Ministry of Education
Manomita Chakraborty
VIDWAN ID: 268504

Dr Manomita Chakraborty

Female Doctor of Philosophy
Assistant Professor - Senior Scale
Vellore Institute of Technology, Vellore
Andhra Pradesh
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0002-0285-6721 Scopus 57190687202 ResearcherID ABA-5741-2021 Google Scholar ySKIYR8AAAAJ
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36 Publications
0 Projects
445 Scopus Citations
384 CrossRef
5 Years 4 Months Total Experience
Publications
36 Total
Articles
19
Proceedings
17
Activity

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Scopus Scopus
445 Citations
12 h-index
CrossRef CrossRef
384 Citations
12 h-index
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Professional Recognition

Young Scientist Award
2021
International Scientist Awards on Engineering, Science and Medicine

Community & Membership

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ACM
Professional
Jan 2022
IEEE
Senior
Jan 2023

Personal Details

Doctor of Philosophy
2021
N/A
Master of Technology
2015
N/A
Bachelor of Engineering
2013
N/A
Assistant Professor - Senior Scale
May 2021 – Present
Vellore Institute of Technology, Vellore
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Work

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Scholarly Publications

Machine Learning Expert System for Breast Cancer Detection

Conference Paper
Year: 2025. Volume: 1307 LNNS , Pages: 267-280 .
Authors: Rajdeep Paul; Saroj Kr. Biswas; Biswajit Purkayastha; Arpita Nath Boruah; Manomita Chakraborty; Akhil Kr. Das
DOI 10.1007/978-981-96-3860-4_22

Symbolic Interpretation of Trained Neural Network Ensembles

Journal Article
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. Year: 2024. Volume: 32 , Issue: 5 , Pages: 695-719 .
Authors: Manomita Chakraborty
DOI 10.1142/S0218488524500168 Scopus Scopus: 1

Rule extraction from convolutional neural networks for heart disease prediction

Journal Article
Biomedical Engineering Letters. Year: 2024. Volume: 14 , Issue: 4 , Pages: 649-661 .
Authors: Manomita Chakraborty
DOI 10.1007/s13534-024-00358-3 Crossref Crossref: 17 Scopus Scopus: 17

Explainable Neural Networks: Achieving Interpretability in Neural Models

Journal Article
Archives of Computational Methods in Engineering. Year: 2024. Volume: 31 , Issue: 6 , Pages: 3535-3550 .
Authors: Manomita Chakraborty
DOI 10.1007/s11831-024-10089-4 Crossref Crossref: 7 Scopus Scopus: 8

Enhancing Sentiment Analysis and Rating Prediction Using the Review Text Granularity (RTG) Model

Open Access
Journal Article
IEEE Access. Year: 2025. Volume: 13 , Pages: 20071-20100 .
Authors: Rajesh Garapati; Manomita Chakraborty
DOI 10.1109/ACCESS.2025.3534261 Crossref Crossref: 5 Scopus Scopus: 7

Recommender systems in the digital age: a comprehensive review of methods, challenges, and applications

Review
Knowledge and Information Systems. Year: 2025. Volume: 67 , Issue: 8 , Pages: 6367-6411 .
Authors: Rajesh Garapati; Manomita Chakraborty
DOI 10.1007/s10115-025-02453-y Crossref Crossref: 13 Scopus Scopus: 14

Unlocking the Potential of Context: A Contextual Neural Collaborative Filtering Framework for Rating Prediction

Journal Article
COMPUTATIONAL INTELLIGENCE. Year: 2025. Volume: 41 , Issue: 6 .
Authors: Rajesh Garapati; Manomita Chakraborty
DOI 10.1111/coin.70162 Crossref Crossref: 2 Scopus Scopus: 2

A Review on Sign Language Recognition (SLR) System: ML and DL for SLR

Conference Paper
Year: 2021. Pages: 177-182 .
Authors: Soumen Das; Saroj kr. Biswas; Manomita Chakraborty; Biswajit Purkayastha
DOI 10.1109/ICISSGT52025.2021.00045 Crossref Crossref: 9 Scopus Scopus: 10
Showing 1 to 8 of 36 publications