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S Phani Kumar

S Phani Kumar

Professor

Education

Ph. D.

Prof. S. Phani Kumar hails from Guntur, Andhra Pradesh, and holds an M.Tech in Software Engineering and a Ph.D. in Safety-Critical Systems from Bharath Institute of Higher Education & Research in Chennai. He has successfully supervised seven research scholars who were awarded Ph.D.s, and one more scholar has submitted Ph.D. thesis under his guidance. His research interests include Machine Learning, Deep Learning, Computer Aided Diagnostics, and Computer Vision.

Research Publications

  • Swetha, G., Kumar, S.P. A hierarchical framework based on transformer technology to achieve factual consistent and non-redundant abstractive text summarization. Multimed Tools Appl 83, 47587–47608 (2024). https://doi.org/10.1007/s11042-023-17426-y
  • Devi, Y.S., Kumar, S. P., A Deep Transfer Learning Approach for Identification of Diabetic Retinopathy using Data Augmentation, IAES International Journal of Artificial Intelligence, 2022, 11(4), pp. 1287–1296, http://doi.org/10.11591/ijai.v11.i4.pp1287-1296
  • Gogireddy, Narendrababu Reddy and Singamsetty, Phani Kumar, RWWO: an effective strategy for workflow scheduling in cloud computing with predicted energy using Deep Maxout Network, Energy Harvesting and Systems, vol. 8, no. 2, 2021, pp. 87-102. https://doi.org/10.1515/ehs-2021-0014
  • Geeta Kakarla, S. Phani Kumar, Blockchain Powered Mutual Authentication and Access Control Protocol, International Journal of Computer Networks and Applications (IJCNA), 9(1), PP: 103-113, 2022, DOI: 10.22247/ijcna/2022/211629 .
  • Chiddarwar, G. G., & Kumar, S. P. (2019). Factual Extraction with Choicest Retrieval in CBIR Using Angular Robust Techniques. Journal of Applied Security Research, 14(4), 445–467. https://doi.org/10.1080/19361610.2019.1654323

Expertise

  • Check Icon Machine Learning, Deep Learning, Computer Vision, Computer Aided Diagnostics, and Software Engineering

Authored Books

  • Check Icon DIABETIC RETINOPATHY IN FUNDUS IMAGES : AN ENSEMBLE APPROACH Paperback – 1 January 2023 by Mrs. Sravani Devi , Dr. S. Phani Kumar, ‎ VSRD Academic Publishing, ISBN-13 ‏ : ‎ 978-9387610972 , ISBN-10 ‏ : ‎ 9387610977
  • Check Icon Syed Azar Ali, S. Phani Kumar, Review of Decision Tree based Binary Classification Framework using Robust 3D Image and Feature Selection for Malaria Infected Erythrocyte Detection, Data Engineering and Communication Technology, Proceedings of 3rd ICDECT-2K19, Springer's Advances in Intelligent Systems and Computing book series, pp 759-780, Vol. 1079, January 2020
  • Check Icon Phani Kumar Singamsetty, G.V.N.D. Sai Prasad, N. V. Swamy Naidu and R. Suresh Kumar, Maize Leaf Disease Detection and Classification using Deep Learning, Artificial Intelligence in Mechanical and Industrial Engineering, CRC Press, Taylor & Francis, ISBN: 978-036-74-4176-0, 2021
  • Check Icon Narendrababu Reddy, G., Phani Kumar, S., Modified Ant Colony Optimization Algorithm for Task Scheduling in Cloud Computing Systems, Smart Intelligent Computing and Applications. Smart Innovation, Systems and Technologies, pp. 357 – 365, vol 104, 2019. Springer, Singapore. https://doi.org/10.1007/978-981-13-1921-1_36
  • Check Icon G. Narendrababu Reddy, S. Phani Kumar, Time- and cost-aware scheduling method for workflows in cloud computing systems, Springer’s Lecture Notes on Data Engineering and Communications Technologies, 2018, 9, pp. 215–227
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