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Dr. SHWETHA K S

Dr. SHWETHA K S

Assistant Professor

Ph.D

shwethaks.cse@bmsce.ac.in

Research Interests: My research interests include Big Data, Machine Learning, and Image Processing, with a focus on developing intelligent, data-driven solutions for real-world challenges. I am particularly interested in applying machine learning techniques to analyze large-scale datasets, extract meaningful insights, and improve decision-making. My work also explores advanced image processing methods for healthcare applications, aiming to develop accurate, efficient, and scalable solutions through interdisciplinary research.

About

I am Dr. Shwetha K. S., working as an Assistant Professor in the Department of Computer Science and Engineering at B.M.S. College of Engineering (BMSCE). My research interests include Big Data, Machine Learning, and Image Processing. I am passionate about teaching, research, and exploring innovative solutions to real-world problems through these emerging technologies.

Education

  • Ph. D - Computer Science and Engineering
    VTU
    Passed Year: 2024 | Program Type: PartTime
  • M.Tech - Computer Science and Engineering
    VTU
    Passed Year: 2012 | Program Type: FullTime
  • B.E - Computer Science and Engineering
    VTU
    Passed Year: 2008 | Program Type: FullTime

Selected Publications

  • Journal | Published On : 09-05-2026
    Tej C. Hiremath · K. S. Shwetha · U. J. Ujwal · M. R. Tejaswini · Aneel Narayanapur · U. Shivayogi
    Paper Title: Efficient Lung Abnormality Detection Using Deep Convolutional Neural Networks Journal Name: SN Computer Science Percentile:67% Quartile: Q2 (In Scopus) Scopus Link of Journal: https://www.scopus.com/sourceid/21101083109
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  • Journal | Published On : 14-04-2026
    K. S. Shwetha, G. Deepak, S. P. Chaitra, C. K. Raghavendra , Bhupender Singh
    Paper Title: Spatial structure based deep feature fusion network for autism spectrum disorder classification Journal Name: Scientific Reports Quartile: SCI Indexed, Q1 (Web of Science), Q1 (In Scopus) Scopus Link of Journal: https://www.scopus.com/sourceid/21100200805
    Weblink
  • Journal | Published On : 09-03-2026
    Shwetha K.S. , B.R. Ramji, Ujwal U.J. , Mayura Tapkire, Sangamesh M Magi, Jayashri Madalgi
    Paper Title: Deep Learning applications in automated detection of plant diseases across diverse crops Journal Name: Journal of Integrated Science and Technology Percentile:59% Quartile: Q2 (In Scopus) Scopus Link of Journal: https://www.scopus.com/sourceid/21101065486
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  • Journal | Published On : 08-02-2024
    Shwetha K S, Chandramouli H
    Paper Title:Integrated Data, Task and Resource Management to Speed Up Processing Small Files in Hadoop Cluster Journal Name: International Journal of Intelligent Engineering & Systems Percentile:62% Quartile: Q2 (In Scopus) Scopus Link of Journal: https://www.scopus.com/sourceid/21100199790
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