Ministry of Education
Manisha Saini
VIDWAN ID: 246339

Mrs Manisha Saini

Female Master of Technology
Assistant Professor
G.D. GOENKA UNIVERSITY (2015 - 2021)
Haryana
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0003-4807-6787
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7 Publications
0 Projects
171 Scopus Citations
161 CrossRef
6 Years 2 Months Total Experience
Publications
7 Total
Articles
4
Proceedings
3
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Scopus Scopus
171 Citations
4 h-index
CrossRef CrossRef
161 Citations
4 h-index
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Professional Recognition

Awarded excellence in research award
2020
Delhi technical University (DTU)
Awarded as best mentor and dedicated faculty award
2019
GD Goenka School of Engineering

Community & Membership

IEEE Transactions on Neural Networks and Learning Systems
Reviewer
Jan 2021
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Personal Details

Master of Technology
2015
N/A
Assistant Professor
Aug 2015 – Sep 2021
G.D. GOENKA UNIVERSITY
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Work

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Scholarly Publications

Diabetic retinopathy screening using deep learning for multi-class imbalanced datasets

Journal Article
Computers in Biology and Medicine. Year: 2022. Volume: 149 , Pages: 105989 .
Authors: Saini, Manisha; Susan, Seba
DOI 10.1016/J.COMPBIOMED.2022.105989 Crossref Crossref: 71 Scopus Scopus: 73

VGGIN-Net: Deep Transfer Network for Imbalanced Breast Cancer Dataset

Journal Article
IEEE/ACM Transactions on Computational Biology and Bioinformatics. Year: 2022. Volume: 20 , Issue: 1 , Pages: 752-762 .
Authors: Saini, M.; Susan, S.
DOI 10.1109/TCBB.2022.3163277 Crossref Crossref: 61 Scopus Scopus: 65

Bag-of-Visual-Words codebook generation using deep features for effective classification of imbalanced multi-class image datasets

Journal Article
Multimedia Tools and Applications. Year: 2021. Volume: 80 , Issue: 14 , Pages: 20821-20847 .
Authors: Saini, M.; Susan, S.
DOI 10.1007/s11042-021-10612-w Crossref Crossref: 18 Scopus Scopus: 19

Comparison of Deep Learning, Data Augmentation and Bag of-Visual-Words for Classification of Imbalanced Image Datasets

Conference Paper
Year: 2019. Volume: 1035 , Pages: 561-571 .
Authors: Manisha Saini; Seba Susan
DOI 10.1007/978-981-13-9181-1_49 Crossref Crossref: 11 Scopus Scopus: 14

Ensemble learning-based prediction of energy and exergy performance in nanofluid-driven parabolic trough solar collectors

Journal Article
Interactions. Year: 2026. Volume: 247 , Issue: 1 , Pages: 224 .
Authors: Himanshu Upreti; Ankita Pandey; Manisha Saini; Ziya Uddin
DOI 10.1007/s10751-026-02566-y

Data Augmentation of Minority Class with Transfer Learning for Classification of Imbalanced Breast Cancer Dataset Using Inception-V3

Conference Paper
Pattern Recognition and Image Analysis. Year: 2019.

DWT Feature based Blind Image Steganalysis using Neural Network Classifier

Conference Paper
Year: 2015.