Tomasz P. Michalak

Most-cited papers

Hiding individuals and communities in a social network
Marcin Waniek, Tomasz P. Michalak, M. Wooldridge, Talal Rahwan
2016Nature Human Behaviour308 citations Open access
Semantic Scholar
Efficient Computation of the Shapley Value for Game-Theoretic Network Centrality
Tomasz P. Michalak, Aadithya V. Karthik, Piotr L. Szczepanski, Balaraman Ravindran +1 more
2014Journal of Artificial Intelligence Research210 citations Open access
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Coalition structure generation: A survey
Talal Rahwan, Tomasz P. Michalak, M. Wooldridge, N. Jennings
2015Artificial Intelligence205 citations Open access
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A hybrid exact algorithm for complete set partitioning
Tomasz P. Michalak, Talal Rahwan, Edith Elkind, M. Wooldridge +1 more
2016Artificial Intelligence70 citations Open access
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Attacking Similarity-Based Link Prediction in Social Networks
Kai Zhou, Tomasz P. Michalak, Marcin Waniek, Talal Rahwan +1 more
2018Adaptive Agents and Multi-Agent Systems59 citations Open access
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Using the Shapley Value to Analyze Algorithm Portfolios
A. Fréchette, Lars Kotthoff, Tomasz P. Michalak, Talal Rahwan +2 more
2016AAAI Conference on Artificial Intelligence42 citations Open access
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Algorithms for the shapley and myerson values in graph-restricted games
Oskar Skibski, Tomasz P. Michalak, Talal Rahwan, M. Wooldridge
2014Adaptive Agents and Multi-Agent Systems41 citations
Semantic Scholar
Federated deep learning for smart city edge-based applications
Youcef Djenouri, Tomasz P. Michalak, Chun-Wei Lin
2023Future generations computer systems39 citations
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Efficient algorithms for game-theoretic betweenness centrality
Piotr L. Szczepanski, Tomasz P. Michalak, Talal Rahwan
2016Artificial Intelligence36 citations Open access
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Adversarial Robustness of Similarity-Based Link Prediction
Kai Zhou, Tomasz P. Michalak, Yevgeniy Vorobeychik
2019Industrial Conference on Data Mining35 citations Open access
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Axiomatic Characterization of Game-Theoretic Centrality
Oskar Skibski, Tomasz P. Michalak, Talal Rahwan
2018Journal of Artificial Intelligence Research35 citations Open access
Semantic Scholar
Attachment centrality: Measure for connectivity in networks
Oskar Skibski, Talal Rahwan, Tomasz P. Michalak, M. Yokoo
2019Artificial Intelligence34 citations Open access
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Online Prediction via Continuous Artificial Prediction Markets
Fatemeh Jahedpari, Talal Rahwan, S. Hashemi, Tomasz P. Michalak +3 more
2017IEEE Intelligent Systems33 citations Open access
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Deep Learning Versus Traditional Solutions for Group Trajectory Outliers
Asma Belhadi, Youcef Djenouri, D. Djenouri, Tomasz P. Michalak +1 more
2020IEEE Transactions on Cybernetics29 citations Open access
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Defeating Terrorist Networks with Game Theory
Tomasz P. Michalak, Talal Rahwan, Oskar Skibski, M. Wooldridge
2015IEEE Intelligent Systems29 citations
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How to Hide One’s Relationships from Link Prediction Algorithms
Marcin Waniek, Kai Zhou, Yevgeniy Vorobeychik, E. Moro +2 more
2019Scientific Reports28 citations Open access
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Virological characteristics of occult hepatitis B virus in a North American cohort of human immunodeficiency virus type 1-positive patients on dual active anti-HBV/HIV therapy.
C. Coffin, P. M. Mulrooney-Cousins, C. Osiowy, F. van der Meer +4 more
2014Journal of Clinical Virology28 citations
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On the Construction of Covert Networks
Marcin Waniek, Tomasz P. Michalak, Talal Rahwan, M. Wooldridge
2017Adaptive Agents and Multi-Agent Systems27 citations
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Closeness Centrality for Networks with Overlapping Community Structure
M. Tarkowski, Piotr L. Szczepanski, Talal Rahwan, Tomasz P. Michalak +1 more
2016AAAI Conference on Artificial Intelligence23 citations Open access
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Efficient Computation of Semivalues for Game-Theoretic Network Centrality
Piotr L. Szczepanski, M. Tarkowski, Tomasz P. Michalak, Paul Harrenstein +1 more
2015AAAI Conference on Artificial Intelligence23 citations Open access
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The Game-Theoretic Interaction Index on Social Networks with Applications to Link Prediction and Community Detection
Piotr L. Szczepanski, A. Barcz, Tomasz P. Michalak, Talal Rahwan
2015International Joint Conference on Artificial Intelligence23 citations
Semantic Scholar
Matchings with externalities and attitudes
Simina Brânzei, Tomasz P. Michalak, Talal Rahwan, K. Larson +1 more
2013Adaptive Agents and Multi-Agent Systems23 citations Open access
Semantic Scholar
Improved feature importance computation for tree models based on the Banzhaf value
Adam Karczmarz, Tomasz P. Michalak, Anish Mukherjee, P. Sankowski +1 more
2022Conference on Uncertainty in Artificial Intelligence22 citations
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Game-theoretic Network Centrality: A Review
M. Tarkowski, Tomasz P. Michalak, Talal Rahwan, M. Wooldridge
2017arXiv.org21 citations
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Strategic Social Network Analysis
Tomasz P. Michalak, Talal Rahwan, M. Wooldridge
2017AAAI Conference on Artificial Intelligence20 citations Open access
Semantic Scholar
Enumerating Connected Subgraphs and Computing the Myerson and Shapley Values in Graph-Restricted Games
Oskar Skibski, Talal Rahwan, Tomasz P. Michalak, M. Wooldridge
2019ACM Transactions on Intelligent Systems and Technology19 citations Open access
Semantic Scholar
The Stochastic Shapley Value for coalitional games with externalities
Oskar Skibski, Tomasz P. Michalak, M. Wooldridge
2017Games Econ. Behav.19 citations Open access
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Attachment Centrality: An Axiomatic Approach to Connectivity in Networks
Oskar Skibski, Talal Rahwan, Tomasz P. Michalak, M. Yokoo
2016Adaptive Agents and Multi-Agent Systems18 citations
Semantic Scholar
A Shapley Value-based Approach to Determine Gatekeepers in Social Networks with Applications
Ramasuri Narayanam, Oskar Skibski, Hemank Lamba, Tomasz P. Michalak
2014European Conference on Artificial Intelligence18 citations Open access
Semantic Scholar
A Centrality Measure for Networks With Community Structure Based on a Generalization of the Owen Value
Piotr L. Szczepanski, Tomasz P. Michalak, M. Wooldridge
2014European Conference on Artificial Intelligence17 citations Open access
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Machine Learning for Identifying Group Trajectory Outliers
Asma Belhadi, Youcef Djenouri, D. Djenouri, Tomasz P. Michalak +1 more
2021ACM Transactions on Management Information Systems16 citations Open access
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Coalition structure generation with the graphics processing unit
Krzysztof Pawlowski, Karol Kurach, Kim Svensson, S. Ramchurn +2 more
2014Adaptive Agents and Multi-Agent Systems15 citations
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Hepatitis C virus load and expression of a unique subset of cellular genes in circulating lymphoid cells differentiate non‐responders from responders to pegylated interferon alpha–ribavirin treatment
T. Pham, D. Lin, P. M. Mulrooney-Cousins, N. D. Churchill +9 more
2013Journal of Medical Virology15 citations
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Axiomatic Characterization of Game-Theoretic Network Centralities
Oskar Skibski, Tomasz P. Michalak, Talal Rahwan
2017AAAI Conference on Artificial Intelligence14 citations Open access
Semantic Scholar
Multiagent Model-based Credit Assignment for Continuous Control
Dongge Han, Chris Xiaoxuan Lu, Tomasz P. Michalak, M. Wooldridge
2021Adaptive Agents and Multi-Agent Systems13 citations
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The Manipulability of Centrality Measures-An Axiomatic Approach
Tomasz Wąs, Marcin Waniek, Talal Rahwan, Tomasz P. Michalak
2020Adaptive Agents and Multi-Agent Systems13 citations
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Attack Tolerance of Link Prediction Algorithms: How to Hide Your Relations in a Social Network
Marcin Waniek, Kai Zhou, Yevgeniy Vorobeychik, E. Moro +2 more
2018arXiv.org13 citations
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Implementation and Computation of a Value for Generalized Characteristic Function Games
Tomasz P. Michalak, Piotr L. Szczepanski, Talal Rahwan, Agata Chrobak +3 more
2014TEAC13 citations Open access
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Hiding in Multilayer Networks
Marcin Waniek, Tomasz P. Michalak, Talal Rahwan
2019AAAI Conference on Artificial Intelligence12 citations Open access
Semantic Scholar
A Pseudo-Polynomial Algorithm for Computing Power Indices in Graph-Restricted Weighted Voting Games
Oskar Skibski, Tomasz P. Michalak, Y. Sakurai, M. Yokoo
2015International Joint Conference on Artificial Intelligence12 citations
Semantic Scholar
Graph Anomaly Detection at Group Level: A Topology Pattern Enhanced Unsupervised Approach
Xing Ai, Jialong Zhou, Yulin Zhu, Gao-Lei Li +3 more
2023IEEE International Conference on Data Engineering10 citations Open access
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Attacking Similarity-Based Sign Prediction
M. Godziszewski, Tomasz P. Michalak, Marcin Waniek, Talal Rahwan +2 more
2021Industrial Conference on Data Mining10 citations
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Strategic Evasion of Centrality Measures
Marcin Waniek, Jan Wo'znica, Kai Zhou, Yevgeniy Vorobeychik +2 more
2021Adaptive Agents and Multi-Agent Systems10 citations
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Quantifying Algorithmic Improvements over Time
Lars Kotthoff, A. Fréchette, Tomasz P. Michalak, Talal Rahwan +2 more
2018International Joint Conference on Artificial Intelligence10 citations Open access
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Rare occurrence of occult hepatitis C virus in apparently uninfected injecting drug users: a two‐centre, masked, case–control study
P. Sugden, T. Pham, S. Ratnarajah, B. Cameron +4 more
2013Journal of Viral Hepatitis10 citations
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Coalitional Games via Network Flows
Talal Rahwan, Tri-Dung Nguyen, Tomasz P. Michalak, M. Polukarov +2 more
2013International Joint Conference on Artificial Intelligence10 citations
Semantic Scholar
How Members of Covert Networks Conceal the Identities of Their Leaders
Marcin Waniek, Tomasz P. Michalak, M. Wooldridge, Talal Rahwan
2021ACM Transactions on Intelligent Systems and Technology9 citations Open access
Semantic Scholar
A new approach to measure social capital using game-theoretic techniques
Tomasz P. Michalak, Talal Rahwan, Stefano Moretti, Ramasuri Narayanam +3 more
2015SeCO Workshops9 citations Open access
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Hiding From Centrality Measures: A Stackelberg Game Perspective
Marcin Waniek, Jan Woźnica, Kai Zhou, Yevgeniy Vorobeychik +2 more
2023IEEE Transactions on Knowledge and Data Engineering8 citations Open access
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Measuring power in coalitional games with friends, enemies and allies
Oskar Skibski, Takamasa Suzuki, Tomasz Grabowski, Y. Sakurai +2 more
2022Artificial Intelligence8 citations Open access
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