Tomasz P. Michalak

Orcid: 0000-0002-5288-0324

According to our database1, Tomasz P. Michalak authored at least 106 papers between 2008 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
A Knowledge-Enhanced Object Detection for Sustainable Agriculture.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024
A Federated Convolution Transformer for Fake News Detection.
IEEE Trans. Big Data, June, 2024

Toward Secrecy-Aware Attacks Against Trust Prediction in Signed Social Networks.
IEEE Trans. Inf. Forensics Secur., 2024

Coupled-Space Attacks Against Random-Walk-Based Anomaly Detection.
IEEE Trans. Inf. Forensics Secur., 2024

Enhancing smart road safety with federated learning for Near Crash Detection to advance the development of the Internet of Vehicles.
Eng. Appl. Artif. Intell., 2024

Shapley visual transformers for image-to-text generation.
Appl. Soft Comput., 2024

Adversarial analysis of similarity-based sign prediction.
Artif. Intell., 2024

Graph Anomaly Detection at Group Level: A Topology Pattern Enhanced Unsupervised Approach.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Efficient Model-Stealing Attacks Against Inductive Graph Neural Networks.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023
Hiding From Centrality Measures: A Stackelberg Game Perspective.
IEEE Trans. Knowl. Data Eng., October, 2023

Federated deep learning for smart city edge-based applications.
Future Gener. Comput. Syst., 2023

Dual-Space Attacks against Random-Walk-based Anomaly Detection.
CoRR, 2023

Two-phase Attacks in Security Games.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Shapley Deep Learning: A Consensus for General-Purpose Vision Systems.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Two-phase Security Games.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Adversarial Link Prediction in Spatial Networks.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
How Members of Covert Networks Conceal the Identities of Their Leaders.
ACM Trans. Intell. Syst. Technol., 2022

Deep Learning Versus Traditional Solutions for Group Trajectory Outliers.
IEEE Trans. Cybern., 2022

Towards Secrecy-Aware Attacks Against Trust Prediction in Signed Graphs.
CoRR, 2022

Measuring power in coalitional games with friends, enemies and allies.
Artif. Intell., 2022

Improved feature importance computation for tree models based on the Banzhaf value.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Multiagent Model-based Credit Assignment for Continuous Control.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021
Machine Learning for Identifying Group Trajectory Outliers.
ACM Trans. Manag. Inf. Syst., 2021

Attacking Similarity-Based Sign Prediction.
Proceedings of the IEEE International Conference on Data Mining, 2021

Strategic Evasion of Centrality Measures.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020
Strategic Attack & Defense in Security Diffusion Games.
ACM Trans. Intell. Syst. Technol., 2020

Fair division in the presence of externalities.
Int. J. Game Theory, 2020

Monte Carlo Techniques for Approximating the Myerson Value - Theoretical and Empirical Analysis.
CoRR, 2020

When the Decomposition Meets the Constraint Satisfaction Problem.
IEEE Access, 2020

Partition decision trees: representation for efficient computation of the Shapley value extended to games with externalities.
Auton. Agents Multi Agent Syst., 2020

The Manipulability of Centrality Measures-An Axiomatic Approach.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Signed Graph Games: Coalitional Games with Friends, Enemies and Allies.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Hiding in Multilayer Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Enumerating Connected Subgraphs and Computing the Myerson and Shapley Values in Graph-Restricted Games.
ACM Trans. Intell. Syst. Technol., 2019

A Measure of Added Value in Groups.
ACM Trans. Auton. Adapt. Syst., 2019

A Game-Theoretic Algorithm for Link Prediction.
CoRR, 2019

Attachment centrality: Measure for connectivity in networks.
Artif. Intell., 2019

Adversarial Robustness of Similarity-Based Link Prediction.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Attacking Similarity-Based Link Prediction in Social Networks.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
Efficient Computation of Semivalues for Game-Theoretic Network Centrality.
J. Artif. Intell. Res., 2018

Axiomatic Characterization of Game-Theoretic Centrality.
J. Artif. Intell. Res., 2018

The Stochastic Shapley Value for coalitional games with externalities.
Games Econ. Behav., 2018

Security Diffusion Games.
CoRR, 2018

Adversarial Link Prediction in Social Networks.
CoRR, 2018

Attack Tolerance of Link Prediction Algorithms: How to Hide Your Relations in a Social Network.
CoRR, 2018

Game-theoretic Network Centrality: A Review.
CoRR, 2018

Quantifying Algorithmic Improvements over Time.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
AI and Economics.
IEEE Intell. Syst., 2017

Online Prediction via Continuous Artificial Prediction Markets.
IEEE Intell. Syst., 2017

On the Construction of Covert Networks.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

The Dollar Auction with Spiteful Players.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Axiomatic Characterization of Game-Theoretic Network Centralities.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Strategic Social Network Analysis.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Hiding Individuals and Communities in a Social Network.
CoRR, 2016

Efficient algorithms for game-theoretic betweenness centrality.
Artif. Intell., 2016

A hybrid exact algorithm for complete set partitioning.
Artif. Intell., 2016

Power and welfare in bargaining for coalition structure formation.
Auton. Agents Multi Agent Syst., 2016

An Extension of the Owen-Value Interaction Index and Its Application to Inter-Links Prediction.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Non-Utilitarian Coalition Structure Generation.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Repeated Dollar Auctions: A Multi-Armed Bandit Approach.
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Attachment Centrality: An Axiomatic Approach to Connectivity in Networks.
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

k-Coalitional Cooperative Games.
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Closeness Centrality for Networks with Overlapping Community Structure.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Using the Shapley Value to Analyze Algorithm Portfolios.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
A new approach to measure social capital using game-theoretic techniques.
SIGecom Exch., 2015

Defeating Terrorist Networks with Game Theory.
IEEE Intell. Syst., 2015

Coalition structure generation: A survey.
Artif. Intell., 2015

Spiteful Bidding in the Dollar Auction.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

The Game-Theoretic Interaction Index on Social Networks with Applications to Link Prediction and Community Detection.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Pseudo-Polynomial Algorithm for Computing Power Indices in Graph-Restricted Weighted Voting Games.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Graphical Representation for Games in Partition Function Form.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Implementation and Computation of a Value for Generalized Characteristic Function Games.
ACM Trans. Economics and Comput., 2014

Towards a Fair Allocation of Rewards in Multi-Level Marketing.
CoRR, 2014

A Measure of Synergy in Coalitions.
CoRR, 2014

Coalition Structure Generation on Graphs.
CoRR, 2014

A Centrality Measure for Networks With Community Structure Based on a Generalization of the Owen Value.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

A Shapley Value-based Approach to Determine Gatekeepers in Social Networks with Applications.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Bargaining for Coalition Structure Formation.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

How good is the Shapley value-based approach to the influence maximization problem?
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Algorithms for the shapley and myerson values in graph-restricted games.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Coalition structure generation with the graphics processing unit.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Power and welfare in noncooperative bargaining for coalition structure formation.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
Efficient Computation of the Shapley Value for Game-Theoretic Network Centrality.
J. Artif. Intell. Res., 2013

The Shapley Axiomatization for Values in Partition Function Games.
CoRR, 2013

Coalitional Games via Network Flows.
Proceedings of the IJCAI 2013, 2013

Computational Analysis of Connectivity Games with Applications to the Investigation of Terrorist Networks.
Proceedings of the IJCAI 2013, 2013

Matchings with externalities and attitudes.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
Matching Games with Additive Externalities
CoRR, 2012

Anytime coalition structure generation in multi-agent systems with positive or negative externalities.
Artif. Intell., 2012

A new approach to betweenness centrality based on the Shapley Value.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

A Hybrid Algorithm for Coalition Structure Generation.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Minimum Search to Establish Worst-Case Guarantees in Coalition Structure Generation.
Proceedings of the IJCAI 2011, 2011

Contextual Coalitional Games.
Proceedings of the Logic and Its Applications - 4th Indian Conference, 2011

Representation of coalitional games with algebraic decision diagrams.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Constrained Coalition Formation.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Efficient Computation of the Shapley Value for Centrality in Networks.
Proceedings of the Internet and Network Economics - 6th International Workshop, 2010

A Network Flow Approach to Coalitional Games.
Proceedings of the ECAI 2010, 2010

Computational Aspects of Extending the Shapley Value to Coalitional Games with Externalities.
Proceedings of the ECAI 2010, 2010

A distributed algorithm for anytime coalition structure generation.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

A logic-based representation for coalitional games with externalities.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

Combinatorial auctions with externalities.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009
Exogenous coalition formation in the e-marketplace based on geographical proximity.
Electron. Commer. Res. Appl., 2009

On representing coalitional games with externalities.
Proceedings of the Proceedings 10th ACM Conference on Electronic Commerce (EC-2009), 2009

Coalition Structure Generation in Multi-Agent Systems with Positive and Negative Externalities.
Proceedings of the IJCAI 2009, 2009

2008
Pre-processing Techniques for Anytime Coalition Structure Generation Algorithms.
Proceedings of the Knowledge Representation for Agents and Multi-Agent Systems, 2008

Optimal Coalition Structure Generation In Partition Function Games.
Proceedings of the ECAI 2008, 2008


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