ABOUT
Currently, I am working as Research Scientist at SEW Pvt. Ltd., India. I graduated from University of Hyderabad, India under the supervision of Dr. P.S.V.S. Sai Prasad with a Ph.D. degree with specialisation in Data Mining. I have been working in the field of machine learning and data mining for more than 6 years. Visit my Google Scholar for full list of publications.
PUBLICATIONS
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Scalable Fuzzy Rough Set Reduct Computation Using Fuzzy Min–Max Neural Network
Preprocessing
Accepted in IEEE Transactions on Fuzzy Systems, 2020, IF: 12.04, Indexing: SCI [DOI: 10.1109/TFUZZ.2020.2965899] -
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max
neural network preprocessing
Accepted in International Journal of Approximate Reasoning, 2021, IF: 3.81, Indexing: SCI, [DOI: 10.1016/j.ijar.2021.09.006] -
Enhancing the scalability of fuzzy rough set approximate reduct computation through
fuzzy min–max neural network and crisp discernibility relation formulation
Accepted in Engineering Applications of Artificial Intelligence, 2022, IF: 8, Indexing: SCI,
[DOI: 10.1016/j.engappai.2022.104697] -
Hybridization of Fuzzy Min-Max Neural Networks with kNN for Enhanced Pattern
Classification
Accepted in ICACDS, 2019, Indexing: SCOPUS,
[DOI: 10.1007/978-981-13-9939-8- 4.] -
Coarsest granularity-based optimal reduct using A* search
Accepted in Granular Computing, 2023, IF: 5.5, Indexing: ESCI,
[DOI: 10.1007/s41066- 022-003136] -
Finding Optimal Rough Set Reduct with A* Search Algorithm
Accepted in PREMI, 2019, Indexing: SCOPUS
[DOI: 10.1007/978-3-030-34869-4-35] -
Evolving Hyperboxes for Enhanced Classification and Scalable Feature Selection
2021 In Proceedings of AIMLSystems, ACM, New York, NY, USA
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Submitted Papers
Books and Book Chapter
Accepted Papers
Doctoral Symposium
Anil Kumar 2023