Tomasz P. Michalak

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 72

Top Venues

Publications

Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Gautam Srivastava
A Federated Convolution Transformer for Fake News Detection. IEEE Trans. Big Data 10 (3) (2024)
Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Asma Belhadi, Gautam Srivastava
Enhancing smart road safety with federated learning for Near Crash Detection to advance the development of the Internet of Vehicles. Eng. Appl. Artif. Intell. 133 (2024)
Xing Ai, Jialong Zhou, Yulin Zhu, Gaolei Li, Tomasz P. Michalak, Xiapu Luo, Kai Zhou
Graph Anomaly Detection at Group Level: A Topology Pattern Enhanced Unsupervised Approach. ICDE (2024)
Yulin Zhu, Tomasz P. Michalak, Xiapu Luo, Xiaoge Zhang, Kai Zhou
Toward Secrecy-Aware Attacks Against Trust Prediction in Signed Social Networks. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Michal Tomasz Godziszewski, Marcin Waniek, Yulin Zhu, Kai Zhou, Talal Rahwan, Tomasz P. Michalak
Adversarial analysis of similarity-based sign prediction. Artif. Intell. 335 (2024)
Yuni Lai, Marcin Waniek, Yulin Zhu, Liying Li, Jingwen Wu, Tomasz P. Michalak, Talal Rahwan, Kai Zhou
Dual-Space Attacks against Random-Walk-based Anomaly Detection. CoRR (2023)
Youcef Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
Federated deep learning for smart city edge-based applications. Future Gener. Comput. Syst. 147 (2023)
Andrzej Nagórko, Pawel Ciosmak, Tomasz P. Michalak
Two-phase Attacks in Security Games. UAI (2023)
Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Anis Yazidi
Shapley Deep Learning: A Consensus for General-Purpose Vision Systems. ICCV (Workshops) (2023)
Michal Tomasz Godziszewski, Yevgeniy Vorobeychik, Tomasz P. Michalak
Adversarial Link Prediction in Spatial Networks. AAMAS (2023)
Xing Ai, Jialong Zhou, Yulin Zhu, Gaolei Li, Tomasz P. Michalak, Xiapu Luo, Kai Zhou
Graph Anomaly Detection at Group Level: A Topology Pattern Enhanced Unsupervised Approach. CoRR (2023)
Andrzej Nagórko, Pawel Ciosmak, Tomasz P. Michalak
Two-phase Security Games. AAMAS (2023)
Marcin Waniek, Jan Woznica, Kai Zhou, Yevgeniy Vorobeychik, Tomasz P. Michalak, Talal Rahwan
Hiding From Centrality Measures: A Stackelberg Game Perspective. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Oskar Skibski, Takamasa Suzuki, Tomasz Grabowski, Yuko Sakurai, Tomasz P. Michalak, Makoto Yokoo
Measuring power in coalitional games with friends, enemies and allies. Artif. Intell. 313 (2022)
Adam Karczmarz, Tomasz P. Michalak, Anish Mukherjee, Piotr Sankowski, Piotr Wygocki
Improved feature importance computation for tree models based on the Banzhaf value. UAI (2022)
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
Deep Learning Versus Traditional Solutions for Group Trajectory Outliers. IEEE Trans. Cybern. 52 (6) (2022)
Yulin Zhu, Tomasz P. Michalak, Xiapu Luo, Kai Zhou
Towards Secrecy-Aware Attacks Against Trust Prediction in Signed Graphs. CoRR (2022)
Dongge Han, Chris Xiaoxuan Lu, Tomasz P. Michalak, Michael J. Wooldridge
Multiagent Model-based Credit Assignment for Continuous Control. AAMAS (2022)
Marcin Waniek, Tomasz P. Michalak, Michael J. Wooldridge, Talal Rahwan
How Members of Covert Networks Conceal the Identities of Their Leaders. ACM Trans. Intell. Syst. Technol. 13 (1) (2022)
Marcin Waniek, Jan Woznica, Kai Zhou, Yevgeniy Vorobeychik, Talal Rahwan, Tomasz P. Michalak
Strategic Evasion of Centrality Measures. CoRR (2021)
Marcin Waniek, Jan Woznica, Kai Zhou, Yevgeniy Vorobeychik, Talal Rahwan, Tomasz P. Michalak
Strategic Evasion of Centrality Measures. AAMAS (2021)
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
Machine Learning for Identifying Group Trajectory Outliers. ACM Trans. Manag. Inf. Syst. 12 (2) (2021)
Dongge Han, Chris Xiaoxuan Lu, Tomasz P. Michalak, Michael J. Wooldridge
Multiagent Model-based Credit Assignment for Continuous Control. CoRR (2021)
Michal Tomasz Godziszewski, Tomasz P. Michalak, Marcin Waniek, Talal Rahwan, Kai Zhou, Yulin Zhu
Attacking Similarity-Based Sign Prediction. ICDM (2021)
Oskar Skibski, Tomasz P. Michalak
Fair division in the presence of externalities. Int. J. Game Theory 49 (1) (2020)
Marcin Waniek, Tomasz P. Michalak, Aamena Alshamsi
Strategic Attack & Defense in Security Diffusion Games. ACM Trans. Intell. Syst. Technol. 11 (1) (2020)
Marcin Waniek, Tomasz P. Michalak, Talal Rahwan
Hiding in Multilayer Networks. AAAI (2020)
Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, Michael J. Wooldridge, Makoto Yokoo
Partition decision trees: representation for efficient computation of the Shapley value extended to games with externalities. Auton. Agents Multi Agent Syst. 34 (1) (2020)
Tomasz Was, Marcin Waniek, Talal Rahwan, Tomasz P. Michalak
The Manipulability of Centrality Measures-An Axiomatic Approach. AAMAS (2020)
Oskar Skibski, Takamasa Suzuki, Tomasz Grabowski, Tomasz P. Michalak, Makoto Yokoo
Signed Graph Games: Coalitional Games with Friends, Enemies and Allies. AAMAS (2020)
Mateusz Krzysztof Tarkowski, Szymon Matejczyk, Tomasz P. Michalak, Michael J. Wooldridge
Monte Carlo Techniques for Approximating the Myerson Value - Theoretical and Empirical Analysis. CoRR (2020)
Youcef Djenouri, Djamel Djenouri, Zineb Habbas, Jerry Chun-Wei Lin, Tomasz P. Michalak, Alberto Cano
When the Decomposition Meets the Constraint Satisfaction Problem. IEEE Access 8 (2020)
Kai Zhou, Tomasz P. Michalak, Yevgeniy Vorobeychik
Adversarial Robustness of Similarity-Based Link Prediction. ICDM (2019)
Oskar Skibski, Talal Rahwan, Tomasz P. Michalak, Michael J. Wooldridge
Enumerating Connected Subgraphs and Computing the Myerson and Shapley Values in Graph-Restricted Games. ACM Trans. Intell. Syst. Technol. 10 (2) (2019)
Kai Zhou, Tomasz P. Michalak, Marcin Waniek, Talal Rahwan, Yevgeniy Vorobeychik
Attacking Similarity-Based Link Prediction in Social Networks. AAMAS (2019)
Bedoor K. AlShebli, Tomasz P. Michalak, Oskar Skibski, Michael J. Wooldridge, Talal Rahwan
A Measure of Added Value in Groups. ACM Trans. Auton. Adapt. Syst. 13 (4) (2019)
Marcin Waniek, Tomasz P. Michalak, Talal Rahwan
Hiding in Multilayer Networks. CoRR (2019)
Mateusz Krzysztof Tarkowski, Tomasz P. Michalak, Michael J. Wooldridge
A Game-Theoretic Algorithm for Link Prediction. CoRR (2019)
Kai Zhou, Tomasz P. Michalak, Yevgeniy Vorobeychik
Adversarial Robustness of Similarity-Based Link Prediction. CoRR (2019)
Oskar Skibski, Talal Rahwan, Tomasz P. Michalak, Makoto Yokoo
Attachment centrality: Measure for connectivity in networks. Artif. Intell. 274 (2019)
Marcin Waniek, Tomasz P. Michalak, Aamena Alshamsi
Security Diffusion Games. CoRR (2018)
Marcin Waniek, Kai Zhou, Yevgeniy Vorobeychik, Esteban Moro, Tomasz P. Michalak, Talal Rahwan
Attack Tolerance of Link Prediction Algorithms: How to Hide Your Relations in a Social Network. CoRR (2018)
Oskar Skibski, Tomasz P. Michalak, Talal Rahwan
Axiomatic Characterization of Game-Theoretic Centrality. J. Artif. Intell. Res. 62 (2018)
Oskar Skibski, Tomasz P. Michalak, Michael J. Wooldridge
The Stochastic Shapley Value for coalitional games with externalities. Games Econ. Behav. 108 (2018)
Mateusz Krzysztof Tarkowski, Tomasz P. Michalak, Talal Rahwan, Michael J. Wooldridge
Game-theoretic Network Centrality: A Review. CoRR (2018)
Mateusz Krzysztof Tarkowski, Piotr L. Szczepanski, Tomasz P. Michalak, Paul Harrenstein, Michael J. Wooldridge
Efficient Computation of Semivalues for Game-Theoretic Network Centrality. J. Artif. Intell. Res. 63 (2018)
Kai Zhou, Tomasz P. Michalak, Talal Rahwan, Marcin Waniek, Yevgeniy Vorobeychik
Adversarial Link Prediction in Social Networks. CoRR (2018)
Lars Kotthoff, Alexandre Fréchette, Tomasz P. Michalak, Talal Rahwan, Holger H. Hoos, Kevin Leyton-Brown
Quantifying Algorithmic Improvements over Time. IJCAI (2018)
Marcin Waniek, Long Tran-Thanh, Tomasz P. Michalak, Nicholas R. Jennings
The Dollar Auction with Spiteful Players. AAAI (2017)
Marcin Waniek, Tomasz P. Michalak, Talal Rahwan, Michael J. Wooldridge
On the Construction of Covert Networks. AAMAS (2017)
Tomasz P. Michalak, Talal Rahwan, Michael J. Wooldridge
Strategic Social Network Analysis. AAAI (2017)
Tomasz P. Michalak, Michael J. Wooldridge
AI and Economics. IEEE Intell. Syst. 32 (1) (2017)
Fatemeh Jahedpari, Talal Rahwan, Sattar Hashemi, Tomasz P. Michalak, Marina De Vos, Julian A. Padget, Wei Lee Woon
Online Prediction via Continuous Artificial Prediction Markets. IEEE Intell. Syst. 32 (1) (2017)
Oskar Skibski, Tomasz P. Michalak, Talal Rahwan
Axiomatic Characterization of Game-Theoretic Network Centralities. AAAI (2017)
Alexandre Fréchette, Lars Kotthoff, Tomasz P. Michalak, Talal Rahwan, Holger H. Hoos, Kevin Leyton-Brown
Using the Shapley Value to Analyze Algorithm Portfolios. AAAI (2016)
Piotr L. Szczepanski, Tomasz P. Michalak, Talal Rahwan
Efficient algorithms for game-theoretic betweenness centrality. Artif. Intell. 231 (2016)
Shaheen Fatima, Tomasz P. Michalak, Michael J. Wooldridge
Power and welfare in bargaining for coalition structure formation. Auton. Agents Multi Agent Syst. 30 (5) (2016)
Marcin Waniek, Tomasz P. Michalak, Talal Rahwan, Michael J. Wooldridge
Hiding Individuals and Communities in a Social Network. CoRR (2016)
Tomasz P. Michalak, Talal Rahwan, Edith Elkind, Michael J. Wooldridge, Nicholas R. Jennings
A hybrid exact algorithm for complete set partitioning. Artif. Intell. 230 (2016)
Oskar Skibski, Szymon Matejczyk, Tomasz P. Michalak, Michael J. Wooldridge, Makoto Yokoo
k-Coalitional Cooperative Games. AAMAS (2016)
Marcin Waniek, Long Tran-Thanh, Tomasz P. Michalak
Repeated Dollar Auctions: A Multi-Armed Bandit Approach. AAMAS (2016)
Piotr L. Szczepanski, Tomasz P. Michalak, Talal Rahwan, Michael J. Wooldridge
An Extension of the Owen-Value Interaction Index and Its Application to Inter-Links Prediction. ECAI (2016)
Oskar Skibski, Henryk Michalewski, Andrzej Nagórko, Tomasz P. Michalak, Andrew James Dowell, Talal Rahwan, Michael J. Wooldridge
Non-Utilitarian Coalition Structure Generation. ECAI (2016)
Mateusz Krzysztof Tarkowski, Piotr L. Szczepanski, Talal Rahwan, Tomasz P. Michalak, Michael J. Wooldridge
Closeness Centrality for Networks with Overlapping Community Structure. AAAI (2016)
Oskar Skibski, Talal Rahwan, Tomasz P. Michalak, Makoto Yokoo
Attachment Centrality: An Axiomatic Approach to Connectivity in Networks. AAMAS (2016)
Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, Makoto Yokoo
A Pseudo-Polynomial Algorithm for Computing Power Indices in Graph-Restricted Weighted Voting Games. IJCAI (2015)
Tomasz P. Michalak, Talal Rahwan, Stefano Moretti, Ramasuri Narayanam, Oskar Skibski, Piotr L. Szczepanski, Michael J. Wooldridge
A new approach to measure social capital using game-theoretic techniques. SIGecom Exch. 14 (1) (2015)
Marcin Waniek, Agata Niescieruk, Tomasz P. Michalak, Talal Rahwan
Spiteful Bidding in the Dollar Auction. IJCAI (2015)
Talal Rahwan, Tomasz P. Michalak, Michael J. Wooldridge, Nicholas R. Jennings
Coalition structure generation: A survey. Artif. Intell. 229 (2015)
Marcin Waniek, Agata Niescieruk, Tomasz P. Michalak, Talal Rahwan
Spiteful Bidding in the Dollar Auction. AAMAS (2015)
Tomasz P. Michalak, Talal Rahwan, Oskar Skibski, Michael J. Wooldridge
Defeating Terrorist Networks with Game Theory. IEEE Intell. Syst. 30 (1) (2015)
Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, Michael J. Wooldridge, Makoto Yokoo
A Graphical Representation for Games in Partition Function Form. AAAI (2015)
Oskar Skibski, Tomasz P. Michalak, Talal Rahwan, Michael J. Wooldridge
Algorithms for the shapley and myerson values in graph-restricted games. AAMAS (2014)
Shaheen Fatima, Tomasz P. Michalak, Michael J. Wooldridge
Power and welfare in noncooperative bargaining for coalition structure formation. AAMAS (2014)
Kamil Adamczewski, Szymon Matejczyk, Tomasz P. Michalak
How good is the Shapley value-based approach to the influence maximization problem? CoRR (2014)
Piotr L. Szczepanski, Tomasz P. Michalak, Michael J. Wooldridge
A Centrality Measure for Networks With Community Structure Based on a Generalization of the Owen Value. ECAI (2014)
Talal Rahwan, Tomasz P. Michalak, Michael J. Wooldridge
A Measure of Synergy in Coalitions. CoRR (2014)
Krzysztof Pawlowski, Karol Kurach, Kim Svensson, Sarvapali D. Ramchurn, Tomasz P. Michalak, Talal Rahwan
Coalition structure generation with the graphics processing unit. AAMAS (2014)
Talal Rahwan, Tomasz P. Michalak
Coalition Structure Generation on Graphs. CoRR (2014)
Kamil Adamczewski, Szymon Matejczyk, Tomasz P. Michalak
How good is the Shapley value-based approach to the influence maximization problem? ECAI (2014)
Ramasuri Narayanam, Oskar Skibski, Hemank Lamba, Tomasz P. Michalak
A Shapley Value-based Approach to Determine Gatekeepers in Social Networks with Applications. ECAI (2014)
Tomasz P. Michalak, Piotr L. Szczepanski, Talal Rahwan, Agata Chrobak, Simina Brânzei, Michael J. Wooldridge, Nicholas R. Jennings
Implementation and Computation of a Value for Generalized Characteristic Function Games. ACM Trans. Economics and Comput. 2 (4) (2014)
Talal Rahwan, Victor Naroditskiy, Tomasz P. Michalak, Michael J. Wooldridge, Nicholas R. Jennings
Towards a Fair Allocation of Rewards in Multi-Level Marketing. CoRR (2014)
S. Shaheen Fatima, Tomasz P. Michalak, Michael J. Wooldridge
Bargaining for Coalition Structure Formation. ECAI (2014)
Oskar Skibski, Tomasz P. Michalak, Michael J. Wooldridge
The Shapley Axiomatization for Values in Partition Function Games. CoRR (2013)
Simina Brânzei, Tomasz P. Michalak, Talal Rahwan, Kate Larson, Nicholas R. Jennings
Matchings with externalities and attitudes. AAMAS (2013)
Tomasz P. Michalak, Talal Rahwan, Piotr L. Szczepanski, Oskar Skibski, Ramasuri Narayanam, Nicholas R. Jennings, Michael J. Wooldridge
Computational Analysis of Connectivity Games with Applications to the Investigation of Terrorist Networks. IJCAI (2013)
Talal Rahwan, Tri-Dung Nguyen, Tomasz P. Michalak, Maria Polukarov, Madalina Croitoru, Nicholas R. Jennings
Coalitional Games via Network Flows. IJCAI (2013)
Tomasz P. Michalak, Aadithya V. Karthik, Piotr L. Szczepanski, Balaraman Ravindran, Nicholas R. Jennings
Efficient Computation of the Shapley Value for Game-Theoretic Network Centrality. J. Artif. Intell. Res. 46 (2013)
Talal Rahwan, Tomasz P. Michalak, Nicholas R. Jennings
A Hybrid Algorithm for Coalition Structure Generation. AAAI (2012)
Simina Brânzei, Tomasz P. Michalak, Talal Rahwan, Kate Larson, Nicholas R. Jennings
Matching Games with Additive Externalities CoRR (2012)
Talal Rahwan, Tomasz P. Michalak, Michael J. Wooldridge, Nicholas R. Jennings
Anytime coalition structure generation in multi-agent systems with positive or negative externalities. Artif. Intell. 186 (2012)
Piotr L. Szczepanski, Tomasz P. Michalak, Talal Rahwan
A new approach to betweenness centrality based on the Shapley Value. AAMAS (2012)
Talal Rahwan, Tomasz P. Michalak, Nicholas R. Jennings
Minimum Search to Establish Worst-Case Guarantees in Coalition Structure Generation. IJCAI (2011)
Patrick Doherty, Tomasz P. Michalak, Jacek Sroka, Andrzej Szalas
Contextual Coalitional Games. ICLA (2011)
Talal Rahwan, Tomasz P. Michalak, Edith Elkind, Piotr Faliszewski, Jacek Sroka, Michael J. Wooldridge, Nicholas R. Jennings
Constrained Coalition Formation. AAAI (2011)
Aadithya V. Karthik, Tomasz P. Michalak, Nicholas R. Jennings
Representation of coalitional games with algebraic decision diagrams. AAMAS (2011)
Aadithya V. Karthik, Balaraman Ravindran, Tomasz P. Michalak, Nicholas R. Jennings
Efficient Computation of the Shapley Value for Centrality in Networks. WINE (2010)
Tomasz P. Michalak, Talal Rahwan, Dorota Marciniak, Marcin Szamotulski, Nicholas R. Jennings
Computational Aspects of Extending the Shapley Value to Coalitional Games with Externalities. ECAI (2010)
Piotr Krysta, Tomasz P. Michalak, Tuomas Sandholm, Michael J. Wooldridge
Combinatorial auctions with externalities. AAMAS (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tomasz P. Michalak