Ministry of Education
Monika Mangla
VIDWAN ID: 302647

Dr Monika Mangla

Female Doctor of Philosophy
Associate Professor | Department of Information Technology
Shri Vile Parle Kelavani Mandals Dwarkadas J. Sanghvi College of Engineering J V P D Scheme Gulmohar Road Vile Parle (West) Mumbai
Maharashtra
Expertise: Computer Science Information Systems
ORCID 0000-0002-1752-7226 Scopus 35107840200 ResearcherID D-9198-2016 Google Scholar gkIXUpYAAAAJ
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126 Publications
1 Projects
833 Scopus Citations
757 CrossRef
17 Years Total Experience
Publications
126 Total
Articles
47
Books
8
Chapters
19
Proceedings
52
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Scopus Scopus
833 Citations
14 h-index
CrossRef CrossRef
757 Citations
12 h-index
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IEEE
Senior Member
Jan 2021

Personal Details

Doctor of Philosophy
2019
SWAMI VIVEKANAND UNIVERSITY
Master of Technology
2007
N/A
Bachelor of Technology
2001
N/A
Associate Professor
Jan 2022 – Present
Shri Vile Parle Kelavani Mandals Dwarkadas J. Sanghvi College of Engineering J V P D Scheme Gulmohar Road Vile Parle (West) Mumbai | Department of Information Technology
Assistant Professor
Sep 2009 – Jan 2022
Lokmanya Tilak Jankalayn Shikshan Sansthas Lokmanya Tilak College of Engineering Sector No 4 Vikas Nagar Kopar Khairane Navi Mumbai
Engineering and Technology
Computer Science Information Systems

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Dr Anwesha Haldar East Calcutta Girls College
Dr Hardeep Kaur
Dr Hardeep Kaur CHANDIGARH UNIVERSITY
Dr Dhanya D
Dr Dhanya D Mar Ephraem College of Engineering and Technology
Dr Leena Mary
Dr Leena Mary Indian Institute of Information Technology, Kottayam
Dr Sanchita Ghosh
Dr Sanchita Ghosh N/A
Dr Ranjna Sirohi
Dr Ranjna Sirohi SKN AGRICULTURE UNIVERSITY, JOBNER
Dr Ritu Pandey
Dr Ritu Pandey Chandra Shekhar Azad University of Agriculture & Technology, Kanpur
Dr Monika Prakash Rai
Dr Monika Prakash Rai Motilal Nehru National Institute of Technology, Allahabad

Scholarly Work

Devising Efficient Algorithm for Detection of Image Tampering
Other
Role: Principal Investigator
Amount: ₹15,000
Duration: 2020 – Ongoing
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Scholarly Publications

Preface

Editorial
Year: 2021. Volume: 703 , Pages: v-vii .

Machine Learning Based Assessment and Predictive Analysis of In-Vitro Fertilization Success Rate

Open Access
Journal Article
EAI Endorsed Transactions on Pervasive Health and Technology. Year: 2024. Volume: 10 .
Authors: Mehta, V.; Mangla, M.; Sharma, N.; Rakhra, M.; Choudhury, T.; Krishna, G.R.
DOI 10.4108/eetpht.10.5511 Crossref Crossref: 5 Scopus Scopus: 3

Modelling of Diabetic Cases for Effective Prevalence Classification

Open Access
Journal Article
EAI Endorsed Transactions on Pervasive Health and Technology. Year: 2024. Volume: 10 .
Authors: Shah, S.; Mangla, M.; Sharma, N.; Choudhury, T.; Syamala, M.
DOI 10.4108/eetpht.10.5514

A Robust and Scalable Framework for Deepfake Detection Using ResNet18-Based Transfer Learning

Conference Paper
Year: 2027. Volume: 2097 LNNS , Pages: 229-239 .
Authors: Ankita Gupta; Nonita Sharma; Monika Mangla
DOI 10.1007/978-3-032-32476-4_16

Symmetry-guided explainable deep learning for colon cancer diagnosis: model benchmarking, cross-validation, statistical analysis, and explainability via ablation studies

Open Access
Journal Article
Frontiers in Artificial Intelligence. Year: 2026. Volume: 9 .
Authors: Anvaya Solanki; Dewansh Gopani; Monika Mangla; Nonita Sharma; Mu’azu Jibrin Musa; R. S. M. Lakshmi Patibandla
DOI 10.3389/frai.2026.1762636

Ensemble of Temporal Weighting, Causal Inference, and Hierarchical Attribution towards SHAP Optimization

Journal Article
JoVE JOURNAL BEHAVIOR. Year: 2025. Volume: 2025-November , Issue: 225 .
Authors: Archana Salaria; Manik Rakhra; Nonita Sharma; Monika Mangla; Fernando Moreira; Nishan Singh Bala
DOI 10.3791/69125

A novel deep copy stacked ensemble optimization technique for optimal predictive maintenance of air compressors

Journal Article
Iran Journal of Computer Science. Year: 2025. Volume: 8 , Issue: 2 , Pages: 379-391 .
Authors: Eshita Ojha; Nonita Sharma; Monika Mangla
DOI 10.1007/s42044-024-00225-5 Crossref Crossref: 1 Scopus Scopus: 1

EMPLOYING GENETIC ALGORITHM INSPIRED HYPERPARAMETER OPTIMIZATION IN MOBILE NET V2 ARCHITECTURE

Open Access
Journal Article
Proceedings on Engineering Sciences. Year: 2025. Volume: 7 , Issue: 1 , Pages: 587-600 .
Authors: Baljinder Kaur; Manik Rakhra; Nonita Sharma; Monika Mangla
DOI 10.24874/PES07.01D.015
Showing 1 to 8 of 126 publications