20102019

Research output per year

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Research Output

2019

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

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

2018

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

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

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

2017

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

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

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

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

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

2016

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

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

Research output: Contribution to conferencePaperAcademic

Open Access
File
1 Citation (Scopus)
199 Downloads (Pure)

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

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

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

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

2 Citations (Scopus)

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

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

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

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
256 Downloads (Pure)
2015

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

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

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

9 Citations (Scopus)

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-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

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

2014

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

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

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

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

2013

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

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 Citations (Scopus)
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

Multiagent Systems. 2nd edition

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

Research output: Book/ReportBookAcademic

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

Swarmlab@work team description paper

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

Research output: Working paperProfessional

2012

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 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

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

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 (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)

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

2011

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

2010

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