Research output per year
Research output per year
- 32 results
Search results
-
2024
Towards Unsupervised Sudden Data Drift Detection in Federated Learning with Fuzzy Clustering
Stallmann, M., Wilbik, A. & Weiss, G., 2024, 2024 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2024 - Proceedings. IEEE, (IEEE International Conference on Fuzzy Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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2023
An Effective Negotiating Agent Framework based on Deep Offline Reinforcement Learning
Chen, S., Zhao, J., Weiss, G., Su, R. & Lei, K., 2023, Proceedings of Machine Learning Research. Vol. 216. p. 324-335 12 p. (Proceedings of Machine Learning Research, Vol. 216).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile37 Downloads (Pure) -
2022
FOREAL: RoBERTa Model for Fake News Detection based on Emotions
Kolev, V., Weiss, G. & Spanakis, G., Feb 2022, Proceedings of the 14th International Conference on Agents and Artificial Intelligence (ICAART 2022). Rocha, A. P., Steels, L. & van den Herik, J. (eds.). Scitepress - Science And Technology Publications, Vol. 2. p. 429-440 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open Access -
2021
Can we detect harmony in artistic compositions? A machine learning approach
Vandor, A., Vollenhoven, M. V., Weiss, G. & Spanakis, G., 2021, Proceedings of the 13th International Conference on Agents and Artificial Intelligence - (Volume 2): ICAART 2021. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). Vol. 2. p. 187-195 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile65 Downloads (Pure) -
Skeleton-Based Explainable Bodily Expressed Emotion Recognition Through Graph Convolutional Networks
Ghaleb, E., Mertens, A., Asteriadis, S. & Weiss, G., 15 Dec 2021, 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021). Struc & Ivanovska, M. (eds.). IEEE, p. 1-8 8 p. (IEEE International Conference on Automatic Face and Gesture Recognition and Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile211 Downloads (Pure) -
2020
Fake News Detection on Twitter Using Propagation Structures
Meyers, M., Weiss, G. & Spanakis, G., Oct 2020, Disinformation in Open Online Media. MISDOOM 2020. van Duijn, M., Preuss, M., Spaiser, V., Takes, F. & Verberne, S. (eds.). Cham: Springer, Cham, p. 138-158 21 p. (Lecture Notes in Computer Science, Vol. 12259).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile583 Downloads (Pure) -
2019
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 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile41 Downloads (Pure) -
2018
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. 30-42Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile146 Downloads (Pure) -
Evaluating the Adoption of the Physical Board Game Ludo for Automated Assessments of Cognitive Abilities
Schmitt, F., Christopher, S. M., Tumanov, K., Weiss, G. & Mockel, R., 2018, Joint International Conference on Serious Games, JSCG 2018, SERIOUS GAMES. Göbel, S., Garcia-Agundez, A., Tregel, T., Ma, M., Baalsrud Hauge, J., Oliviera, M., Marsh, T. & Caserman, P. (eds.). Springer, Vol. 11243. p. 30-42 13 p. (Lecture Notes in Computer Science, Vol. 11243).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile125 Downloads (Pure) -
Towards Affect Recognition through Interactions with Learning Materials
Ghaleb, E., Popa, M., Hortal, E., Asteriadis, S., Weiss, G., Wani, M. A., Kantardzic, M., Sayedmouchaweh, M., Gama, J. & Lughofer, E., 2018, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA). IEEE, p. 372-379 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile109 Downloads (Pure) -
2017
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. Demazeau, Y., Davidsson, P., Bajo, J. & Vale, Z. (eds.). Springer, p. 272-283 12 p. (Lecture Notes in Computer Science, Vol. 10349).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile158 Downloads (Pure) -
2016
AMSOM: Adaptive Moving Self-organizing Map for Clustering and Visualization
Spanakis, G. & Weiss, G., 2016, Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, 129-140, 2016 , Rome, Italy. van den Herik, J. & Filipe, J. (eds.). Sitepress Digital Library, Vol. 2. p. 129-140Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile153 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 8 p. (International Conference on Tools With Artificial Intelligence Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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2015
Factored four way conditional restricted Boltzmann Machines for activity recognition
Mocanu, D. C., Ammar, H. B., Lowet, D., Driessens, K., Liotta, A., Weiss, G. & Tuyls, K., 2015, Proceedings of the 27th Benelux Conference on Artificial Intelligence (BNAIC 2015).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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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 proceeding › Conference article in proceeding › Academic › peer-review
Open AccessFile39 Downloads (Pure) -
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 proceeding › Conference article in proceeding › Academic › peer-review
Open Access -
HiDER - Query-Driven Entity Resolution for Historical Data.
Sahraei, B. R., Efremova, J., Rahmani, H., Calders, T., Tuyls, K. & Weiss, G., 2015, Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2015. Cham: Springer Nature Switzerland AG, p. 281-284 (Lecture Notes in Computer Science, Vol. 9286).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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Node classification in graph data using augmented random walk
Rahmani, H. & Weiss, G., 2015, Proceedings of the 1st International Conference on Web Research (ICWR) 2015.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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On the Skewed Degree Distribution of Hierarchical Networks
Sahraei, B. R., Bou-Ammar, H., Tuyls, K. & Weiss, G., 2015, ASONAM '15: Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015. Pei, J., Silvestri, F. & Tang, J. (eds.). The Association for Computing Machinery, p. 298-301Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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Toward Efficient Agreements in Real-Time Multilateral Agent-Based Negotiations
Chen, S., Hao, J., Weiss, G., Zhou, S. & Zhang, Z., 2015, Proceedings 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI). p. 896-903Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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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 proceeding › Conference article in proceeding › Academic
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Theory of Cooperation in Complex Social Networks
Sahraei, B. R., Bou-Ammar, H., Bloembergen, D., Tuyls, K. & Weiss, G., 2014, Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence. AAAI Press, Vol. 1-4. p. 1471-1477Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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2013
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 proceeding › Conference article in proceeding › Academic › peer-review
Open Access8 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 proceeding › Conference article in proceeding › Academic › peer-review
File152 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, USAResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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2012
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 UniversityResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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Reinforcement Learning Transfer Using a Sparse Coded Inter-Task Mapping
Ammar, H. B., Taylor, M. E., Tuyls, K. & Weiss, G., 2012, Multi-Agent Systems: EUMAS 2011. Cossentino, M., Kaisers, M., Tuyls, K. & Weiss, G. (eds.). Springer, Berlin, Heidelberg, p. 1-16 (Lecture Notes in Computer Science, Vol. 7541).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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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. 283-284Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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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 proceeding › Conference article in proceeding › Academic › peer-review
4 Downloads (Pure) -
Transfer for Bilateral Multi-Issue Negotiation Tasks
Chen, S., Ammar, H. B., Tuyls, K. & Weiss, G., 2012, Proceedings of the European Workshop on Multi-agent Systems (EUMAS), Dublin, Ireland. (Proceedings of the European Workshop on Multi-agent Systems (EUMAS), Dublin, Ireland).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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Transfer Learning for Bilateral Multi Issue Negotiation
Chen, S., Ammar, H. B., Tuyls, K. & Weiss, G., 2012, Proceedings of BNAIC 2012: . Uiterwijk, J. W., Roos, N. & Winands, M. H. (eds.). Maastricht University, p. 59-66Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review