Sobhana Mummaneni
VIDWAN ID: 330074

Dr Sobhana Mummaneni

Female Doctor of Philosophy
Assistant Professor | Department of Computer Science and Engineering
Siddhartha Academy of Higher Education
Andhra Pradesh
Expertise: Computer Science Artificial Intelligence
70 Publications
0 Projects
231 Scopus Citations
187 CrossRef
7 Years 2 Months Total Experience
Publications
70 Total
Articles
36
Chapters
4
Proceedings
30
Activity

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Scopus Scopus
231 Citations
8 h-index
CrossRef CrossRef
187 Citations
7 h-index
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Personal Details

Doctor of Philosophy
2018
Kovai Kalaimagal College of Arts and Science
Assistant Professor
Jul 2019 – Present
Siddhartha Academy of Higher Education | Department of Computer Science and Engineering
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Work

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Scholarly Publications

Predictive Modeling Using Glacier Volume and Depth Estimations with Advanced Statistical and Deep Learning Techniques

Conference Paper
Year: 2025.
Authors: Divya Sumithra Madiri; M. Sobhana

Multistage Classification of Sarcopenia Using Ensemble Learning

Conference Paper
Year: 2026.
Authors: Sobhana Mummaneni; Teja Aravind Kumar Rayalavarapu; Raghunath Kadimi; Lal Basha Shaik; Chandrika Kanuru; D.N.V.S.L.S. Indira

Deep Learning-Based Multi-Angle Classification of Tree Species from UAV Images

Conference Paper
Year: 2025.
Authors: M Sobhana; JRS Aditya Vardhan; P Srilakshmi Sravanthi; K Uma Santosh Reddy

IoT-Driven Air Quality Monitoring and Predictive Analysis with Explainable AI

Conference Paper
Year: 2025. Pages: 1434-1439 .
Authors: M.Sobhana; Lalitha Devi Katakam; Pali Ramya Sri; Mounika Lingamallu

Edge Computing for Brain Stroke Detection using Deep Learning Techniques

Conference Paper
Year: 2025. Pages: 54-60 .
Authors: M. Sobhana; Ankoori Vasantha; Karima Minal

XAI-Based Heavy Rainfall Prediction Using Satellite Data in Andhra Pradesh

Conference Paper
Year: 2025. Pages: 269-274 .
Authors: M. Sobhana; Tejaswi Kondabolu; Surya Sanjay Damuluri

Correlation analysis of offshore wind and wave power potential at Indian exclusive economic zone during 2014–23 using deep learning model

Open Access
Journal Article
Current Science. Year: 2025. Volume: 128 , Issue: 3 , Pages: 269-282 .
Authors: S. Vasavi; M. Sobhana; Bittu Singha

Real-Time Human Tracking and Activity Recognition using GPS, IPS, RFID, and Computer Vision

Conference Paper
Year: 2025. Pages: 1422-1427 .
Authors: Sobhana Mummaneni; Tribhuvana Sree Sappa; Venkata Gayathri Devi Katakam
Showing 1 to 8 of 70 publications