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Tomasz Michalak

Number of publications: 89

2024

Michał Godziszewski , Marcin Waniek, Yulin Zhu, Kai Zhou, Talal Rahwan, Tomasz Michalak , Adversarial analysis of similarity-based sign prediction, Artificial Intelligence, 335 2024, p. 104173. See in PBN
Yuni Lai, Marcin Waniek, Liying Li, Jingwen Wu, Yulin Zhu, Tomasz Michalak , Talal Rahwan, Kai Zhou, Coupled-Space Attacks Against Random-Walk-Based Anomaly Detection, IEEE Transactions on Information Forensics and Security, 19 2024, p. 9315-9329. See in PBN
Marcin Podhajski, Jan Dubiński, Franziska Boenisch, Adam Dziedzic, Agnieszka Pregowska, Tomasz Michalak , Efficient Model-Stealing Attacks Against Inductive Graph Neural Networks, 27th European Conference on Artificial Intelligence, Santiago de Compostela, Spain, 19 October 2024 - 24 October 2024. See in PBN
Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz 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, Engineering Applications of Artificial Intelligence, 133 2024, p. 108350. See in PBN
Xing Ai, Jialong Zhou, Yulin Zhu, Gaolei Li, Tomasz Michalak , Xiapu Luo, Kai Zhou, Graph Anomaly Detection at Group Level: A Topology Pattern Enhanced Unsupervised Approach, 2024 IEEE 40th International Conference on Data Engineering (ICDE), Utrecht, the Netherlands, 13 May 2024 - 16 July 2024. See in PBN
Asma Belhadi, Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz Michalak , Gautam Srivastava, Shapley visual transformers for image-to-text generation, APPLIED SOFT COMPUTING, 166 2024, p. 112205. See in PBN
Yulin Zhu, Tomasz Michalak , Xiapu Luo, Xiaoge Zhang, Kai Zhou, Toward Secrecy-Aware Attacks Against Trust Prediction in Signed Social Networks, IEEE Transactions on Information Forensics and Security, 19 2024, p. 3567-3580. See in PBN

2023

Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz Michalak , Gautam Srivastava, A Federated Convolution Transformer for Fake News Detection, IEEE Transactions on Big Data, 2023, p. 1-12. See in PBN
Michał Godziszewski, Tomasz Michalak , Yevgeniy Vorobeychik, Adversarial Link Prediction in Spatial Networks, The 22nd International Conference on Autonomous Agents and Multiagent Systems, London, the United Kingdom of Great Britain and Northern Ireland, 29 May 2023 - 2 June 2023. See in PBN
Asimina Mertzani, Jeremy Pitt, Andrzej Nowak, Tomasz Michalak , Expertise, Social Influence, and Knowledge Aggregation in Distributed Information Processing, Artificial Life, 29 (1) 2023, p. 37-65. See in PBN
Youcef Djenouri, Tomasz Michalak , Jerry Chun-Wei Lin, Federated deep learning for smart city edge-based applications, Future Generation Computer Systems, 147 2023, p. 350-359. See in PBN
Marcin Waniek, Jan Woźnica, Kai Zhou, Yevgeniy Vorobeychik, Tomasz Michalak , Talal Rahwan, Hiding From Centrality Measures: A Stackelberg Game Perspective, IEEE Transactions on Knowledge and Data Engineering, 35 (10) 2023, p. 10058-10071. See in PBN
Zeta Avarikioti, Tomasz Lizurej, Tomasz Michalak , Michelle Yeo, Lightning Creation Games, International Conference on Distributed Computing Systems (ICDCS), Hong Kong, China, 18 July 2023 - 21 July 2023. See in PBN
Tomasz Michalak , Michał Godziszewski , Andrzej Nagórko , Ochrona infrastruktury krytycznej z wykorzystaniem teorii gier, technik optymalizacji i algorytmów sztucznej inteligencji, Terroryzm - studia, analizy, prewencja, 4 (4) 2023, p. 13-47. See in PBN
Tomasz Lizurej , Tomasz Michalak , Stefan Dziembowski , On Manipulating Weight Predictions in Signed Weighted Networks, Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Washington, the United States of America, 7 February 2023 - 14 February 2023, 37 (4) 2023, p. 5222-5229. See in PBN
Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz Michalak , Anis Yazidi, Shapley Deep Learning: A Consensus for General-Purpose Vision Systems, 2023 IEEE/CVF International Conference on Computer Vision Workshops, Paris, France, 2 October 2023 - 6 October 2023. See in PBN
Andrzej Nagórko , Paweł Ciosmak, Tomasz Michalak , Two-phase Attacks in Security Games, 2023 Conference on Uncertainty in Artificial Intelligence, Pittsburgh, the United States of America, 1 August 2023 - 3 August 2023. See in PBN
Andrzej Nagórko , Paweł Ciosmak, Tomasz Michalak , Two-phase Security Games, The 22nd International Conference on Autonomous Agents and Multiagent Systems, London, the United Kingdom of Great Britain and Northern Ireland, 29 May 2023 - 2 June 2023. See in PBN

2022

Marcin Waniek, Michael Wooldridge, Talal Rahwan, Tomasz Michalak , How Members of Covert Networks Conceal the Identities of Their Leaders, ACM Transactions on Intelligent Systems and Technology, 13 (1) 2022, p. 1-29. See in PBN
Adam Karczmarz , Tomasz Michalak , Anish Mukherjee, Piotr Sankowski , Piotr Wygocki , Improved feature importance computation for tree models based on the Banzhaf value, Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, Eindhoven, the Netherlands, 2 August 2022 - 4 August 2022, 180 2022. See in PBN
Oskar Skibski , Takamasa Suzuki, Tomasz Grabowski, Yuko Sakurai, Tomasz Michalak , Makoto Yokoo, Measuring power in coalitional games with friends, enemies and allies, Artificial Intelligence, 313 2022, p. 103792, 1-28. See in PBN
Dongge Han, Chris Xiaoxuan, Tomasz Michalak , MIchael Wooldridge, Multiagent Model-based Credit Assignment for Continuous Control, 21st International Conference on Autonomous Agents and Multiagent Systems, Auckland, New Zealand, 11 May 2022 - 13 May 2022. See in PBN

2021

Tomasz Michalak , Michał Godziszewski, Talal Rahwan, Marcin Waniek, Kai Zhou, Yulin Zhu, Attacking Similarity-Based Sign Prediction, IEEE International Conference on Data Mining, Auckland, New Zealand, 7 December 2021 - 10 December 2021. See in PBN
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Tomasz Michalak , Machine Learning for Identifying Group Trajectory Outliers, ACM Transactions on Management Information Systems, 12 (2) 2021, p. 1-25. See in PBN
Marcin Waniek, Jan Woznica, Kai Zhou, Yevgeniy Vorobeychik, Talal Rahwan, Tomasz Michalak , Strategic Evasion of Centrality Measures, 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), London, the United Kingdom of Great Britain and Northern Ireland, 2 May 2021 - 6 May 2021. See in PBN

2020

Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz Michalak , Jerry Chun-Wei Lin, Deep Learning Versus Traditional Solutions for Group Trajectory Outliers, IEEE Transactions on Cybernetics, 2020, p. 1-12. See in PBN
Tomasz Michalak , Oskar Skibski , Fair division in the presence of externalities, International Journal of Game Theory, 49 2020, p. 147–172. See in PBN
Marcin Waniek, Tomasz Michalak , Talal Rahwan, Hiding in Multilayer Networks, 34th AAAI Conference on Artificial Intelligence, Nowy Jork, the United States of America, 7 February 2020 - 12 February 2020, 34 (1) 2020, p. 1021-1028. See in PBN
Oskar Skibski , Tomasz Michalak , Yuko Sakurai, Michael Wooldridge, Makoto Yokoo, Partition decision trees: representation for efficient computation of the Shapley value extended to games with externalities, AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS, 34 2020, p. 11. See in PBN
Tomasz Grabowski, Tomasz Michalak , Oskar Skibski , Takamasa Suzuki, Makoto Yokoo, Signed Graph Games: Coalitional Games with Friends, Enemies and Allies, 19th International Conference on Autonomous Agents and Multi-Agent Systems, Auckland, New Zealand, 9 May 2020 - 13 May 2020. See in PBN
Marcin Waniek, Tomasz Michalak , Aamena Alshamsi, Strategic Attack & Defense in Security Diffusion Games, ACM Transactions on Intelligent Systems and Technology, 11 (1) 2020, p. 1-35. See in PBN
Tomasz Wąs, Marcin Waniek, Talal Rahwan, Tomasz Michalak , The manipulability of centrality measures -an axiomatic approach, 19th International Conference on Autonomous Agents and Multiagent Systems, Auckland, New Zealand, 8 May 2020 - 12 May 2020. See in PBN
Marcin Waniek, Talal Rahwan, Tomasz Michalak , Tomasz Wąs, The Manipulability of Centrality Measures-An Axiomatic Approach, 19th International Conference on Autonomous Agents and Multi-Agent Systems, Auckland, New Zealand, 9 May 2020 - 13 May 2020. See in PBN
Youcef Djenouri, Djamel Djenouri, Zineb Habbas, Jerry Chun-Wei Lin, Alberto Cano, Tomasz Michalak , When the Decomposition Meets the Constraint Satisfaction Problem, IEEE Access, 8 2020, p. 207034-207043. See in PBN

2019

Bedoor K. Alshebli, Tomasz Michalak , Oskar Skibski , Michael Wooldridge, Talal Rahwan, A Measure of Added Value in Groups, ACM Transactions on Autonomous and Adaptive Systems, 13 (4) 2019, p. 18:1-18:46. See in PBN
Kai Zhou, Tomasz Michalak , Yevgeniy Vorobeychik, Adversarial Robustness of Similarity-Based Link Prediction, 19th IEEE International Conference on Data Mining, Beijing, China, 8 November 2019 - 11 November 2019. See in PBN
Oskar Skibski , Talal Rahwan, Tomasz Michalak , Makoto Yokoo, Attachment Centrality: Measure for Connectivity in Networks, Artificial Intelligence, 274 2019, p. 151-179. See in PBN
Kai Zhou, Tomasz Michalak , Marcin Waniek, Talal Rahwan, Yevgeniy Vorobeychik, Attacking Similarity-Based Link Prediction in Social Networks, 18th International Conference on Autonomous Agents and Multiagent Systems, Montreal, Canada, 13 May 2019 - 17 May 2019. See in PBN
Oskar Skibski , Talal Rahwan, Tomasz Michalak , Michael Wooldridge, Enumerating Connected Subgraphs and Computing the Myerson and Shapley Values in Graph-restricted Games, ACM Transactions on Intelligent Systems and Technology, 10 (2) 2019, p. 15:1-25. See in PBN
Marcin Waniek, Kai Zhou, Yevgeniy Vorobeychik, Esteban Moro, Tomasz Michalak , Talal Rahwan, How to Hide One’s Relationships from Link Prediction Algorithms, Scientific Reports, 9 (1) 2019, p. 1-10. See in PBN

2018

Oskar Skibski , Tomasz Michalak , Talal Rahwan, Axiomatic Characterization of Game-Theoretic Centrality, Journal of Artificial Intelligence Research, 62 2018, p. 33-68. See in PBN
Mateusz Tarkowski, Piotr Szczepański, Tomasz Michalak , Paul Harrenstein, Michael Wooldridge, Efficient Computation of Semivalues for Game-Theoretic Network Centrality, Journal of Artificial Intelligence Research, 63 2018, p. 145 - 189. See in PBN
Marcin Waniek, Tomasz Michalak , Michael Wooldridge, Talal Rahwan, Hiding individuals and communities in a social network, Nature Human Behaviour, 2 (2) 2018, p. 139-147. See in PBN
Alexandre Frechette, Holger Hoos, Lars Kotthoff, Kevin Leyton-Brown, Tomasz Michalak , Talal Rahwan, Quantifying Algorithmic Improvements over Time, 27th International Joint Conference on Artificial Intelligence, Stockholm, Sweden, 13 July 2018 - 19 July 2018. See in PBN
Oskar Skibski , Tomasz Michalak , Michael Wooldridge, The Stochastic Shapley Value for coalitional games with externalities, Games and Economic Behavior, 108 2018, p. 65-80. See in PBN

2017

Oskar Skibski , Tomasz Michalak , Talal Rahwan, Axiomatic Characterization of Game-Theoretic Network Centralities, 31st AAAI Conference on Artificial Intelligence, San Francisco, the United States of America, 4 February 2017 - 9 February 2017. See in PBN
Tomasz Michalak , Talal Rahwan, Marcin Waniek, Michael Wooldridge, On the Construction of Covert Networks, 16th International Conference on Autonomous Agents and Multiagent Systems, Sao Paulo, Brazil, 8 May 2017 - 12 May 2017. See in PBN
Marina De Vos, Sattar Hashemi, Fatemeh Jahedpari, Tomasz Michalak , Julian Padget, Talal Rahwan, Wei Lee Woon, Online Prediction via Continuous Artificial Prediction Markets, IEEE Intelligent Systems, 32 (1) 2017, p. 61-68. See in PBN
Tomasz Michalak , Talal Rahwan, Michael Wooldridge, Strategic Social Network Analysis, 31st AAAI Conference on Artificial Intelligence, San Francisco, the United States of America, 4 February 2017 - 9 February 2017. See in PBN
Nicholas Jennings, Tomasz Michalak , Long Tran-Thanh, Marcin Waniek, The Dollar Auction with Spiteful Players, 31st AAAI Conference on Artificial Intelligence, San Francisco, the United States of America, 4 February 2017 - 9 February 2017. See in PBN

2016

Edith Elkind, Nicholas R. Jennings, Tomasz Michalak , Talal Rahwan, Michael Wooldridge, A hybrid exact algorithm for complete set partitioning, Artificial Intelligence, 2016. See in PBN
Tomasz Michalak , Talal Rahwan, Piotr Szczepański, Michael Wooldridge, An Extension of the Owen-Value Interaction Index and Its Application to Inter-Links Prediction, 2016 European Conference on Artificial Intelligence, Hague, the Netherlands, 29 August 2016 - 2 September 2016. See in PBN
Tomasz Michalak , Talal Rahwan, Oskar Skibski , Makoto Yokoo, Attachment Centrality: An Axiomatic Approach to Connectivity in Networks, 15th International Conference on Autonomous Agents and Multiagent Systems, Singapur, Singapore, 9 May 2016 - 13 May 2016. See in PBN
Tomasz Michalak , Talal Rahwan, Piotr Szczepański, Mateusz Tarkowski, Michael Wooldridge, Closeness Centrality for Networks with Overlapping Community Structure, 30th AAAI Conference on Artificial Intelligence, Phoenix, the United States of America, 12 February 2016 - 17 February 2016. See in PBN
Tomasz Michalak , Talal Rahwan, Piotr Szczepański, Efficient algorithms for game-theoretic betweenness centrality, Artificial Intelligence, 2016. See in PBN
Szymon Matejczyk, Tomasz Michalak , Oskar Skibski , Michael Wooldridge, Makoto Yokoo, k-Coalitional Cooperative Games, 15th International Conference on Autonomous Agents and Multiagent Systems, Singapur, Singapore, 9 May 2016 - 13 May 2016. See in PBN
Oskar Skibski , Henryk Michalewski , Andrzej Nagórko , Tomasz Michalak , Andrew Dowell, Talal Rahwan, Michael Wooldridge, Non-Utilitarian Coalition Structure Generation, 2016 European Conference on Artificial Intelligence, Hague, the Netherlands, 29 August 2016 - 2 September 2016. See in PBN
Tomasz Michalak , Long Tran-Thahn, Marcin Waniek, Repeated Dollar Auctions: A Multi-Armed Bandit Approach, 15th International Conference on Autonomous Agents and Multiagent Systems, Singapur, Singapore, 9 May 2016 - 13 May 2016. See in PBN
Alexandre Fr\'echette, Holger H Hoos, Lars Kotthoff, Kevin Leyton-Brown, Tomasz Michalak , Talal Rahwan, Using the Shapley Value to Analyze Algorithm Portfolios., 30th AAAI Conference on Artificial Intelligence, Phoenix, the United States of America, 12 February 2016 - 17 February 2016. See in PBN

2015

Tomasz Michalak , Yuko Sakurai, Oskar Skibski , Michael Wooldridge, Makoto Yokoo, A Graphical Representation for Games in Partition Function Form, 29th AAAI Conference on Artificial Intelligence, Austin, the United States of America, 25 January 2015 - 30 January 2015. See in PBN
Tomasz Michalak , Stefano Moretti, Ramasuri Narayanam, Talal Rahwan, Oskar Skibski , Piotr Szczepański, Michael Wooldridge, A New Approach to Measure Social Capital using Game-Theoretic Techniques, SI Gecom Exchanges, 2015. See in PBN
Oskar Skibski, Tomasz Michalak , Yuko Sakurai, Makoto Yokoo, A Pseudo-Polynomial Algorithm for Computing Power Indices in Graph-Restricted Weighted Voting Games, Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015, p. 631-637. See in PBN
Nick R. Jennings, Tomasz Michalak , Talal Rahwan, Michael Wooldridge, Coalition structure generation: A survey, Artificial Intelligence, 229 2015, p. 139-174. See in PBN
Tomasz Michalak , Talal Rahwan, Oskar Skibski , Michael Wooldridge, Defeating Terrorist Networks with Game Theory, IEEE Intelligent Systems, 2015. See in PBN
Piotr Szczepanski, Mateusz Tarkowski, Tomasz Michalak , Paul Harrenstein, Michael Wooldridge, Efficient Computation of Semivalues for Game-Theoretic Network Centrality, Twenty-Ninth AAAI Conference on Artificial Intelligence, Austin, Texas, the United States of America, 2015, p. 461-469. See in PBN
Shaheen Fatima, Tomasz Michalak , Michael Wooldridge, Power and welfare in bargaining for coalition structure formation, AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS, 2015. See in PBN
Agata Nieścieruk, Talal Rahwan, Marcin Waniek, Tomasz Michalak , Spiteful Bidding in the Dollar Auction, International Conference on Autonomous Agents and Multiagent Systems, Stambuł, Turkey, 4 May 2015 - 8 May 2015. See in PBN
Aleksy Barcz, Tomasz Michalak , Talal Rahwan, Piotr Szczepanski, The Game-Theoretic Interaction Index on Social Networks With Applications to Link Prediction and Community Detection, Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015. See in PBN

2014

Tomasz Michalak , Marta Szajnik, Michael Wooldridge, A Centrality Measure for NetworksWith Community Structure Based on a Generalization of the Owen Value, 21st European Conference on Artificial Intelligence, Prague, Czechia, 18 August 2014 - 22 February 2015. See in PBN
Hemank Lamba, Tomasz Michalak , Ramasuri Narayanam, Oskar Skibski , A Shapley Value-based Approach to Determine Gatekeepers in Social Networks with Applications, 21st European Conference on Artificial Intelligence, Prague, Czechia, 18 August 2014 - 22 February 2015. See in PBN
Tomasz Michalak , Talal Rahwan, Oskar Skibski , Michael Wooldridge, Algorithms for the Shapley and Myerson Values in Graph-restricted Games, International Conference on Autonomous Agents and Multi-Agent Systems, Paryż, France, 5 May 2014 - 9 May 2014. See in PBN
Shaheen Fatima, Tomasz Michalak , Michael Wooldridge, Bargaining for Coalition Structure Formation, 21st European Conference on Artificial Intelligence, Prague, Czechia, 18 August 2014 - 22 February 2015. See in PBN
Karol Kurach, Tomasz Michalak , Krzysztof Pawłowski, Talal Rahwan, Sarvapali Ramchurn, Kim Svensson, Coalition Structure Generation with the Graphics Processing Unit, International Conference on Autonomous Agents and Multiagent Systems, Paris, France, 4 May 2014 - 9 May 2014. See in PBN
Tomasz Michalak , Jacob Engwerda, Economic Growth and Choice of Energy: A Simplistic Strategic Approach, ENVIRONMENTAL MODELING & ASSESSMENT, 4 (20) 2014, p. 321-342. See in PBN
Tomasz Michalak , Piotr Szczepański, Talal Rahwan, Agata Chrobak, Simina Branzei, Michael Wooldridge, Nicholas Jennings, Implementation and Computation of a Value for Generalized Characteristic Function Games, ACM Transactions on Economics and Computation, 2 (4) 2014. See in PBN

2013

Madalina Croitoru, Nicholas Jennings, Tomasz Michalak , Tri-Dung Nguyen, Maria Polukarov, Talal Rahwan, Coalitional Games via Network Flows, International Joint Conference on Artificial Intelligence, Beijing, China, 3 August 2013 - 9 August 2013. See in PBN
Tomasz Michalak , Oskar Skibski , Nicholas R. Jennings, Ramasuri Narayanam, Talal Rahwan, Piotr L. Szczepański, Michael J. Wooldridge, Computational Analysis of Connectivity Games with Applications to Terrorist Networks, International Joint Conference on Artificial Intelligence, Beijing, China, 3 August 2013 - 9 August 2013. See in PBN
Tomasz Michalak , Karthik Aadithya, Nicholas Jennings, Balaraman Ravindran, Piotr Szczepański, Efficient Computation of the Shapley Value for Game-Theoretic Network Centrality, Journal of Artificial Intelligence Research, 46 2013, p. 607-650. See in PBN
Simina Branzei, Nicholas Jennings, Kate Larson, Tomasz Michalak , Talal Rahwan, Matchings with Externalities and Attitudes, 12th International Conference on Autonomous Agents and Multiagent Systems, 2013. See in PBN

2012

Nicholas R. Jennings, Tomasz Michalak , Talal Rahwan, A Hybrid Algorithm for Coalition Structure Generation., 2012. See in PBN
Tomasz Michalak , Talal Rahwan, Piotr L. Szczepanski, A new approach to betweenness centrality based on the Shapley Value., 2012. See in PBN
O. Boldea, J. Engwerda, Tomasz Michalak , J. Plasmans and Salmah, A simulation study of an ASEAN monetary union, Economic Modelling, 2012. See in PBN
Nicholas R. Jennings, Tomasz Michalak , Talal Rahwan, Michael Wooldridge, Anytime coalition structure generation in multi-agent systems with positive or negative externalities., Artificial Intelligence, 2012. See in PBN

2011

J. Engwerda, Tomasz Michalak , J. Plasmans, A Numerical Toolbox to Solve N-Player Affine LQ Open-Loop Differential Games, Computational Economics, 2011. See in PBN
Edith Elkind, Piotr Faliszewski, Nicolas Jennings, Tomasz Michalak , Talal Rahwan, Jacek Sroka , Michael Wooldridge, Constrained Coalition Formation, 2011. See in PBN
Patrick Doherty, Tomasz Michalak , Jacek Sroka , Andrzej Szałas , Contextual Coalitional Games, Lecture Notes in Computer Science, 4th Indian Conference on Logic and its Applications, 2011. See in PBN
Nicholas Jennings, Tomasz Michalak , Talal Rahwan, Minimum Search To Establish Worst-Case Guarantees in Coalition Structure Generation, 2011. See in PBN