Gerhard Weiss
Professor of Artificial Intelligence and Computer Science
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Department of Advanced Computing Sciences Maastricht University, The Netherlands |
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Gerhard Weiss
Professor of Artificial Intelligence and Computer Science
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Publications Listed by DBLP Listed by Google Scholar Listed by Semantic Scholar Publications Sorted by Date Sorted by Type Sorted by Author Names Sorted by Topic
Publications Sorted by Date
2023
S. Chen, T. Yang, H. You, J. Zhao, J. Hao and G. Weiss. Transfer reinforcement learning based negotiating agent framework. 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Lecture Notes in Computer Science Vol. 13936, pp. 386-397, 2023.
S. Chen, J. Zhao, G. Weiss, R. Su and K. Lei. An effective negotiation agent framework based on deep offline reinforcement learning, 39th Conference on Uncertainty in Artificial Intelligence (UAI), 2023.
M. Allahgholi, H. Rahmani, D. Javdani, Z. Sadeghi-Adl, A. Bender, D. Modos and G. Weiss. DDREL: From Drug-Drug relationships to drug repurposing. Intelligent Data Analysis, Vol. 26(19), pp. 221-237, 2022.
V. Kolev, G. Weiss and G. Spanakis. FOREAL: RoBERTa Model for Fake News Detection Based on Emotions. 14th International Conference on Agents and Artificial Intelligence (ICAART), pp. 429-440, 2022.
P. Golshanrad, H. Rahmani, B. Karimian, F. Karimkhani and G. Weiss. MEGA: Predicting the best classifier combination using meta-learning and genetic algorithm. Intelligent Data Analysis, Volume 25(6), pp. 1547-1563, 2021.
A. Grigoriu, A. Zaveri, G. Weiss and M. Dumontier. SIENA: Semi-automatic semantic enhancement of datasets using concept recognition. Journal of Biomedical Semantics, 12, Article 5, 2021.
H. Rahmani, D. Javdani and G. Weiss. SeMBlock: Semantic-aware Meta-Blocking approach. Intelligent Decision Technologies, vol. 15, no. 3, pp. 461-468, 2021.
T. Weidler, J. Lehnen, Q. Denman, D. Sebok, G. Weiss, K. Driessens and M. Senden. Biologically Inspired Semantic Lateral Connectivity for Convolutional Neural Networks. Computing Research Repository (CoRR), 2021. arXiv:2105.09830.
A. Vandor, M. van Vollenhoven, G. Weiss and G. Spanakis. Can we detect harmony in artistic compositions? A machine learning approach. Proceedings of the 13th International Conference on Agents and Artificial Intelligence (ICAART), Vol. 2, pp. 187-195, 2021.
M. Allahgholi, H. Rahmani, D. Javdani, G. Weiss and D. Modos. ADDI: Recommending alternatives for drug-drug interactions with negative health effects. Computers in Biology and Medicine, Vol. 125, Article 103969, 2020.
M. Meyers, G. Spanakis and G. Weiss. Fake news detection on Twitter using propagation structures. 2nd Multidisciplinary International Symposium on Disinformation in Open Online Media (MISDOOM), In M. van Duijn, M. Preuss, V. Spaiser, F. Takes and S. Verberne (Eds.), Disinformation in open online media, pp. 138-158, Springer-Verlag, LNCS Vol. 12259, 2020.
K. Smirnov, G. Spanakis and G. Weiss. Early fake news detection on Twitter by analysing user characteristics in a tweet propagation path. 2nd Multidisciplinary International Symposium on Disinformation in Open Online Media (MISDOOM).
S. Chen, Y. Cui, G. Weiss, C. Shang and J. Hao. ONECG: Online coalitional negotiation game platform. International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2019.
A. Grigoriu, A. Zaveri, G. Weiss and M. Dumontier. SIENA: Semi-automatic semantic enhancement of datasets using concept recognition. 27th Conference on Intelligent Systems for Molecular Biology and the 18th European Conference on Computational Biology and the 18th European Conference on Computational Biology.(ISMB and ECCB), 2019.
R. Möckel, A. Ahangi, J. Hermans, G. Weiss, et. al. Self-organization among autonomous agents in complex seaports. Netherlands Platform Complex Systems Meeting, 2019.
D. Rafailidis and G. Weiss. Adaptive Deep Learning of Cross-Domain Loss in Collaborative Filtering. https://arxiv.org/abs/1907.01645, 2019.
D. Rafailidis and G. Weiss. A Neural Attention Model for Self-Adaptive Learning of Social Friends' Preferences https://arxiv.org/abs/1907.01644, 2019.
B. Ranjbar-Sahraei, H. Rahmani, G. Weiss and K. Tuyls. Distant supervision of relation extraction in sparse data. Intelligent Data Analysis, Volume 23, pp. 1145-1166, 2019.
G. Weiss. KI ist kein Wundermittel - hilft aber. Frankfurter Allgemeine Zeitung, 16.12.2019, Nr. 292, p. 16. [''AI is not a panacea - but it helps'', non-scientific, invited, German national newspaper]
G. Weiss. Europa muss die KI-Experten halten. Frankfurter Allgemeine Zeitung, 21.10.2019, Nr. 244, p. 16. [''Europe needs to keep its AI experts'', non-scientific, invited, German national newspaper]
G. Weiss. KI als Schulfach. Süddeutsche Zeitung (SZ), Samstagsessay, 23.8.2019. [''AI as a school subject'', non-scientific, invited, German national newspaper]
S. Chen and G. Weiss. Automated negotiation: An efficient approach to interaction among agents (Chapter 7, pp. 149-206). In J. Hao (Ed.), Interactions in Multiagent Systems. World Scientific, 2018.
E. Ghaleb, M. Popa, E. Hortal, S. Asteriadis and G. Weiss. Towards affect recognition through interactions with learning materials. IEEE International Conference on Machine Learning and Applications (ICMLA 2018), 2018.
F. Schmitt, S. M. Christopher, G. Weiss and R. Möckel. Evaluating the adoption of physical board game Ludo as serious game for assessing cognitive abilities of players. Proceedings, Lecture Notes in Computer Science, Vol. 11243, pp. 30-42, 2018.
S. Chen, J. Hao, S. Zhou and G. Weiss. Negotiating with unknown opponents toward multi-lateral agreement in real-time domains. In K. Fujita et al. (Eds.), Modern Approaches to Agent-based Complex Automated Negotiation (pp. 219-229). Studies in Computational Intelligence, Vol. 674. Springer Verlag, 2017.
G. Spanakis, G. Weiss, B. Boh, L. Lemmens and A. Roefs. Machine learning techniques in eating behavior e-coaching. International Journal of Personal and Ubiquitous Computing, 21, 645-659, 2017.
G. Spanakis, G. Weiss, B. Boh and A. Roefs. Network analysis of ecological momentary assessment data for monitoring and understanding eating behavior. In X. Zheng et al. (Eds.), Multiagent System Technologies (pp. 43-54), Lecture Notes in Computer Science, Vol. 9545. 2017.
B. Sorger, K. Tumanov, A. Benitez-Andonegui, M. Lührs, H. Boeijkens, G. Weiss, R. Goebel and R. Möckel. An fNIRS-based brain-machine interface for remote robot control. Third International Conference on Real-Time Functional Imaging and Neurofeedback (rtFIN2017), 2017.
G. Spanakis and G. Weiss. Enhancing visual clustering using adaptive moving self-organizing maps (AMSOM). Volume 10162 of the series Lecture Notes in Computer Science. J. van den Herik and J. Filipe (Eds.). Agents and Artificial Intelligence. 8th International Conference, ICAART 2016, Revised selected papers, pp. 189-211. 2017.
T. Vrancken, D. Tenbrock, S. Reick, D. Bozhinovski, G. Weiss and G. Spanakis. Multi-agent parking place simulation. 15th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS). 2017.
[non-scientific] "Teaching a computer about harmony" - Interview, Observant, 31, May 2017. Available online and as PDF
B. Boh, L. Lemmens, A. Jansen, C. Nederkoorn, V. Kerhofs, G. Spanakis, G. Weiss and A. Roefs. An ecological momentary intervention via smartphone and internet: Study protocol for a randomised controlled trial for weight loss and healthy eating. Trials - International Journal, Vol. 17:154, 2016. (Web version is available here.)
S. Chen, G. Weiss and S. Zhou. Solving negotiation problems against unknown opponents with wisdom of crowds. KI 2016: Advances in Artificial Intelligence, Proceedings of the 39th German Conference on Artificial Intelligence (KI), Lecture Notes in Computer Science, Vol. 9904, pp. 126-133, 2016.
S. Chen, S. Zhou, G. Weiss and K. Tuyls. Using transfer learning to model unknown opponents in automated negotiations. In N. Fukuta, T. Ito, M. Zhang, K. Fujita and V. Robu (Eds.), Recent advances in agent-based complex automated negotiation. Springer-Verlag (Studies in Computational Intelligence), pp. 175-192, 2016.
H. Rahmani, B. Ranjbar-Sahraei, G. Weiss, and K. Tuyls. Entity resolution in disjoint graphs: an application on genealogical data. International Journal on Intelligent Data Analysis. Volume 20(2), pp. 455-475, 2016.
H. Rahmani, G. Weiss, O. Mendez-Lucio and A. Bender. ARWAR: a Network Approach for Predicting Adverse Drug Reactions. International Journal on Computers in Biology and Medicine, Computers in Biology and Medicine, Volume 68, pp. 101-108, 2016. See also here for Web version.
B. Ranjbar-Sahraei, H.B. Ammar, K. Tuyls and G. Weiss. On the prevalence of hierarchies in social networks. Journal of Social Network Analysis and Mining, 6:58, 2016.
G. Spanakis and G. Weiss. AMSOM: Adaptive Moving Self-Organizing Map for Clustering and Visualization. 8th International Conference on Agents and Artificial Intelligence (ICAART), pp. 129-140, 2016.
G. Spanakis, G. Weiss, B. Boh, V. Kerkhofs and A. Roefs. Utilizing longitudinal data to build decision trees for profile building and predicting eating behavior. International Conference on Health and Social Care Information Systems and Technologies (HCist), Procedia Computer Science, Vol. 100, pp. 782-789, 2016.
G. Spanakis, G. Weiss and A. Roefs. Bagged boosted trees for classification of ecological momentary assessment data. Frontiers in Artificial Intelligence, Volume 285: ECAI2016 (22nd European Conference on Artificial Intelligence), pp. 1612-1613, 2016.
G. Spanakis, G. Weiss and A. Roefs. Enhancing classification of ecological momentary assessment data using bagging and boosting. Proceedings of the IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI), pp. 388-395, 2016.
R. Bordini, E. Elkind, G. Weiss and P. Yolum (Eds.). Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS). 2015.
S. Chen, J. Hao, G. Weiss, S. Zhou and Z. Zhang. Toward efficient agreements in real-time multilateral agent-based negotiations. Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence (ICTAI, pp. 896-903), 2015.
S. Chen and G. Weiss. An approach to complex agent-based negotiations via effectively modeling unknown opponents. Expert Systems with Applications, Volume 42, Issue 5, 2287-2304, 2015.
J. Efremova, B. Ranjbar-Sahraei, H. Rahmani, F.A. Oliehoek, T. Calders, K. Tuyls, and G. Weiss. Multi-source entity resolution for genealogical data. In G. Boothooft et. al. (Eds.) Population reconstruction. Springer-Verlag, pp. 129-154, 2015.
D.C. Mocanu, H.B. Ammar, D. Lowet, K. Driessens, A. Liotta, G. Weiss, and K. Tuyls. Factored four way conditional restricted Boltzmann machines for activity recognition. Pattern Recognition Letters. 66, pp. 100-108, 2015. [Also published in Proceedings BNAIC 2015]
H. Rahmani and G. Weiss. Node classification in graph data using augmented random walk. International Conference on Web Research (ICWR), 2015.
B. Ranjbar-Sahraei, H.B. Ammar, K. Tuyls and G. Weiss. On the skewed degree distribution of hierarchical networks. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015.
B. Ranjbar-Sahraei, J. Efremova, H. Rahmani, T. Calders, K. Tuyls and G. Weiss. HiDER: Query-driven entity resolution for historical data. European Conference on Machine Learning and Practice of Knowledge Discovery in Databases (14th Joint ECML-PKDD). 2015.
B. Ranjbar-Sahraei, K. Tuyls, I. Caliskanelli, B. Broeker, D. Claes, S. Alers and G. Weiss. Bio-inspired multi-robot systems. In T.D. Ngo (Ed.), Biomimetic technologies. Principles and Applications. Woodhead Publishing Ltd. Chapter 13, pp. 273-299, 2015.
G. Spanakis, G. Weiss, B. Boh, V. Kerkhofs, L. Lemmens, A. Jansen, A. Roefs: Learning when you will eat unhealthy using decision trees for longitudinal data. Poster presentation at Healthy LifeStyle Solutions Conference (HLS), 2015.
G. Spanakis, G. Weiss, B. Boh and A. Roefs. Network analysis of ecological momentary assessment data for monitoring and understanding eating behavior. International Conference on Smart Health (ICSH). Springer-Verlag, Lecture Notes in Computer Science, Vol. 9545, pp. 43-54, 2015.
K. Tumanov, R. Goebel, R. Möckel, B. Sorger and G. Weiss. fNIRS-based BCI for robot control. Demonstration paper. Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS). 2015. Click here for a Video.
C. Wittlinger, G. Spanakis and G. Weiss. Flexible deep neural network structure with application to natural language processing. Proceedings of the 27th Benelux Conference on Artificial Intelligence (BNAIC), 2015.
S. Alers, D. Claes, J. Fossel, D. Hennes, K. Tuyls and G. Weiss. How to win Robocup@work? The SwarmLab@work approach revealed. In S. Behnke, M. Veloso, A. Visser and R. Xiong (Eds.), RoboCup 2013: Robot World Cup XVII. Lecture Notes in Artificial Intelligence, Vol. 8371, pp. 147-158, Springer-Verlag. 2014.
S. Alers, D. Claes, K. Tuyls and G. Weiss. Biological inspired multi-robot foraging. Demonstration track of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS, pp. 1683-1684), 2014.
S. Alers, K. Tuyls, B. Ranjbar-Sahraei, D. Claes and G. Weiss. Insect-inspired robot coordination: Foraging and coverage. 14th International Conference on the Synthesis and Simulation of Living Systems (ALIFE, pp. 761-769). 2014.
H.B. Ammar, S. Chen, K. Tuyls and G. Weiss. Automated transfer for reinforcement learning tasks. Künstliche Intelligenz, Vol. 28, Issue 1, 7-14, 2014.
H.B. Ammar, E. Eaton, M. E. Taylor, D. C. Mocanu, K. Driessens, G. Weiss and K. Tuyls. An automated measure of MDP similarity for transfer in reinforcement learning. 3rd Workshop on Machine Learning for Interactive Systems (MLIS): Bridging the Gap Between Perception, Action and Communication. 2014.
D. Bloembergen, B. Ranjbar-Sahraei, H.B. Ammar, K. Tuyls and G. Weiss. Influencing social networks: An optimal control study. 21st European Conference on Artificial Intelligence (ECAI2014, pp. 105-110). 2014.
S. Chen, H.B. Ammar, K. Tuyls and G. Weiss. Transfer for automated negotiation. Künstliche Intelligenz, Vol. 28, Issue 1, 21-27, 2014.
S. Chen, H. Jianye, G. Weiss, K. Tuyls and H. Leung. Spatial evolutionary game-theoretic perspective on agent-based complex negotiations. 21st European Conference on Artificial Intelligence (ECAI, pp. 983-984). 2014.
S. Chen, H. Jianye, G. Weiss, K. Tuyls and H. Leung. Evaluating practical automated negotiation based on spatial evolutionary game theory. In C. Lutz and M. Thielscher (Eds.), Advances in artificial intelligence. Proceedings of the 37th German Conference on Artificial Intelligence (KI). Springer-Verlag (Lecture Notes in Artificial Intelligence, Volume 8736, pp. 147-158), 2014.
S. Chen and G. Weiss. An intelligent agent for bilateral negotiation with unknown opponents in continuous-time domains. ACM Transactions on Autonomous and Adaptive Systems (TAAS), Volume 9, Number 3, Article 16 (24 pages), 2014.
S.Chen and G.Weiss. OMAC: A discrete wavelet transformation based negotiation agent. In I. Marsa-Maestre, M.A. Lopez-Carmona, T. Ito, M. Zhang, Q. Bai & K. Fujita (Eds), Novel Insights in Agent-based Complex Automated Negotiation. Springer-Verlag (Studies in Computational Intelligence, Vol. 535, pp. 187-196). 2014.
H. Jianye, S. Chen, G. Weiss, H. Leung and K. Tuyls. Robustness analysis of negotiation strategies through multiagent learning in negotiation games. In J.P. Müller, M. Weyrich and A. Bazzan (Eds.), Multiagent system technologies. Proceedings of the 12th German Conference on Multiagent System Technologies (MATES). Springer-Verlag (Lecture Notes in Computer Science Volume 8732, pp 41-56), 2014.
H. Rahmani, B. Ranjbar-Sahraei, G. Weiss and K. Tuyls. Contextual entity resolution approach for genealogical data. Workshop on Knowledge Discovery, Data Mining and Machine Learning (KDML). Proceedings of the 16th LWA Workshops: KDML, IR, FGWM (pp. 168-179). 2014.
B. Ranjbar-Sahraei, H.B. Ammar, D. Bloembergen, K. Tuyls and G. Weiss. Theory of cooperation in complex social networks. 28th AAAI Conference on Artificial Intelligence (AAAI, pp. 1471-1477). 2014.
B. Ranjbar-Sahraei, H.B. Ammar, D. Bloembergen, K. Tuyls and G. Weiss. Evolution of cooperation in arbitrary complex networks. 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS, pp. 677-684), 2014.
B. Ranjbar-Sahraei, D. Bloembergen, H.B. Ammar, K. Tuyls, and G. Weiss. Effects of evolution on the emergence of scale free networks. 14th International Conference on the Synthesis and Simulation of Living Systems (ALIFE, pp. 376-383). 2014.
B. Ranjbar-Sahraei, I.M. Groothuis, K. Tuyls and G. Weiss. Valuation of cooperation and defection in small world networks: A behavioral robotic approach. 26th Benelux Artificial Intelligence Conference (BNAIC, pp. 103-110), 2014.
S. Zhou, S. Chen, E. Smirnov, G. Weiss and K. Tuyls. Automatic knowledge transfer for agent-based bilateral negotiation tasks. Seventh International Workshop on Agent-based Complex Automated Negotiations (ACAN). 2014.
S. Alers, B. Ranjbar-Sahraei, S. May, K. Tuyls and G. Weiss. An experimental
framework for exploiting vision in swarm robotics. Proceedings of the 5th
International Conference on Adaptive and Self-Adaptive Systems and Applications
(ADAPTIVE, pp. 83-88). 2013.
S. Alers, B. Ranjbar-Sahraei, S. May, K. Tuyls and G. Weiss. Evaluation of an experimental framework for vision in swarm robotics. Proceedings of the 12th European Conference on Artificial Life (ECAL, pp. 775-782), 2013.
H.B. Ammar, D.C. Mocanu, M. Taylor, K. Driessens, G. Weiss and K. Tuyls. Automatically mapped transfer between reinforcement learning tasks via three-way restricted Boltzmann machines. Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD, Lecture Notes in Computer Science Volume 8189, pp 449-464), 2013.
M. Chami, H.B. Ammar, H. Voos, K. Tuyls and G. Weiss.
Swarm-based evaluation of nonparametric SysML mechatronics system design.
IEEE International Conference on Mechatronics (ICM, pp. 436-441), 2013.
S. Chen, H.B. Ammar, K. Driessens, K. Tuyls and G. Weiss. Automatic transfer
between negotiation tasks. 13th International Workshop on Adaptive and Learning
Agents (ALA). 2013.
S. Chen, H.B. Ammar, K. Tuyls and G. Weiss. Conditional restricted Boltzmann machines for negotiations in highly competitive and complex domains. Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI, pp. 69-75). 2013.
S. Chen, H.B. Ammar, K. Tuyls and G. Weiss. Optimizing complex automated
negotiation using sparse pseudo-input Gaussian processes. Proceedings of the
12th International Conference on Autonomous Agents and Multiagent Systems
(AAMAS, pp. 707-714), 2013.
S. Chen and G. Weiss. An efficient automated negotiation strategy for complex environments. Intern. Journal on Engineering Applications of Artificial Intelligence (EAAI), vol. 26, issue 10, pp. 2613-2623. 2013.
D. Mocanu, H.B. Ammar, M. Taylor, K. Driessens, G. Weiss and Karl Tuyls . Automatically mapped transfer between reinforcement learning tasks via three-way restricted Boltzmann machines. 25th Benelux Conference on Artificial Intelligence (BNAIC, pp. 336-337), 2013.
B. Ranjbar-Sahraei, S. Alers, K. Stankova, K. Tuyls and G. Weiss. Toward soft heterogeneity in swarm robots. 25th Benelux Conference on Artificial Intelligence (BNAIC, pp. 384-385), 2013.
B. Ranjbar-Sahraei, K. Stankova, K. Tuyls and G. Weiss. Stackelberg-based coverage approach in nonconvex environments. Proceedings of the 12th European Conference on Artificial Life (ECAL, pp. 462-469), 2013.
B. Ranjbar-Sahraei, G. Weiss and K. Tuyls. A macroscopic model for multi-robot
stigmergic coverage (StiCo). Proceedings of the 12th International Conference on
Autonomous Agents and Multiagent Systems (AAMAS, pp. 1233-1234), 2013.
B. Ranjbar-Sahraei, G. Weiss and K. Tuyls. StiCo in action
(Demo). Proceedings of the 12th International Conference on Autonomous
Agents and Multiagent Systems (AAMAS, pp. 1403-1404), 2013.
K. Stankova, B. Ranjbar-Sahraei, G. Weiss and K. Tuyls. StaCo: Stackelberg-based
coverage approach in heterogeneous robotic swarms. Proceedings of the 5th
International Conference on Adaptive and Self-Adaptive Systems and Applications
(ADAPTIVE, pp. 71-76). 2013.
G. Weiss (Ed.). Multiagent Systems. 2nd edition. MIT
Press. 2013. (See also
http://www.the-mas-book.info for supplementary material.)
[non-scientific] "The robots are marging on" - A discussion with Prof. Tsjalling Swierstra about autonomous robots, appeared
in the June-2013 edition of the UM Magazine (pp. 17-19). Available online and as PDF
H.B. Ammar, K. Tuyls, M. Taylor, K. Driessen and G. Weiss.
Reinforcement learning transfer via
sparse coding. Proceedings of the Eleventh
International Conference on Autonomous Agents and Multiagent Systems
(AAMAS, Volume 1, pages 383-390). 2012.
L. Cao, A. Bazzan, A. Symeonidis, V. Gorodetsky, G. Weiss and P.S. Yu
(Eds.) Agents
and Data Mining Interaction, Lecture Notes in Computer Science, Volume 7103,
Springer-Verlag, 2012.
L. Cao, G. Weiss and P.S. Yu (Eds.). Special Issue on Agent Mining, International
Journal on Agents and Multiagent Systems, Vol. 25(3), 2012.
L. Cao, G. Weiss and P.S. Yu. A brief introduction to agent
mining. Journal of Autonomous Agents and Multi-Agent Systems, 25(3):419-424,
2012.
M. Chami, H.B. Ammar, H. Voos, K. Tuyls and G. Weiss.
An intelligent SysML-based conceptual design evaluation of mechatronic systems.
Proceedings of the 24th Benelux Conference on Artificial Intelligence (BNAIC,
pp. 51-58),
2012.
S. Chen and G. Weiss. An efficient and adaptive
approach to negotiation in complex environments.
Proceedings of the 20th European Conference on Artificial Intelligence (ECAI,
pp. 228-233). 2012.
S. Chen, H.B. Ammar, K. Tuyls and G. Weiss. Transfer learning for
bilateral multi-issue negotiation. Proceedings of the 24th Benelux
Conference on Artificial Intelligence (BNAIC), 2012.
M. Cossentino, M. Kaisers, K. Tuyls and G. Weiss (Eds.)
Multi-Agent Systems. Lecture Notes in Computer Science, Volume 7541.
Springer-Verlag. 2012.
B. Ranjbar-Sahraei, G. Weiss and A. Nakisaee.
A multi-robot coverage approach based on stigmergic communication.
In I.J. Timm & C. Guttmann (Eds.), Multiagent System Technologies. 10th
German Conference, MATES (pp. 126-138). Lecture Notes in Computer
Science, Vol. 7598. 2012. [link to Springer source]
B. Ranjbar-Sahraei, G. Weiss and A. Nakisaee. An adaptive stigmergic
coverage approach for robot teams. Proceedings of the 24th Benelux
Conference on Artificial Intelligence (BNAIC), October 2012.
K. Tuyls and G. Weiss. Multiagent learning: Basics, Challenges, Prospects. AI
Magazine, 33(3):41-53, October 2012., 2012.
2011
S. Alers, D. Bloembergen, D. Hennes, S. de Jong, M. Kaisers, N. Lemmens,
K. Tuyls and G. Weiss.
Bee-inspired foraging in an embodied swarm, Proceedings of the Tenth
International Conference on Autonomous Agents and Multi-Agent Systems
(Demo Track), 2011.
H.B. Ammar, M. Taylor, K. Tuyls and G. Weiss.
Reinforcement learning transfer
using a sparse coded inter-task mapping. 9th European Workshop on Multiagent
Systems (EUMAS). 2011. [Lecture Notes in Computer Science, Volume 7541, pp.
1-16]
V. Delage, C. Brandlhuber, K.Tuyls, and G. Weiss.
Multi-agent based
simulation of FOREX exchange market. Proceedings of the 23rd Benelux
Conference on Artificial Intelligence (BNAIC). 2011.
V. Delage, C. Brandlhuber, K.Tuyls, and G. Weiss. Multi-agent based simulation of
FOREX exchange market. 9th European Workshop on Multiagent Systems (EUMAS). 2011
2010
L. Cao, A. Bazzan, V. Gorodetsky, P. Mitkas, G. Weiss and P.S. Yu
(Eds.)
Agents and Data Mining Interaction, Lecture Notes in Computer Science,
Volume 5980, Springer-Verlag, 2010.
C. Gonzales-Morcillo, G. Weiss, D. Vallejo, L. Jimenez-Linares and J.J.
Castro-Schez. A Multi-Agent Architecture for 3D Rendering Optimization. Journal
of Applied Artificial Intelligence 24:4, 313-349, 2010.
G. Nalbantov, E. Smirnov, G. Weiss, K. Nienhaus, M.
Warcholik and F. Mavroudis. Image Mining
for Intelligent Autonomous Coal
Mining. 10th Industrial Conference on Data Mining, Poster and Industry
Proceedings, pp. 17-23, 2010.
G. Weiss, L. Braubach
and P. Giorgini. Intelligent agents. In H. Bidgoli (Ed.), The Handbook of
Technology Management (Volume 3, pp. 360-372). John Wiley & Sons, Inc. 2010.
2009
B.
Buchberger et al. (Eds.)
Hagenberg research. Springer-Verlag. 2009.
L. Cao, V. Gorodetsky, J. Liu, G. Weiss and P.S. Yu (Eds.).
Agents and data mining interaction. Lecture Notes in Computer Science,
Volume 5680. Springer-Verlag. 2009.
G. Weiss. Agent orientation in computer science.
Exploring the agent-oriented perspective on computer-based systems.
Habilitation thesis. Johannes-Kepler University Linz, Faculty of Technical and Natural Sciences.
2009.
G. Weiss, G. Pomberger, W. Beer, et al. Software engineering – processes and tools. In B.
Buchberger et al. (Eds.), Hagenberg Research (Chapter IV, pp. 157–235),
Springer-Verlag. 2009.
2007
M. Geipel and G. Weiss. A generic framework for
argumentation-based negotiation. In M. Klusch, K. Hindriks, M.P. Papazoglou
and L. Sterling (Eds.), Proceedings of the 11th International Workshop on
Cooperative Information Agents (CIA, pp. 209-224). Lecture Notes in Computer
Science, Volume 4676. Springer-Verlag. 2007.
C. Gonzalez-Morcillo, G. Weiss, D. Vallejo-Fernandez, L. Jimenez-Linares and J.
Albursac-Jimenez. 3D distributed rendering and
optimization using free software. European Journal for the Informatics
Professional, Vol. VIII, no. 6, 45-53, 2007. M.
Nickles, M. Rovatsos, M. Schmitt, W. Brauer, F. Fischer, T. Malsch, K. Paetow
and G. Weiss. The empirical semantics
approach to communication structure learning and usage: individuals- versus
system-views. Journal of Artificial Societies and Social Simulation, Vol.
10(1). 2007. G. Weiss. Agentenorientierte Softwareentwicklung.
In H. Schulte (Ed.), Lexikon Informationstechnik und Telekommunikation. Interest
Verlag. 2007.
2006
F. Fischer, M. Rovatsos and G. Weiss.
Adaptiveness in agent communication: application and adaptation of
conversation patterns. In F. Dignum, R.M. van Eijk and R. Flores
(Eds.), Agent communication II (pp. 211-226). Lecture Notes in Computer
Science, Volume 3859. Springer-Verlag. 2006.
M. Nickles, F.
Fischer and G. Weiss. Communication attitudes: a
formal approach to ostensible intentions and individual and social opinions.
Electronic Notes in Theoretical Computer Science, Vol. 157(4), 95-115, 2006.
M. Rovatsos, I. Rahwan, F. Fischer and G. Weiss.
Practical strategic reasoning and
adaptation in rational argument-based negotiation. In S. Parsons, N.
Maudet, P. Moraitis and I. Rahwan (Eds.) Argumentation in multiagent
systems (pp. 122-137). Lecture Notes in Computer Science, Volume 4049.
Springer-Verlag. 2006.
G. Weiss, F. Fischer, M. Nickles and M. Rovatsos.
Operational modeling of agent autonomy: theoretical aspects and a formal
language. In J.P. Müller and F. Zambonelli (Eds.), Proceedings of the 6th
International Workshop on Agent-oriented Software Engineering (pp. 1-15).
Lecture Notes in Computer Science, Volume 3950. Springer-Verlag. 2006.
2005
F. Fischer, M. Rovatsos and G. Weiss.
Acquiring and adapting probabilistic models of agent conversation.
Proceedings of the Fourth International Joint Conference on Autonomous
Agents and Multiagent Systems (AAMAS, pp. 106–113). 2005.
T.
Froehner, M. Nickles, G. Weiss, W. Brauer and R. Franken.
Integration of ontologies and knowledge from
autonomous sources. Künstliche Intelligenz, Special Issue zu ”Knowledge
representation, reasoning and management“, Heft 1/05, 18–23, 2005.
M. Nickles, F. Fischer and G. Weiss. Communication attitudes: a formal approach
to ostensible intentions and individual and social opinions. In W. van der Hoek,
A. Lomuscio, E. de Vink and M. Wooldridge (Eds.), Proceedings of the 3rd
International Workshop on Logic and Communication in Multi-Agent Systems (LCMAS).
2005. M. Nickles, M.
Rovatsos and G. Weiss. Expectation-oriented
modeling. International Journal on Engineering Applications of Artificial
Intelligence, Vol. 18(8), 891-918. 2005.
M. Nickles and G. Weiss. Multiagent
systems without agents: Mirror-holons for the compilation and enactment
of communication structures. In K. Fischer, M. Florian and T. Malsch
(Eds.), Socionics (pp. 263-288). Lecture Notes in Computer Science,
Volume 3413. Springer-Verlag. 2005.
M. Rovatsos, F. Fischer and G. Weiss. An
integrated framework for adaptive reasoning about conversation patterns.
Proceedings of the Fourth International Joint Conference on Autonomous
Agents and Multiagent Systems (AAMAS, pp. 1123–1124). 2005.
M. Rovatsos, I. Rahwan, F. Fischer and G. Weiss.
Adaptive strategies for practical
M. Rovatsos and G. Weiss. Autonomous software.
In S.K. Chang (Ed.), Handbook of Software Engineering and Knowledge Engineering,
Volume 3 (Recent Advances, pp. 63–84). World Scientific Pub. Co. 2005.
2004
F. Fischer, M. Rovatsos and G. Weiss. Hierarchical reinforcement
learning in communication-mediated multiagent coordination. Proceedings
of the Third International Joint Conference on Autonomous Agents and
Multiagent Systems (AAMAS, pp. 1334–1335). 2004.
T. Froehner, M. Nickles and G. Weiss.
Towards modeling the social layer of
emergent knowledge using open ontologies. ECAI Workshop on Agent-Mediated
Knowledge Management (AMKM, pp. 10-19), 2004.
J.J. Gomez, M.-P. Gervais and G. Weiss. A survey
of agent-oriented software engineering research. In F. Bergenti, M.-P.
Gleizes & F. Zambonelli (Eds.), Methodologies and software engineering for agent
systems (Chapter 3, pp. 33-62). Kluwer Academic Publishers. 2004.
M. Nickles, T. Froehner and G. Weiss. Social annotation of semantically
heterogeneous knowledge. Proceedings of the 4th International Workshop on
Knowledge Markup and Semantic Annotation (SemAnnot). 2004.
M.
Nickles, M. Rovatsos, W. Brauer and G. Weiss.
Towards a unified model of sociality in
multiagent systems. International Journal of Computer and Information
Science, Vol. 5(2), 73–88. 2004.
M. Nickles,
M. Rovatsos and G. Weiss (Eds.).
Agents and computational autonomy. Potential, Risks, and Solutions. Lecture
Notes in Computer Science, Volume 2969. Springer-Verlag. 2004.
M. Nickles, M. Rovatsos and G. Weiss. Empirical-rational semantics of
agent communication. Proceedings of the Third International Joint
Conference on Autonomous Agents and Multiagent Systems (AAMAS, pp.
94-101). 2004.
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Weiss, J. Duscher, M. Nickles and M. Rovatsos.
Spezifikation von Softwareautonomie. Künstliche Intelligenz, Heft 4/04,
44–50. 2004.
2003
F. Giunchiglia, J. Odell and G. Weiss (Eds.).
Agent-oriented software engineering III, Lecture Notes in Computer Science,
Volume 2585. Springer-Verlag. 2003.
M. Nickles, M. Rovatsos, W. Brauer and G. Weiss.
Towards a unified model
of sociality in multiagent systems. Proceedings of the 4th ACIS
International Conference on Software Engineering, Artificial
Intelligence, Networking, and Parallel/Distributed Computing (SNPD, pp.
177-187). 2003.
M. Rovatsos, M. Nickles and G. Weiss. Interaction is meaning: A new
model for communication in open systems. Proceedings of the Second
International Joint Conference on Autonomous Agents and Multiagent
Systems (AAMAS, pp. 536-543). 2003.
M. Rovatsos, G. Weiss and M. Wolf. Multiagent learning for open systems:
a study in opponent classification. In E. Alonso, D. Kudenko and D.
Kazakov (Eds.), Adaptive agents (pp. 66-87). Lecture Notes in Computer
Science, Volume 2636. Springer-Verlag, 2003.
G. Weiss, M. Rovatsos, M. Nickles and C. Meinl.
Capturing agent autonomy
in roles and XML. Proceedings of the Second International Joint
Conference on Autonomous Agents and Multiagent Systems (AAMAS, pp.
105-112). 2003.
2002
F. Brandt and G. Weiss. Antisocial agents and Vickrey auctions. Proceedings of
the 8th International Workshop on Agent Theories, Architectures, and Languages (ATAL,
pp. 335–347). Lecture Notes in Computer Science, Volume 2333. Springer-Verlag.
2002.
2001
F. Brandt and G. Weiss. Vicious strategies for Vickrey auctions.
Proceedings of the 5th International Conference on Autonomous Agents
(Agents, pp. 71–72). 2001.
M. Rovatsos and G. Weiss. Achieving multiagent organisation by organising agent
experience. Notes of 10th European Workshop on Modelling Autonomous Agents in a
Multi-Agent World (MAAMAW). 2001.
G.
Weiss. Agent Orientation in Software
Engineering. Knowledge Engineering Review, Vol. 16(4), 349–373. 2001. G. Weiss.
Agentenorientiertes Software
Engineering. Informatik Spektrum, Band 24, Heft 2, 98–101. 2001.
2000
F. Brandt, W. Brauer and G. Weiss. Task assignment in multiagent systems based
on Vickrey-type auctioning. In Proceedings of the Fourth International Workshop
on Cooperative Information Agents (CIA, pp. 95–106). Lecture Notes in Computer
Science,
Volume 1860. Springer-Verlag. 2000.
1999
M. Klusch, O. Shehory and G. Weiss (Eds.).
Cooperative information agents III. Lecture Notes in Artificial Intelligence,
Volume 1652. Springer-Verlag. (ISBN 3-540-66325-8). 1999.
S. Sen and G. Weiss. Multiagent learning. In
G. Weiss (Ed.), Multiagent systems (Chapter 6, pp. 259–298). The MIT Press.1999.
G. Weiss and P. Dillenbourg. What is ‘multi’ in
multiagent learning? In P. Dillenbourg (Ed.), Collaborative learning.
Cognitive and computational approaches (Chapter 4, pp. 64–80). Pergamon Press.
1999.
1998
W. Brauer and G. Weiss. Multi-machine scheduling – A multi-agent
learning approach. In Proceedings of the Third International Conference
on Multi-Agent Systems (ICMAS, pp. 42–48). IEEE Computer Society. 1998. K. Klusch and G. Weiss (Eds.).
Cooperative information agents II. Lecture Notes in Artificial Intelligence,
Volume 1435. Springer-Verlag. (ISBN 3-540-64676-0). 1998.
G. Weiss. A multiagent perspective of parallel and distributed machine
learning. In Proceedings of the Second International Conference on
Autonomous Agents (Agents, pp. 226–230). ACM Press. 1998. (Eds.), Readings in agents
(pp. 481–486). Morgan Kaufmann Publ. 1998.
G. Weiss (Ed.).
Special Issue on Learning in Distributed Artificial Intelligence Systems,
Journal of Experimental and Theoretical Artificial Intelligence, Vol. 10(3).
1998.
1997
G. Weiss. The job assignment problem: A study in parallel and distributed
machine learning. In C. Freksa, M. Jantzen and R. Valk (Eds.),
Foundations of Computer Science. Potential – Theory – Cognition (pp.
445–454). Lecture Notes in Computer Science, Volume 1337.
Springer-Verlag. 1997.
G. Weiss (Ed.).
Distributed artificial intelligence meets machine learning. Lecture Notes in
Artificial Intelligence, Volume 1221. Springer-Verlag. (ISBN 3-540-62934-3).
1997.
G. Weiss. Towards the synthesis of neural and
evolutionary learning. In O. Omidvar & C. Wilson (Eds.), Progress in neural
networks (Volume V, Chapter 6, pp. 145–176). Norwood, New Jersey: Ablex Publ.
Corp. 1997.
1996
G. Weiss.
An action-oriented perspective of learning in
classifier systems. Journal of Experimental and Theoretical Artificial
Intelligence, 8(1), 43–62. 1996. G. Weiss. Several contributions to
Wörterbuch der Kognitionswissenschaft (ed. by G. Strube et al.), Klett-Cotta.
1996. G. Weiss and S. Sen (Eds.).
Adaptation and learning in multi-agent systems. Lecture Notes in Artificial Intelligence,
Volume 1042. Springer-Verlag. (ISBN 3-540-60923-7). 1996.
1995
G. Weiss.
Distributed reinforcement learning. Robotics
and Autonomous Systems, 15, 135–142. 1995.
G. Weiss. Distributed machine learning. Sankt Augustin: Infix Verlag. (ISBN
3-929037-75-0). 1995.
1994
G. Weiss. Hierarchical chunking in classifier systems. In Proceedings of
the 12th National Conference on Artificial Intelligence (AAAI, Vol. 2,
pp. 1335–1340). AAAI Press/MIT Press. 1994.
1993
G.
Weiss. Lernen und Aktionskoordinierung in Mehragentensystemen. In J.
Müller (Ed.), Verteilte Künstliche Intelligenz – Methoden und
Anwendungen (pp. 122–132). BI Verlag. 1993.
G. Weiss. Learning to coordinate actions in multi-agent systems. In
Proceedings of the 13th International Joint Conference on Artificial
Intelligence (IJCAI, Vol. 1, pp. 311–316). Morgan Kaufmann Publ. 1993.
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