Ministry of Education
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Manisha Saini

vidwan id: 246339
Female

Assistant Professor, Department of Computer Science and Engineering (FET)
Manav Rachna International Institute of Research and Studies

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Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 6
Books 0
Proceedings 0

Publications

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Scopus

Citations 187
h-index 4

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Citations 0
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Professional Recognition

2020

Awarded excellence in research award

Delhi technical University (DTU)
2019

Awarded as best mentor and dedicated faculty award

GD Goenka School of Engineering

Community & Membership

2021

IEEE Transactions on Neural Networks and Learning Systems

Reviewer
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Bio

She Is Working As Assistant Professor

Personal Details

  • Female
  • Assistant Professor , Manav Rachna International Institute of Research and Studies
  • MREI Campus: Sector – 43, Aravalli Hills, Delhi – Surajkund Road, Faridabad – 121004, (Haryana), India
M.Tech
Other Institute 2015
Assistant Professor Nov 2021 – Present
Manav Rachna International Institute of Research and Studies | Department of Computer Science and Engineering (FET)
Assistant Professor Aug 2015 – Sep 2021
G D Goenka University, Gurgaon

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Scholarly Work

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Scholarly Publications

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

Open Access
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
18

Deep transfer with minority data augmentation for imbalanced breast cancer dataset

Open Access
Article
Year: 2020. Volume: 97 .
Authors: Saini M.;Susan S.
DOI 10.1016/j.asoc.2020.106759
120

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

Open Access
Conference Paper
Year: 2019. Volume: 11867 LNCS , Pages: 409-420 .
Authors: Saini M.;Susan S.
DOI 10.1007/978-3-030-31332-6_36
36

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

Open Access
Conference Paper
Year: 2019. Volume: 1035 , Pages: 561-571 .
Authors: Saini M.;Susan S.
DOI 10.1007/978-981-13-9181-1_49
13

Performance Evaluation of features extracted from DWT domain

Open Access
book chapter
Year: 2018. Pages: pp. 257-265 .
Authors: Saini M.; Chhikara R.

DWT feature based blind image steganalysis using neural network classifier

Open Access
article
Year: 2015.
Authors: Saini M.;Rita Chhikara