Published
    Chami, M., Ammar, H. B., Voos, H., Tuyls, K., & Weiss, G. (2012). A Nonparametric Evaluation of SysML-based Mechatronic Conceptual Design. In J. W. H. M. Uiterwijk, N. Roos, & M. H. M. Winands (Eds.), Proceedings of the 24th Benelux Conference on Artificial Intelligence (BNAIC 2012) Maastricht: Department of Knowledge Engineering, Maastricht University.
  8. Published
    Ammar, H. B., Taylor, M. E., Tuyls, K., & Weiss, G. (2012). Reinforcement Learning Transfer Using a Sparse Coded Inter-Task Mapping. In Post proceedings book of the European Workshop on Multiagent Systems (EUMAS), Berlin, Germany, 2012 (Post proceedings book of the European Workshop on Multiagent Systems (EUMAS), Berlin, Germany, 2012).
  9. Published
    Ammar, H. B., Taylor, M. E., Tuyls, K., Driessens, K., & Weiss, G. (2012). Reinforcement Learning Transfer Using a Sparse-Coded Inter-Task Mapping (extended abstract). In J. W. H. M. Uiterwijk, N. Roos, & M. H. M. Winands (Eds.), Proceedings of the 24th Benelux Conference on Artificial Intelligence (BNAIC 2012) (pp. 283-284). Maastricht: Department of Knowledge Engineering, Maastricht University.
  10. Published
    Ammar, H. B., Tuyls, K., Driessens, K., & Weiss, G. (2012). Reinforcement Learning Transfer via Sparse Coding. In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012) (pp. 383-390). Valencia, Spain.
  11. Published
    Chen, S., Ammar, H. B., Tuyls, K., & Weiss, G. (2012). Transfer Learning for Bilateral Multi Issue Negotiation. In J. WHM. Uiterwijk, N. Roos, & M. HM. Winands (Eds.), Proceedings of BNAIC 2012: (pp. 59-66). Maastricht University.
  12. Published
    Tuyls, K., & Weiss, G. (2012). Multiagent Learning: Basics, Challenges, and Prospects. Ai Magazine, 33(3), 41-52. https://doi.org/10.1609/aimag.v33i3.2426
  13. 2013
  14. Published
    Chen, S., & Weiss, G. (2013). An efficient automated negotiation strategy for complex environments. Engineering Applications of Artificial Intelligence, 26(10), 2613-2623. https://doi.org/10.1016/j.engappai.2013.08.012
  15. Published
    Chen, S., Ammar, H. B., Driessens, K., Tuyls, K., & Weiss, G. (2013). Automatic Transfer Between Negotiation Tasks. In Proceedings of the Autonomous Learning Agents (ALA) workshop at AAMAS 2013 Saint Paul, Minnesota, USA.
  16. Published
    Ammar, H. B., Mocanu, D. C., Taylor, M. E., Driessens, K., Tuyls, K., & Weiss, G. (2013). Automatically Mapped Transfer Between Reinforcement Learning Tasks via Three-Way Restricted Boltzmann Machines. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2013) (Vol. 8189, pp. 449-464). (Lecture Notes in Computer Science).
  17. Published
    Ammar, H. B., Mocanu, D. C., Taylor, M. E., Driessens, K., Tuyls, K., & Weiss, G. (2013). Automatically Mapped Transfer Between Reinforcement Learning Tasks via Three-Way Restricted Boltzmann Machines (Abstract). In Proceedings of the 25th Benelux Conference on Artificial Intelligence (BNAIC 2013)
  18. Published
    Weiss, G. (Ed.) (2013). Multiagent Systems. 2nd edition. MIT Press.
  19. Published
    Stankova, K., Ranjbar-Sahraei, B., Weiss, G., & Tuyls, K. (2013). StaCo: Stackelberg-based Coverage Approach in Robotic Swarms. In ADAPTIVE 2013, The Fifth International Conference on Adaptive and Self-Adaptive Systems and Applications (pp. 71-76). (ADAPTIVE 2013, The Fifth International Conference on Adaptive and Self-Adaptive Systems and Applications).
  20. Published
    Alers, S., Bloembergen, D., Claes, D., Fossel, J., Hennes, D., Tuyls, K., & Weiss, G. (2013). Swarmlab@work team description paper.
  21. 2014
  22. Published
    Bou Ammar, H., Driessens, K., Eaton, E., Taylor, M. E., Mocanu, D. C., Weiss, G., & Tuyls, K. (2014). An automated measure of mdp similarity for transfer in reinforcement learning. In Machine Learning for Interactive Systems: Papers from the AAAI-14 Workshop
  23. Published
    Chen, S., & Weiss, G. (2014). An intelligent agent for bilateral negotiation with unknown opponents in continuous-time domains. Acm Transactions on Autonomous and Adaptive Systems, 9(3), [16]. https://doi.org/10.1145/2629577
  24. Published
    Ammar, H. B., Chen, S., Tuyls, K., & Weiss, G. (2014). Automated Transfer for Reinforcement Learning Tasks. Künstliche Intelligenz, 28(1), 7-14. https://doi.org/10.1007/s13218-013-0286-8
  25. Published
    Chen, S., Ammar, H. B., Tuyls, K., & Weiss, G. (2014). Transfer for Automated Negotiation. Künstliche Intelligenz, 28(1), 21-27. https://doi.org/10.1007/s13218-013-0284-x
  26. 2015
  27. Published
    Chen, S., & Weiss, G. (2015). An approach to complex agent-based negotiations via effectively modeling unknown opponents. Expert Systems with Applications, 42(5), 2287-2304. https://doi.org/10.1016/j.eswa.2014.10.048
  28. Published
    Ranjbar-Sahraei, B., Tuyls, K., Caliskanelli, I., Broeker, B., Claes, D., Alers, S., & Weiss, G. (2015). Bio-inspired multi-robot systems. In T. D. Ngo (Ed.), Biomimetic technologies. Principles and applications. (pp. 273-299). Woodhead Publishing Ltd.
  29. Published
    Tumanov, K., Goebel, R., Möckel, R., Sorger, B., & Weiss, G. (2015). fNIRS-based BCI for Robot Control. In fNIRS-based BCI for Robot Control
  30. Published
    Efremova, J., Ranjbar-Sahraei, B., Rahmani, H., Oliehoek, F., Calders, T., Tuyls, K., & Weiss, G. (2015). Multi-source entity resolution for genealogical data. In G. Boothooft, P. Christen, K. Mandemakers, & M. Schraagen (Eds.), Population reconstruction (pp. 129-154). Springer Verlag.
  31. Published
    Spanakis, G., Weiss, G., Boh, B., & Roefs, A. (2015). Network Analysis of Ecological Momentary Assessment Data for Monitoring and Understanding Eating Behavior. In X. Zheng, D. D. Zeng, H. Chen, & J. S. Leischow (Eds.), Smart Health: International Conference, ICSH 2015, Phoenix, AZ, USA, November 17-18, 2015. Revised Selected Papers (pp. 43-54). Cham: Springer. https://doi.org/10.1007/978-3-319-29175-8_5
  32. Published
    Bordini, R., Elkind, E., Weiss, G., & Yolum, P. (Eds.) (2015). Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS). Unknown.
  33. Published
    Wittlinger, C., Spanakis, G., & Weiss, G. (2015). Flexible Deep Neural Network structure with application to Natural Language Processing. In BNAIC 2015 THE 27TH BENELUX CONFERENCE ON ARTIFICIAL INTELLIGENCE (Vol. 1)
  34. Published
    Mocanu, D. C., Bou Ammar, H., Lowet, D., Driessens, K., Liotta, A., Weiss, G., & Tuyls, K. (2015). Factored four way conditional restricted Boltzmann machines for activity recognition. Pattern Recognition Letters, 66, 100-108. https://doi.org/10.1016/j.patrec.2015.01.013
  35. 2016
  36. Published
    Spanakis, G., & Weiss, G. (2016). AMSOM: Adaptive Moving Self-organizing Map for Clustering and Visualization. 129-140. https://doi.org/10.5220/0005704801290140
  37. Published
    Spanakis, G., Weiss, G., & Roefs, A. (2016). Bagged Boosted Trees for Classification of Ecological Momentary Assessment Data. In ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands - Including Prestigious Applications of Artificial Intelligence (PAIS 2016) (pp. 1612-1613) https://doi.org/10.3233/978-1-61499-672-9-1612
  38. Published
    Rahmani, H., Ranjbarsahraei, B., Weiss, G., & Tuyls, K. (2016). Entity resolution in disjoint graphs: an application on genealogical data. Intelligent Data Analysis, 20(2), 455-475. https://doi.org/10.3233/IDA-160814
  39. Published
    Chen, S., Weiss, G., & Zhou, S. (2016). Solving negotiation problems against unknown opponents with wisdom of crowds. In Advances in Artificial Intelligence (pp. 126-133). (Lecture Notes in Computer Science; Vol. 9904). Springer Verlag.
  40. Published
    Chen, S., Zhou, S., Weiss, G., & Tuyls, K. (2016). Using transfer learning to model unknown opponents in automated negotiations. In N. Fukuta, T. Ito, M. Zhang, K. Fujita, & V. Robu (Eds.), Recent advances in agent-based complex automated negotiation (pp. 175-192). (Studies in Computational Intelligence). Springer.
  41. Published
    Spanakis, G., Weiss, G., Boh, B., Kerkhofs, V., & Roefs, A. (2016). Utilizing Longitudinal Data to Build Decision Trees for Profile Building and Predicting Eating Behavior. Procedia Computer Science, 100, 782-789. https://doi.org/10.1016/j.procs.2016.09.225
  42. Published
    Rahmani, H., Weiss, G., Mendez-Lucio, O., & Bender, A. (2016). ARWAR: a Network Approach for Predicting Adverse Drug Reactions. Computers in Biology and Medicine, 68(1), 101-108. https://doi.org/10.1016/j.compbiomed.2015.11.005
  43. Published
    Boh, B., Lemmens, L. H. J. M., Jansen, A., Nederkoorn, C., Kerkhofs, V., Spanakis, G., ... Roefs, A. (2016). An Ecological Momentary Intervention for weight loss and healthy eating via smartphone and Internet: study protocol for a randomised controlled trial. Trials, 17, [154]. https://doi.org/10.1186/s13063-016-1280-x
  44. Published
    Spanakis, G., Weiss, G., & Roefs, A. (2016). Enhancing Classification of Ecological Momentary Assessment Data Using Bagging and Boosting. In IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI 2016) (pp. 388-395). IEEE. https://doi.org/10.1109/ICTAI.2016.0066
  45. Published
    Ranjbarsahraei, B., Bou Ammar, H., Tuyls, K., & Weiss, G. (2016). On the prevalence of hierarchies in social networks. Social Network Analysis and Mining, 6, [58]. https://doi.org/10.1007/s13278-016-0363-8
  46. 2017
  47. Published
    Sorger, B., Tumanov, K., Benitez Andonegui, A., Lührs, M., Boeijkens, H., Weiss, G., ... Möckel, R. (2017). An fNIRS-based brain-machine interface for remote robot control. Paper presented at Real-Time Functional Imaging and Neurofeedback Conference, Nara, Japan.
  48. Published
    Spanakis, G., & Weiss, G. (2017). Enhancing Visual Clustering Using Adaptive Moving Self-Organizing Maps (AMSOM). In Agents and Artificial Intelligence (pp. 189-211). (Lecture Notes in Computer Science; Vol. 10162). https://doi.org/10.1007/978-3-319-53354-4_11
  49. Published
    Chen, S., Hao, J., Zhou, S., & Weiss, G. (2017). Negotiating with unknown opponents: Toward multi-lateral agreement in real-time domains. In K. Fuijta (Ed.), Modern Approaches to Agent-based Complex Automated Negotiation (pp. 219-229). (Studies in Computational Intelligence; Vol. 674). Springer Verlag.
  50. Published
    Vrancken, T., Tenbrock, D., Reick, S., Bozhinovski, D., Weiss, G., & Spanakis, G. (2017). Multi-Agent Parking Place Simulation. In Y. Demazeau, P. Davidsson, J. Bajo, & Z. Vale (Eds.), Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection: 15th International Conference, PAAMS 2017, Porto, Portugal, June 21-23, 2017, Proceedings (pp. 272-283). Springer. https://doi.org/10.1007/978-3-319-59930-4_22
  51. Published
    Spanakis, G., Weiss, G., Boh, B., Lemmens, L., & Roefs, A. (2017). Machine learning techniques in eating behavior e-coaching: Balancing between generalization and personalization. Personal and Ubiquitous Computing, 21(4), 645-659. https://doi.org/10.1007/s00779-017-1022-4
  52. 2018
  53. Published
    Weiss, G., & Chen, S. (2018). Automated negotiation: An efficient approach to interaction among agents. In Interactions in Multiagent Systems (pp. 149-177). World Scientific Publishing Company.
  54. Published
    Schmitt, F., Mariyam Christopher, S., Tumanov, K., Weiss, G., & Möckel, R. (2018). Evaluating the adoption of Physical Board Game Ludo as Serious Game for Assessing Cognitive Abilities of Players. In 4th Joint International Conference on Serious Games (pp. 30-42)
  55. Published
    Ghaleb, E., Popa, M., Hortal, E., Asteriadis, S., & Weiss, G. (2018). Towards Affect Recognition through Interactions with Learning Materials. In 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA)
  56. 2019
  57. Published
    Ranjbar-Sahraei, B., Rahmani, H., Weiss, G., & Tuyls, K. (2019). Distant supervision of relation extraction in sparse data. Intelligent Data Analysis, 23(5), 1145-1166. https://doi.org/10.3233/IDA-184238

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