Ministry of Education
Pandu Sowkuntla
VIDWAN ID: 305946

Pandu Sowkuntla

Male Doctor of Philosophy
Assistant Professor (Grade-I)
SRM University-AP, Amaravati
Telangana
ORCID 0000-0001-9656-6946 Scopus 57211414420 ResearcherID GQZ-5566-2022
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7 Publications
0 Projects
80 Scopus Citations
67 CrossRef
4 Years 11 Months Total Experience
Publications
7 Total
Articles
5
Proceedings
2
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Scopus Scopus
80 Citations
4 h-index
CrossRef CrossRef
67 Citations
4 h-index
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Personal Details

Doctor of Philosophy
2022
Acharya Nagarjuna University, Guntur
Assistant Professor (Grade-I)
Oct 2021 – Present
SRM University-AP, Amaravati
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Scholarly Publications

Parallel attribute reduction in high-dimensional data: An efficient MapReduce strategy with fuzzy discernibility matrix

Journal Article
Applied Soft Computing. Year: 2025. Volume: 172 .
Authors: Pandu Sowkuntla; P.S.V.S. Sai Prasad
DOI 10.1016/j.asoc.2025.112870 Crossref Crossref: 4 Scopus Scopus: 4

MapReduce based parallel fuzzy-rough attribute reduction using discernibility matrix

Journal Article
Applied Intelligence. Year: 2022. Volume: 52 , Issue: 1 , Pages: 154-173 .
Authors: Pandu Sowkuntla; P. S. V. S. Sai Prasad
DOI 10.1007/s10489-021-02253-1 Crossref Crossref: 32 Scopus Scopus: 37

MapReduce based parallel attribute reduction in Incomplete Decision Systems

Journal Article
Knowledge-Based Systems. Year: 2021. Volume: 213 .
Authors: Pandu Sowkuntla; Sravya Dunna; P.S.V.S. Sai Prasad
DOI 10.1016/j.knosys.2020.106677 Crossref Crossref: 10 Scopus Scopus: 11

MapReduce based improved quick reduct algorithm with granular refinement using vertical partitioning scheme

Journal Article
Knowledge-Based Systems. Year: 2020. Volume: 189 .
Authors: Pandu Sowkuntla; P.S.V.S. Sai Prasad
DOI 10.1016/j.knosys.2019.105104 Crossref Crossref: 17 Scopus Scopus: 19

Fuzzy Rough Discernibility Matrix Based Feature Subset Selection with MapReduce

Conference Paper
Year: 2019. Volume: 2019-October , Pages: 389-394 .
Authors: Neeli Lakshmi Pavani; Pandu Sowkuntla; K. Swarupa Rani; P.S.V.S Sai Prasad
DOI 10.1109/TENCON.2019.8929668 Crossref Crossref: 2 Scopus Scopus: 4

MR_IMQRA: An Efficient MapReduce Based Approach for Fuzzy Decision Reduct Computation

Conference Paper
Year: 2019. Volume: 11941 LNCS , Pages: 306-316 .
Authors: Kiran Bandagar; Pandu Sowkuntla; Salman Abdul Moiz; P. S. V. S. Sai Prasad
DOI 10.1007/978-3-030-34869-4_34 Crossref Crossref: 2 Scopus Scopus: 5

Architecture sensitivity analysis of CNN and vision transformer models for federated eye disease classification under non-IID settings

Journal Article
Network Modeling Analysis in Health Informatics and Bioinformatics. Year: 2026. Volume: 15 , Issue: 1 , Pages: 130 .
Authors: Nepal, M.; Mudigonda, K.S.P.; Sowkuntla, P.; Abdul, A.
DOI 10.1007/s13721-026-00805-4