Ministry of Education
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
ORCID 0000-0001-5938-5740 Scopus 56736693500 Google Scholar sj5ZDrcAAAAJ
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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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Professional Recognition

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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

A COMPREHENSIVE STUDY: INTRACRANIAL ANEURYSM DETECTION VIA VGG16-DENSENET HYBRID DEEP LEARNING ON DSA IMAGES

Open Access
Journal Article
Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska. Year: 2024. Volume: 14 , Issue: 1 , Pages: 105-110 .
Authors: Sobhana Mummaneni; Sasi Tilak Ravi; Jashwanth Bodedla; Sree Ram Vemulapalli; Gnana Sri Kowsik Varma Jagathapurao
DOI 10.35784/iapgos.5804 Crossref Crossref: 3 Scopus Scopus: 4

AI-Driven Simulation and Prediction of Urban Microclimate Dynamics using GNNS and PINNS

Conference Paper
Year: 2026. Pages: 878-884 .
Authors: M. Sobhana; Tejaswi Kondabolu; Surya Sanjay Damuluri; Chandrika Kanuru; Smitha Chowdary Ch
DOI 10.1109/ICICV68925.2026.11554800

Assessment and prediction of water yield in the Chandra Basin, Western Himalaya, India: Using physical basis SWAT model and machine learning

Book Chapter
Year: 2025. Pages: 43-63 .
Authors: Sobhana Mummaneni; Vinay K. Gaddam; Gnana S.S.V. Mendu; Nihitha Vemulapalli; Smitha C. Ch; Sayyad Fazal Rahman Khadri
DOI 10.1002/9781394249619.ch3

Advancing GIS map maintenance: change detection and update using ResU-Net: a case study on Chandigarh and Hyderabad cities, India

Open Access
Journal Article
Current Science. Year: 2024. Volume: 126 , Issue: 3 , Pages: 326-335 .
Authors: S. Vasavi; Dibyaranjan Parida; N. Malathi; M. Sobhana; Reedhi Shukla
DOI 10.18520/cs/v126/i3/326-335 Crossref Crossref: 1

ProfBook: Mobile Application for Streamlining Venue Management in Academic Institutions

Conference Paper
Year: 2024. Pages: 680-685 .
Authors: Kandi Mohith Reddy; M. Sobhana; Rajanala Sivamsh Pavan; Akshara Kanagala
DOI 10.1109/ICACCS60874.2024.10717076 Crossref Crossref: 1 Scopus Scopus: 1

Predicting Power Consumption of Individual Household using Machine Learning Algorithms

Open Access
Journal Article
International Journal on Recent and Innovation Trends in Computing and Communication. Year: 2023. Volume: 11 , Pages: 247-252 .
Authors: Sobhana M; Smitha Chowdary Ch; D.N.V.S.L.S. Indira; Gaddameedi Dinesh Kumar
DOI 10.17762/ijritcc.v11i3s.6192 Crossref Crossref: 2 Scopus Scopus: 3

Breast Cancer Prediction by Ensembling Machine Learning Algorithms and Explainable AI

Conference Paper
Year: 2024.
Authors: M Sobhana; Anil Kumar Palaketi; Ramya Nalabothu
DOI 10.1109/INOCON60754.2024.10512277 Crossref Crossref: 7 Scopus Scopus: 9

Cross-Layer Optimization for Wireless Systems Using Computer Vision Methods

Open Access
Journal Article
Wireless Communications and Mobile Computing. Year: 2023. Volume: 2023 , Pages: 1-10 .
Authors: Indira, D. N. V. S. L. S.; Sobhana, M.; Ram, M. Sitha; Ganiya, Rajendra Kumar; Rao, J. Nageswara; Berhanu, Afework Aemro
DOI 10.1155/2023/5018436 Crossref Crossref: 2 Scopus Scopus: 3
Showing 25 to 32 of 70 publications