Gerhard Weiss

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 34

Top Topics

Automated Negotiation

Evolutionary Game

Biologically Inspired

Reinforcement Learning

Top Venues

Intell. Data Anal.

Publications

Morris Stallmann, Anna Wilbik, Gerhard Weiss
Towards Unsupervised Sudden Data Drift Detection in Federated Learning with Fuzzy Clustering. FUZZ (2024)
Siqi Chen, Jianing Zhao, Kai Zhao, Gerhard Weiss, Fengyun Zhang, Ran Su, Yang Dong, Daqian Li, Kaiyou Lei
ANOTO: Improving Automated Negotiation via Offline-to-Online Reinforcement Learning. AAMAS (2024)
Siqi Chen, Jianing Zhao, Gerhard Weiss, Ran Su, Kaiyou Lei
An effective negotiating agent framework based on deep offline reinforcement learning. UAI (2023)
Siqi Chen, Tianpei Yang, Heng You, Jianing Zhao, Jianye Hao, Gerhard Weiss
Transfer Reinforcement Learning Based Negotiating Agent Framework. PAKDD (2) (2023)
Milad Allahgholi, Hossein Rahmani, Delaram Javdani, Zahra Sadeghi-Adl, Andreas Bender, Dezsö Módos, Gerhard Weiss
DDREL: From drug-drug relationships to drug repurposing. Intell. Data Anal. 26 (1) (2022)
Vladislav Kolev, Gerhard Weiss, Gerasimos Spanakis
FOREAL: RoBERTa Model for Fake News Detection based on Emotions. ICAART (2) (2022)
Tonio Weidler, Julian Lehnen, Quinton Denman, Dávid Sebok, Gerhard Weiss, Kurt Driessens, Mario Senden
Biologically Inspired Semantic Lateral Connectivity for Convolutional Neural Networks. CoRR (2021)
Andreea Grigoriu, Amrapali Zaveri, Gerhard Weiss, Michel Dumontier
SIENA: Semi-automatic semantic enhancement of datasets using concept recognition. J. Biomed. Semant. 12 (1) (2021)
Paria Golshanrad, Hossein Rahmani, Banafsheh Karimian, Fatemeh Karimkhani, Gerhard Weiss
MEGA: Predicting the best classifier combination using meta-learning and a genetic algorithm. Intell. Data Anal. 25 (6) (2021)
Adam Vandor, Marie van Vollenhoven, Gerhard Weiss, Gerasimos Spanakis
Can We Detect Harmony in Artistic Compositions? A Machine Learning Approach. ICAART (2) (2021)
Esam Ghaleb, André Mertens, Stylianos Asteriadis, Gerhard Weiss
Skeleton-Based Explainable Bodily Expressed Emotion Recognition Through Graph Convolutional Networks. FG (2021)
Delaram Javdani, Hossein Rahmani, Gerhard Weiss
SeMBlock: A semantic-aware meta-blocking approach for entity resolution. Intell. Decis. Technol. 15 (3) (2021)
Adam Vandor, Marie van Vollenhoven, Gerhard Weiss, Gerasimos Spanakis
Can we detect harmony in artistic compositions? A machine learning approach. CoRR (2020)
Milad Allahgholi, Hossein Rahmani, Delaram Javdani, Gerhard Weiss, Dezsö Módos
ADDI: Recommending alternatives for drug-drug interactions with negative health effects. Comput. Biol. Medicine 125 (2020)
Marion Meyers, Gerhard Weiss, Gerasimos Spanakis
Fake News Detection on Twitter Using Propagation Structures. MISDOOM (2020)
Dimitrios Rafailidis, Gerhard Weiss
A Neural Attention Model for Adaptive Learning of Social Friends' Preferences. CoRR (2019)
Dimitrios Rafailidis, Gerhard Weiss
Adaptive Deep Learning of Cross-Domain Loss in Collaborative Filtering. CoRR (2019)
Bijan Ranjbar Sahraei, Hossein Rahmani, Gerhard Weiss, Karl Tuyls
Distant supervision of relation extraction in sparse data. Intell. Data Anal. 23 (5) (2019)
Siqi Chen, Yonghao Cui, Cong Shang, Jianye Hao, Gerhard Weiss
ONECG: Online Negotiation Environment for Coalitional Games. AAMAS (2019)
Fabian Schmitt, Seethu M. Christopher, Kirill Tumanov, Gerhard Weiss, Rico Möckel
Evaluating the Adoption of the Physical Board Game Ludo for Automated Assessments of Cognitive Abilities. JCSG (2018)
Esam Ghaleb, Mirela Popa, Enrique Hortal, Stylianos Asteriadis, Gerhard Weiss
Towards Affect Recognition through Interactions with Learning Materials. ICMLA (2018)
Thomas Vrancken, Daniel Tenbrock, Sebastian Reick, Dejan Bozhinovski, Gerhard Weiss, Gerasimos Spanakis
Multi-Agent Parking Place Simulation. PAAMS (2017)
Gerasimos Spanakis, Gerhard Weiss, Bastiaan Boh, Lotte Lemmens, Anne Roefs
Machine learning techniques in eating behavior e-coaching - Balancing between generalization and personalization. Pers. Ubiquitous Comput. 21 (4) (2017)
Bijan Ranjbar Sahraei, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss
On the prevalence of hierarchies in social networks. Soc. Netw. Anal. Min. 6 (1) (2016)
Gerasimos Spanakis, Gerhard Weiss
Enhancing Visual Clustering Using Adaptive Moving Self-Organizing Maps (AMSOM). ICAART (Revised Selected Papers) (2016)
Gerasimos Spanakis, Gerhard Weiss
AMSOM: Adaptive Moving Self-organizing Map for Clustering and Visualization. ICAART (2) (2016)
Gerasimos Spanakis, Gerhard Weiss
AMSOM: Adaptive Moving Self-organizing Map for Clustering and Visualization. CoRR (2016)
Gerasimos Spanakis, Gerhard Weiss, Bastiaan Boh, Vincent Kerkhofs, Anne Roefs
Utilizing Longitudinal Data to Build Decision Trees for Profile Building and Predicting Eating Behavior. CENTERIS/ProjMAN/HCist (2016)
Hossein Rahmani, Bijan Ranjbar Sahraei, Gerhard Weiss, Karl Tuyls
Entity resolution in disjoint graphs: An application on genealogical data. Intell. Data Anal. 20 (2) (2016)
Gerasimos Spanakis, Gerhard Weiss, Anne Roefs
Enhancing Classification of Ecological Momentary Assessment Data Using Bagging and Boosting. ICTAI (2016)
Gerasimos Spanakis, Gerhard Weiss, Anne Roefs
Bagged Boosted Trees for Classification of Ecological Momentary Assessment Data. CoRR (2016)
Siqi Chen, Gerhard Weiss, Shuang Zhou
Solving Negotiation Problems Against Unknown Opponents with Wisdom of Crowds. KI (2016)
Gerasimos Spanakis, Gerhard Weiss, Anne Roefs
Bagged Boosted Trees for Classification of Ecological Momentary Assessment Data. ECAI (2016)
Hossein Rahmani, Gerhard Weiss, Oscar Méndez-Lucio, Andreas Bender
ARWAR: A network approach for predicting Adverse Drug Reactions. Comput. Biol. Medicine 68 (2016)
Siqi Chen, Jianye Hao, Gerhard Weiss, Shuang Zhou, Zili Zhang
Toward Efficient Agreements in Real-Time Multilateral Agent-Based Negotiations. ICTAI (2015)
Siqi Chen, Gerhard Weiss
An approach to complex agent-based negotiations via effectively modeling unknown opponents. Expert Syst. Appl. 42 (5) (2015)
Gerasimos Spanakis, Gerhard Weiss, Bastiaan Boh, Anne Roefs
Network Analysis of Ecological Momentary Assessment Data for Monitoring and Understanding Eating Behavior. ICSH (2015)
Kirill Tumanov, Rainer Goebel, Rico Möckel, Bettina Sorger, Gerhard Weiss
fNIRS-based BCI for Robot Control. AAMAS (2015)
Decebal Constantin Mocanu, Haitham Bou-Ammar, Dietwig Lowet, Kurt Driessens, Antonio Liotta, Gerhard Weiss, Karl Tuyls
Factored four way conditional restricted Boltzmann machines for activity recognition. Pattern Recognit. Lett. 66 (2015)
Bijan Ranjbar Sahraei, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss
On the Skewed Degree Distribution of Hierarchical Networks. ASONAM (2015)
Bijan Ranjbar Sahraei, Julia Efremova, Hossein Rahmani, Toon Calders, Karl Tuyls, Gerhard Weiss
HiDER: Query-Driven Entity Resolution for Historical Data. ECML/PKDD (3) (2015)
Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss
Transfer for Automated Negotiation. Künstliche Intell. 28 (1) (2014)
Siqi Chen, Gerhard Weiss
An Intelligent Agent for Bilateral Negotiation with Unknown Opponents in Continuous-Time Domains. ACM Trans. Auton. Adapt. Syst. 9 (3) (2014)
Siqi Chen, Shuang Zhou, Gerhard Weiss, Karl Tuyls
Using Transfer Learning to Model Unknown Opponents in Automated Negotiations. ANAC@AAMAS (2014)
Hossein Rahmani, Bijan Ranjbar Sahraei, Gerhard Weiss, Karl Tuyls
Contextual Entity Resolution Approach for Genealogical Data. LWA (2014)
Daan Bloembergen, Bijan Ranjbar Sahraei, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss
Influencing Social Networks: An Optimal Control Study. ECAI (2014)
Bijan Ranjbar Sahraei, Haitham Bou-Ammar, Daan Bloembergen, Karl Tuyls, Gerhard Weiss
Theory of Cooperation in Complex Social Networks. AAAI (2014)
Bijan Ranjbar Sahraei, Haitham Bou-Ammar, Daan Bloembergen, Karl Tuyls, Gerhard Weiss
Evolution of cooperation in arbitrary complex networks. AAMAS (2014)
Sjriek Alers, Karl Tuyls, Bijan Ranjbar Sahraei, Daniel Claes, Gerhard Weiss
Insect-Inspired Robot Coordination: Foraging and Coverage. ALIFE (2014)
Bijan Ranjbar Sahraei, Dean Bloembergen, Haitham Ammar, Karl Tuyls, Gerhard Weiss
Effects of Evolution on the Emergence of Scale Free Networks. ALIFE (2014)
Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung
Spatial evolutionary game-theoretic perspective on agent-based complex negotiations. ECAI (2014)
Sjriek Alers, Daniel Claes, Karl Tuyls, Gerhard Weiss
Biologically inspired multi-robot foraging. AAMAS (2014)
Haitham Bou-Ammar, Siqi Chen, Karl Tuyls, Gerhard Weiss
Automated Transfer for Reinforcement Learning Tasks. Künstliche Intell. 28 (1) (2014)
Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung
Evaluating Practical Automated Negotiation Based on Spatial Evolutionary Game Theory. KI (2014)
Jianye Hao, Siqi Chen, Gerhard Weiss, Ho-fung Leung, Karl Tuyls
Robustness Analysis of Negotiation Strategies through Multiagent Learning in Repeated Negotiation Games. MATES (2014)
Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss
Conditional Restricted Boltzmann Machines for Negotiations in Highly Competitive and Complex Domains. IJCAI (2013)
Bijan Ranjbar Sahraei, Gerhard Weiss, Karl Tuyls
A macroscopic model for multi-robot stigmergic coverage. AAMAS (2013)
Mohammad Chami, Haitham Bou-Ammar, Holger Voos, Karl Tuyls, Gerhard Weiss
Swarm-based evaluation of nonparametric SysML mechatronics system design. ICM (2013)
Haitham Bou-Ammar, Decebal Constantin Mocanu, Matthew E. Taylor, Kurt Driessens, Karl Tuyls, Gerhard Weiss
Automatically Mapped Transfer between Reinforcement Learning Tasks via Three-Way Restricted Boltzmann Machines. ECML/PKDD (2) (2013)
Sjriek Alers, Bijan Ranjbar Sahraei, Stefan May, Karl Tuyls, Gerhard Weiss
Evaluation of an Experimental Framework for Exploiting Vision in Swarm Robotics. ECAL (2013)
Siqi Chen, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss
Optimizing complex automated negotiation using sparse pseudo-input gaussian processes. AAMAS (2013)
Siqi Chen, Gerhard Weiss
An efficient automated negotiation strategy for complex environments. Eng. Appl. Artif. Intell. 26 (10) (2013)
Bijan Ranjbar Sahraei, Katerina Stankova, Karl Tuyls, Gerhard Weiss
Stackelberg-based Coverage Approach in Nonconvex Environments. ECAL (2013)
Bijan Ranjbar Sahraei, Sjriek Alers, Karl Tuyls, Gerhard Weiss
StiCo in action. AAMAS (2013)
Sjriek Alers, Daniel Claes, Joscha-David Fossel, Daniel Hennes, Karl Tuyls, Gerhard Weiss
How to Win RoboCup@Work? - The Swarmlab@Work Approach Revealed. RoboCup (2013)
Siqi Chen, Gerhard Weiss
A Novel Strategy for Efficient Negotiation in Complex Environments. MATES (2012)
Siqi Chen, Gerhard Weiss
An Efficient and Adaptive Approach to Negotiation in Complex Environments. ECAI (2012)
Bijan Ranjbar Sahraei, Gerhard Weiss, Ali Nakisaee
Stigmergic coverage algorithm for multi-robot systems (demonstration). AAMAS (2012)
Bijan Ranjbar Sahraei, Gerhard Weiss, Ali Nakisaee
A Multi-robot Coverage Approach Based on Stigmergic Communication. MATES (2012)
Karl Tuyls, Gerhard Weiss
Multiagent Learning: Basics, Challenges, and Prospects. AI Mag. 33 (3) (2012)
Longbing Cao, Gerhard Weiss, Philip S. Yu
A brief introduction to agent mining. Auton. Agents Multi Agent Syst. 25 (3) (2012)
Haitham Bou-Ammar, Karl Tuyls, Matthew E. Taylor, Kurt Driessens, Gerhard Weiss
Reinforcement learning transfer via sparse coding. AAMAS (2012)
Sjriek Alers, Daan Bloembergen, Daniel Hennes, Steven de Jong, Michael Kaisers, Nyree Lemmens, Karl Tuyls, Gerhard Weiss
Bee-inspired foraging in an embodied swarm. AAMAS (2011)
Haitham Bou-Ammar, Matthew E. Taylor, Karl Tuyls, Gerhard Weiss
Reinforcement Learning Transfer Using a Sparse Coded Inter-task Mapping. EUMAS (2011)
Georgi I. Nalbantov, Evgueni N. Smirnov, Dilyan I. Nalbantov, Gerhard Weiss, Karl Nienhaus, Manuel Warcholik, Fiona Mavroudis
Image Mining for Intelligent Autonomous Coal Mining. ICDM (Poster and Industry Proceedings) (2010)
Carlos González-Morcillo, Gerhard Weiss, David Vallejo, Luis Jimenez Linares, José Jesús Castro-Schez
A Multiagent Architecture for 3D Rendering Optimization. Appl. Artif. Intell. 24 (4) (2010)
Markus M. Geipel, Gerhard Weiss
A Generic Framework for Argumentation-Based Negotiation. CIA (2007)
Carlos González-Morcillo, Gerhard Weiss, Luis Jiménez, David Vallejo
A Multi-Agent Approach to Distributed Rendering Optimization. AAAI (2007)
Carlos González-Morcillo, Gerhard Weiss, Luis Jiménez, David Vallejo, Javier Albusac
A MultiAgent System for Physically Based Rendering Optimization. CIA (2007)
Gerhard Weiss
Achieving Coordination through Combining Joint Planning and Joint Learning. ECAI (2000)
Gerhard Weiss
Distributed artificial intelligence and machine learning-from coexistence to cooperation. J. Exp. Theor. Artif. Intell. 10 (3) (1998)
Michael N. Huhns, Gerhard Weiss
Guest Editorial. Mach. Learn. 33 (2-3) (1998)
Gerhard Weiss
An action-oriented perspective of learning in classifier systems. J. Exp. Theor. Artif. Intell. 8 (1) (1996)
Gerhard Weiss
Learning to Coordinate Actions in Multi-Agent-Systems. IJCAI (1993)
Gerhard Weiss
Action selection and learning in multi-agent environments Forschungsberichte, TU Munich (1992)
Gerhard Weiss
Collective learning and action coordination Forschungsberichte, TU Munich (1992)
Gerhard Weiss
Action oriented learning in classifier systems Forschungsberichte, TU Munich (1991)
Gerhard Weiss
The action oriented bucket brigade Forschungsberichte, TU Munich (1991)
Gerhard Weiss
Combining neural and evolutionary learning : aspects and approaches Forschungsberichte, TU Munich (1990)
Gerhard Weiss
Artificial neural learning Forschungsberichte, TU Munich (1990)