| Triadic formal concept analysis and triclustering: searching for optimal patterns DI Ignatov, DV Gnatyshak, SO Kuznetsov, BG Mirkin Machine Learning 101, 271-302, 2015 | 101 | 2015 |
| Gaining insight in social networks with biclustering and triclustering D Gnatyshak, DI Ignatov, A Semenov, J Poelmans Perspectives in Business Informatics Research: 11th International Conference …, 2012 | 46 | 2012 |
| From Triadic FCA to Triclustering: Experimental Comparison of Some Triclustering Algorithms. D Gnatyshak, DI Ignatov, SO Kuznetsov CLA 1062, 249-260, 2013 | 27 | 2013 |
| A one-pass triclustering approach: is there any room for big data? D Gnatyshak, DI Ignatov, SO Kuznetsov, L Nourine CLA, 231-242, 2014 | 12 | 2014 |
| Multimodal clustering for community detection DI Ignatov, A Semenov, D Komissarova, DV Gnatyshak Formal Concept Analysis of Social Networks, 59-96, 2017 | 10 | 2017 |
| Analysing online social network data with biclustering and triclustering D Gnatyshak, DI Ignatov, A Semenov, J Poelmans Proceedings of the «Concept Discovery in Unstructured Data» conference 871 …, 2012 | 10 | 2012 |
| Applying and verifying an explainability method based on policy graphs in the context of reinforcement learning A Climent, D Gnatyshak, S Alvarez-Napagao Artificial Intelligence Research and Development, 455-464, 2021 | 9 | 2021 |
| A Lattice-based Consensus Clustering Algorithm. A Bocharov, D Gnatyshak, DI Ignatov, BG Mirkin, A Shestakov CLA, 45-56, 2016 | 9 | 2016 |
| Greedy modifications of oac-triclustering algorithm DV Gnatyshak Procedia Computer Science 31, 1116-1123, 2014 | 7 | 2014 |
| Putting OAC-triclustering on MapReduce. S Zudin, DV Gnatyshak, DI Ignatov CLA, 47-58, 2015 | 5 | 2015 |
| A single-pass triclustering algorithm DV Gnatyshak Automatic Documentation and Mathematical Linguistics 49, 27-41, 2015 | 5 | 2015 |
| Testing Reinforcement Learning Explainability Methods in a Multi-Agent Cooperative Environment Marc Domènech i Vila, Dmitry Gnatyshak, Adrián Tormos, Sergio Alvarez-Napagao Artificial Intelligence Research and Development 356, 355-364, 2022 | 3* | 2022 |
| Анализ данных (data mining) онлайн социальных сетей с помощью бикластеризации и трикластеризации ДВ Гнатышак, ДИ Игнатов, СО Кузнецов, Й Пульманс, АВ Семенов Тринадцатая национальная конференция по искусственному интеллекту с …, 2012 | 3 | 2012 |
| Explainable agents adapt to human behaviour A Tormos Llorente, V Giménez Ábalos, M Domènech Vila, D Gnatyshak, ... Proceedings of the First International Workshop on Citizen-Centric Multi …, 2023 | 1 | 2023 |
| Towards a Goal-Oriented Agent-Based Simulation Framework for High-Performance Computing Dmitry Gnatyshak, Luis Oliva-Felipe, Sergio Álvarez-Napagao, Julian Padget ... Artificial Intelligence Research and Development 319, 329 - 338, 2019 | 1* | 2019 |
| Explaining the behaviour of reinforcement learning agents in a multi-agent cooperative environment using policy graphs M Domènech Vila, D Gnatyshak, A Tormos Llorente, V Giménez Ábalos, ... Electronics (Switzerland) 13 (3, article 573), 2024 | | 2024 |
| Explaining the Behaviour of Reinforcement Learning Agents in a Multi-Agent Cooperative Environment Using Policy Graphs M Domenech i Vila, D Gnatyshak, A Tormos, V Gimenez-Abalos, ... Electronics 13 (3), 573, 2024 | | 2024 |
| Explaining the Behaviour of Reinforcement Learning Agents in a Multi-Agent Cooperative Environment Using Policy Graphs D Gnatyshak, A Tormos, V Gimenez-Abalos, S Alvarez-Napagao | | 2024 |
| Adding Preferences and Moral Values in an Agent-Based Simulation Framework for High-Performance Computing DM Gutierrez, J Vázquez-Salceda¹, S Alvarez-Napagao, D Gnatyshak Coordination, Organizations, Institutions, Norms, and Ethics for Governance …, 2023 | | 2023 |
| Policy graphs in action: explaining single-and multi-agent behaviour using predicates A Tormos, V Abalos, D Gnatyshak, S Alvarez-Napagao XAI in Action: Past, Present, and Future Applications, 2023 | | 2023 |
