20102019

Research output per year

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Research Output

Article

A brief introduction to agent mining

Cao, L., Weiss, G. & Yu, P. S., 2012, In : Journal of Autonomous Agents and Multi-Agent Systems. 25, 3, p. 419-424 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

A Multi-Agent Architecture for 3D Rendering Optimization

Gonzales-Morcillo, C., Weiss, G., Vallejo, D., Jimenez-Linares, L. & Castro-Schez, J. J., 2010, In : Journal of Applied Artificial Intelligence. 24, 4, p. 313-349 37 p.

Research output: Contribution to journalArticleAcademicpeer-review

An approach to complex agent-based negotiations via effectively modeling unknown opponents

Chen, S. & Weiss, G., 2015, In : Expert Systems with Applications. 42, 5, p. 2287-2304 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
201 Downloads (Pure)

An efficient automated negotiation strategy for complex environments

Chen, S. & Weiss, G., 2013, In : Engineering Applications of Artificial Intelligence. 26, 10, p. 2613-2623 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

An intelligent agent for bilateral negotiation with unknown opponents in continuous-time domains

Chen, S. & Weiss, G., 2014, In : Acm Transactions on Autonomous and Adaptive Systems. 9, 3, 24 p., 16.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

ARWAR: a Network Approach for Predicting Adverse Drug Reactions.

Rahmani, H., Weiss, G., Mendez-Lucio, O. & Bender, A., 1 Jan 2016, In : Computers in Biology and Medicine. 68, 1, p. 101-108 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Automated Transfer for Reinforcement Learning Tasks

Ammar, H. B., Chen, S., Tuyls, K. & Weiss, G., 2014, In : Künstliche Intelligenz. 28, 1, p. 7-14 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Distant supervision of relation extraction in sparse data

Ranjbar-Sahraei, B., Rahmani, H., Weiss, G. & Tuyls, K., 2019, In : Intelligent Data Analysis. 23, 5, p. 1145-1166 22 p.

Research output: Contribution to journalArticleAcademicpeer-review

Entity resolution in disjoint graphs: an application on genealogical data

Rahmani, H., Ranjbarsahraei, B., Weiss, G. & Tuyls, K., 2016, In : Intelligent Data Analysis. 20, 2, p. 455-475 21 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Factored four way conditional restricted Boltzmann machines for activity recognition

Mocanu, D. C., Bou Ammar, H., Lowet, D., Driessens, K., Liotta, A., Weiss, G. & Tuyls, K., 15 Nov 2015, In : Pattern Recognition Letters. 66, p. 100-108 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Machine learning techniques in eating behavior e-coaching: Balancing between generalization and personalization

Spanakis, G., Weiss, G., Boh, B., Lemmens, L. & Roefs, A., Aug 2017, In : Personal and Ubiquitous Computing. 21, 4, p. 645-659 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Multiagent Learning: Basics, Challenges, and Prospects

Tuyls, K. & Weiss, G., 1 Oct 2012, In : Ai Magazine. 33, 3, p. 41-52 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

On the prevalence of hierarchies in social networks

Ranjbarsahraei, B., Bou Ammar, H., Tuyls, K. & Weiss, G., Dec 2016, In : Social Network Analysis and Mining. 6, 16 p., 58.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Transfer for Automated Negotiation

Chen, S., Ammar, H. B., Tuyls, K. & Weiss, G., 2014, In : Künstliche Intelligenz. 28, 1, p. 21-27 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Utilizing Longitudinal Data to Build Decision Trees for Profile Building and Predicting Eating Behavior

Spanakis, G., Weiss, G., Boh, B., Kerkhofs, V. & Roefs, A., 2016, In : Procedia Computer Science. 100, p. 782-789 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
258 Downloads (Pure)
Book

Multiagent Systems. 2nd edition

Weiss, G. (ed.), 2013, MIT Press.

Research output: Book/ReportBookAcademic

Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS)

Bordini, R. (ed.), Elkind, E. (ed.), Weiss, G. (ed.) & Yolum, P. (ed.), 2015, Unknown.

Research output: Book/ReportBookAcademic

Chapter

Automated negotiation: An efficient approach to interaction among agents

Weiss, G. & Chen, S., 2018, Interactions in Multiagent Systems. World Scientific Publishing Company, p. 149-177

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Bio-inspired multi-robot systems

Ranjbar-Sahraei, B., Tuyls, K., Caliskanelli, I., Broeker, B., Claes, D., Alers, S. & Weiss, G., 2015, Biomimetic technologies. Principles and applications.. Ngo, T. D. (ed.). Woodhead Publishing Ltd, p. 273-299 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Enhancing Visual Clustering Using Adaptive Moving Self-Organizing Maps (AMSOM)

Spanakis, G. & Weiss, G., 2017, Agents and Artificial Intelligence. p. 189-211 (Lecture Notes in Computer Science, Vol. 10162).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Multi-source entity resolution for genealogical data

Efremova, J., Ranjbar-Sahraei, B., Rahmani, H., Oliehoek, F., Calders, T., Tuyls, K. & Weiss, G., 2015, Population reconstruction. Boothooft, G., Christen, P., Mandemakers, K. & Schraagen, M. (eds.). Springer Verlag, p. 129-154 26 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Negotiating with unknown opponents: Toward multi-lateral agreement in real-time domains

Chen, S., Hao, J., Zhou, S. & Weiss, G., 2017, Modern Approaches to Agent-based Complex Automated Negotiation. Fuijta, K. (ed.). Springer Verlag, p. 219-229 11 p. (Studies in Computational Intelligence, Vol. 674).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Solving negotiation problems against unknown opponents with wisdom of crowds

Chen, S., Weiss, G. & Zhou, S., 2016, Advances in Artificial Intelligence. Springer Verlag, p. 126-133 (Lecture Notes in Computer Science, Vol. 9904).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

StaCo: Stackelberg-based Coverage Approach in Robotic Swarms

Stankova, K., Ranjbar-Sahraei, B., Weiss, G. & Tuyls, K., 2013, ADAPTIVE 2013, The Fifth International Conference on Adaptive and Self-Adaptive Systems and Applications. p. 71-76 6 p. (ADAPTIVE 2013, The Fifth International Conference on Adaptive and Self-Adaptive Systems and Applications).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Using transfer learning to model unknown opponents in automated negotiations

Chen, S., Zhou, S., Weiss, G. & Tuyls, K., 2016, Recent advances in agent-based complex automated negotiation. Fukuta, N., Ito, T., Zhang, M., Fujita, K. & Robu, V. (eds.). Springer, p. 175-192 (Studies in Computational Intelligence).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Conference article in proceeding

An automated measure of mdp similarity for transfer in reinforcement learning

Bou Ammar, H., Driessens, K., Eaton, E., Taylor, M. E., Mocanu, D. C., Weiss, G. & Tuyls, K., 2014, Machine Learning for Interactive Systems: Papers from the AAAI-14 Workshop.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

A Nonparametric Evaluation of SysML-based Mechatronic Conceptual Design

Chami, M., Ammar, H. B., Voos, H., Tuyls, K. & Weiss, G., 2012, Proceedings of the 24th Benelux Conference on Artificial Intelligence (BNAIC 2012). Uiterwijk, J. W. H. M., Roos, N. & Winands, M. H. M. (eds.). Maastricht: Department of Knowledge Engineering, Maastricht University

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Automatically Mapped Transfer Between Reinforcement Learning Tasks via Three-Way Restricted Boltzmann Machines

Ammar, H. B., Mocanu, D. C., Taylor, M. E., Driessens, K., Tuyls, K. & Weiss, G., 2013, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2013). Vol. 8189. p. 449-464 16 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

8 Downloads (Pure)

Automatically Mapped Transfer Between Reinforcement Learning Tasks via Three-Way Restricted Boltzmann Machines (Abstract)

Ammar, H. B., Mocanu, D. C., Taylor, M. E., Driessens, K., Tuyls, K. & Weiss, G., 2013, Proceedings of the 25th Benelux Conference on Artificial Intelligence (BNAIC 2013).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

File
114 Downloads (Pure)

Automatic Transfer Between Negotiation Tasks

Chen, S., Ammar, H. B., Driessens, K., Tuyls, K. & Weiss, G., 2013, Proceedings of the Autonomous Learning Agents (ALA) workshop at AAMAS 2013. Saint Paul, Minnesota, USA

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Bagged Boosted Trees for Classification of Ecological Momentary Assessment Data

Spanakis, G., Weiss, G. & Roefs, A., 2016, 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). p. 1612-1613 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
File
117 Downloads (Pure)

Enhancing Classification of Ecological Momentary Assessment Data Using Bagging and Boosting

Spanakis, G., Weiss, G. & Roefs, A., 6 Nov 2016, IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI 2016). IEEE, p. 388-395

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Evaluating the adoption of Physical Board Game Ludo as Serious Game for Assessing Cognitive Abilities of Players

Schmitt, F., Mariyam Christopher, S., Tumanov, K., Weiss, G. & Möckel, R., 2018, 4th Joint International Conference on Serious Games. p. 30-42

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Flexible Deep Neural Network structure with application to Natural Language Processing

Wittlinger, C., Spanakis, G. & Weiss, G., Nov 2015, BNAIC 2015 THE 27TH BENELUX CONFERENCE ON ARTIFICIAL INTELLIGENCE. Vol. 1.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

fNIRS-based BCI for Robot Control

Tumanov, K., Goebel, R., Möckel, R., Sorger, B. & Weiss, G., 2015, fNIRS-based BCI for Robot Control.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access

Multi-Agent Parking Place Simulation

Vrancken, T., Tenbrock, D., Reick, S., Bozhinovski, D., Weiss, G. & Spanakis, G., 3 Jun 2017, 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. Demazeau, Y., Davidsson, P., Bajo, J. & Vale, Z. (eds.). Springer, p. 272-283 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Network Analysis of Ecological Momentary Assessment Data for Monitoring and Understanding Eating Behavior

Spanakis, G., Weiss, G., Boh, B. & Roefs, A., 2016, Smart Health: International Conference, ICSH 2015, Phoenix, AZ, USA, November 17-18, 2015. Revised Selected Papers. Zheng, X., Zeng, D. D., Chen, H. & Leischow, J. S. (eds.). Cham: Springer, p. 43-54 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

ONECG: Online Negotiation Environment for Coalitional Games

Chen, S., Cui, Y., Shang, C., Hao, J. & Weiss, G., 2019, Proceedings of the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019). p. 2348-2350

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Reinforcement Learning Transfer Using a Sparse Coded Inter-Task Mapping

Ammar, H. B., Taylor, M. E., Tuyls, K. & Weiss, G., 2012, Post proceedings book of the European Workshop on Multiagent Systems (EUMAS), Berlin, Germany, 2012.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Reinforcement Learning Transfer Using a Sparse Coded Inter-Task Mapping

Ammar, H. B., Taylor, M. E., Tuyls, K. & Weiss, G., 2011, Multi-Agent Systems. Springer Verlag, Vol. 7541. p. 1-16 (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Reinforcement Learning Transfer Using a Sparse-Coded Inter-Task Mapping (extended abstract)

Ammar, H. B., Taylor, M. E., Tuyls, K., Driessens, K. & Weiss, G., 2012, Proceedings of the 24th Benelux Conference on Artificial Intelligence (BNAIC 2012). Uiterwijk, J. W. H. M., Roos, N. & Winands, M. H. M. (eds.). Maastricht: Department of Knowledge Engineering, Maastricht University, p. 283-284

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Reinforcement Learning Transfer via Sparse Coding

Ammar, H. B., Tuyls, K., Driessens, K. & Weiss, G., 2012, Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012). Valencia, Spain, p. 383-390 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

4 Downloads (Pure)

Towards Affect Recognition through Interactions with Learning Materials

Ghaleb, E., Popa, M., Hortal, E., Asteriadis, S. & Weiss, G., 2018, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Transfer Learning for Bilateral Multi Issue Negotiation

Chen, S., Ammar, H. B., Tuyls, K. & Weiss, G., 2012, Proceedings of BNAIC 2012: . Uiterwijk, J. WHM., Roos, N. & Winands, M. HM. (eds.). Maastricht University, p. 59-66

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Paper

AMSOM: Adaptive Moving Self-organizing Map for Clustering and Visualization

Spanakis, G. & Weiss, G., 2016, p. 129-140.

Research output: Contribution to conferencePaperAcademic

An fNIRS-based brain-machine interface for remote robot control

Sorger, B., Tumanov, K., Benitez Andonegui, A., Lührs, M., Boeijkens, H., Weiss, G., Goebel, R. & Möckel, R., 2017.

Research output: Contribution to conferencePaperAcademic

Working paper

Swarmlab@work team description paper

Alers, S., Bloembergen, D., Claes, D., Fossel, J., Hennes, D., Tuyls, K. & Weiss, G., 2013.

Research output: Working paperProfessional