| Literature review of the recent trends and applications in various fuzzy rule-based systems AK Varshney, V Torra International Journal of Fuzzy Systems 25 (6), 2163-2186, 2023 | 38 | 2023 |
| PIFHC: The probabilistic intuitionistic fuzzy hierarchical clustering algorithm AK Varshney, PK Muhuri, QMD Lohani Applied Soft Computing 120, 108584, 2022 | 28 | 2022 |
| Density-based IFCM along with its interval valued and probabilistic extensions, and a review of intuitionistic fuzzy clustering methods AK Varshney, PK Muhuri, QMD Lohani Artificial Intelligence Review 56 (4), 3755-3795, 2023 | 10 | 2023 |
| Improved probabilistic intuitionistic fuzzy c-means clustering algorithm: Improved PIFCM AK Varshney, QMD Lohani, PK Muhuri 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2020 | 7 | 2020 |
| Interval-valued fuzzy c-means algorithm and interval-valued density-based fuzzy c-means algorithm AK Varshney, P Mehra, PK Muhuri, QMD Lohani 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2020 | 7 | 2020 |
| Integrally private model selection for deep neural networks AK Varshney, V Torra International Conference on Database and Expert Systems Applications, 408-422, 2023 | 6 | 2023 |
| Designing distributed Chi-fuzzy rule based classification system AK Varshney, V Torra 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-7, 2022 | 3 | 2022 |
| Integrally Private Model Selection for Support Vector Machine S Kwatra, AK Varshney, V Torra European Symposium on Research in Computer Security, 249-259, 2023 | 2 | 2023 |
| Concept drift detection using ensemble of integrally private models AK Varshney, V Torra Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 2 | 2023 |
| HFedRF: Horizontal Federated Random Forest P Mehra, AK Varshney International Congress and Workshop on Industrial AI, 409-422, 2023 | 2 | 2023 |
| Modified Probabilistic Intuitionistic Fuzzy c-Means Clustering Algorithm: MPIFCM D Chakraborty, AK Varshney, PK Muhuri, QMD Lohani 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-7, 2022 | 1 | 2022 |
| Unlearning Clients, Features and Samples in Vertical Federated Learning AK Varshney, K Vandikas, V Torra arXiv preprint arXiv:2501.13683, 2025 | | 2025 |
| Efficient federated unlearning under plausible deniability AK Varshney, V Torra Machine Learning 114 (1), 25, 2025 | | 2025 |
| Exploring privacy-preserving models in model space AK Varshney Umeå University, 2024 | | 2024 |
| k-IPfedAvg: k-Anonymous Integrally Private Federated Averaging with Convergence Guarantee AK Varshney, V Torra | | 2024 |
| Fair Differentially Private Federated Learning Framework AK Varshney, S Garg, A Ghosh, S Gupta arXiv preprint arXiv:2305.13878, 2023 | | 2023 |
Vicenç TorraProfessor, Department of Computing Science, Umeå University, SwedenAdresse e-mail validée de cs.umu.se