Scalable fuzzy rough set reduct computation using fuzzy min–max neural network preprocessing A Kumar, PS Prasad IEEE Transactions on Fuzzy Systems 28 (5), 953-964, 2020 | 21 | 2020 |
MapReduce based parallel fuzzy-rough attribute reduction using discernibility matrix P Sowkuntla, PS Prasad Applied Intelligence 52 (1), 154-173, 2022 | 20 | 2022 |
IQuickReduct: an improvement to Quick Reduct algorithm PS Prasad, CR Rao Rough Sets, Fuzzy Sets, Data Mining and Granular Computing: 12th …, 2009 | 20 | 2009 |
MapReduce based improved quick reduct algorithm with granular refinement using vertical partitioning scheme P Sowkuntla, PS Prasad Knowledge-Based Systems 189, 105104, 2020 | 18 | 2020 |
Extensions to iQuickReduct SP PSVS, C Raghavendra Rao Multi-disciplinary Trends in Artificial Intelligence: 5th International …, 2011 | 18 | 2011 |
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing A Kumar, PS Prasad International Journal of Approximate Reasoning 139, 69-87, 2021 | 12 | 2021 |
Scalable iqra_ig algorithm: An iterative mapreduce approach for reduct computation P Sai Prasad, H Bala Subrahmanyam, PK Singh Distributed Computing and Internet Technology: 13th International Conference …, 2017 | 11 | 2017 |
MapReduce based parallel attribute reduction in Incomplete Decision Systems P Sowkuntla, S Dunna, PS Prasad Knowledge-Based Systems 213, 106677, 2021 | 10 | 2021 |
Scalable quick reduct algorithm: Iterative mapreduce approach PK Singh, PS Prasad Proceedings of the 3rd IKDD Conference on Data Science, 2016, 1-2, 2016 | 9 | 2016 |
An efficient approach for fuzzy decision reduct computation P Sai Prasad, C Raghavendra Rao Transactions on Rough Sets XVII, 82-108, 2014 | 7 | 2014 |
Hybridization of fuzzy min-max neural networks with kNN for enhanced pattern classification A Kumar, P Sai Prasad Advances in Computing and Data Sciences: Third International Conference …, 2019 | 6 | 2019 |
Scalable mapreduce-based fuzzy min-max neural network for pattern classification S Ilager, PS Prasad Proceedings of the 18th International Conference on Distributed Computing …, 2017 | 6 | 2017 |
An efficient Gaussian kernel based fuzzy-rough set approach for feature selection S Ghosh, P Sai Prasad, CR Rao International Workshop on Multi-disciplinary Trends in Artificial …, 2016 | 5 | 2016 |
Enhancing the scalability of fuzzy rough set approximate reduct computation through fuzzy min–max neural network and crisp discernibility relation formulation A Kumar, PS Prasad Engineering Applications of Artificial Intelligence 110, 104697, 2022 | 4 | 2022 |
Finding Optimal Rough Set Reduct with A* Search Algorithm A Bar, A Kumar, P Sai Prasad International Conference on Pattern Recognition and Machine Intelligence …, 2019 | 4 | 2019 |
Hashing supported iterative mapreduce based scalable sbe reduct computation U Venkata Divya, P Sai Prasad Distributed Computing and Internet Technology: 14th International Conference …, 2018 | 4 | 2018 |
Third order backward elimination approach for fuzzy-rough set based feature selection S Ghosh, P Sai Prasad, CR Rao International Conference on Pattern Recognition and Machine Intelligence …, 2017 | 4 | 2017 |
Fuzzy rough data reduction using SVD Y Rama Devi, P Venu Gopal, P Sai Prasad International Journal of Computer and Electrical Engineering 3 (3), 2011 | 4 | 2011 |
Approaches for coarsest granularity based near-optimal reduct computation A Bar, PS Prasad Applied Intelligence 53 (4), 4231-4256, 2023 | 2 | 2023 |
Multiple reducts computation in rough sets with applications to ensemble classification A Bar, P Sai Prasad Proceedings of ICETIT 2019: Emerging Trends in Information Technology, 449-461, 2020 | 2 | 2020 |