Ministry of Education
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Dr Gunavathi C

vidwan id: 190999
Female

Associate Professor, School of Information Technology and Engineering
Vellore Institute of Technology, Vellore

Orchid Icon 0000-0002-4996-069X Google Scholar Icon 56708814100 Researcher Icon K-7182-2017 Google Scholar Icon I19waVEAAAAJ

Expertise

  • Computer Science Theory and Methods

Publications

Total Articles 17
Books 0
Proceedings 0

Publications

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Scopus

Citations 81
h-index 5

CrossRef

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Citations 43
h-index 3
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Professional Recognition

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Community & Membership

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Bio

Data Mining, Bioinformatics, Machine Learning

Personal Details

  • Female
  • Associate Professor , Vellore Institute of Technology, Vellore
  • Vellore Institute of Technology
PhD
Other Institute 2015
Associate Professor Jun 2016 – Present
Vellore Institute of Technology, Vellore | School of Information Technology and Engineering

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Co-Authors (8)

Gopinath

Dr Gopinath P

Vellore Institute of Technology, Vellore

Arunkumar M S

Dr Arunkumar M S

Vel Tech Rangarajan Dr. Sagunthala R & D Institute of Science & Technology, Chennai

Jayanthi

Prof Jayanthi K B

KS Rangasamy College of Technology (Autonomous)

Rajeev

Dr Rajeev Kumar

National Institute of Technology, Hamirpur

Pravin

Dr Pravin Sonsare

Shri Ramdeobaba College of Engineering and Management, Nagpur

Srinivas

Dr Srinivas Koppu

Vellore Institute of Technology, Vellore

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Dr Swarna Priya Ramu

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Dr Venketesh Palanisamy

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Scholarly Work

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Scholarly Publications

Corrigendum to “Investigation of machine learning techniques on proteomics: A comprehensive survey (Progress in Biophysics and Molecular Biology (2019) 149 (54–69), (S0079610719301385), (10.1016/j.pbiomolbio.2019.09.004))

Open Access
Erratum
Progress in Biophysics and Molecular Biology. Year: 2022. Volume: 171 , Pages: 29 .
Authors: Sonsare P.M.;Gunavathi C.
DOI 10.1016/j.pbiomolbio.2022.03.003

Optimization based Long Short Term Memory Network for Protein Structure Prediction

Open Access
journal-article
U.Porto Journal of Engineering. Year: 2022. Volume: 8 , Issue: 2 , Pages: 108-120 .
Authors: Pravinkumar Sonsare;Gunavathi C.
DOI 10.24840/2183-6493_008.002_0009

Cascading 1D-Convnet Bidirectional Long Short Term Memory Network with Modified COCOB Optimizer: A Novel Approach for Protein Secondary Structure Prediction

Open Access
journal-article
Chaos, Solitons & Fractals. Year: 2021. Volume: 153 .
Authors: Pravinkumar M. Sonsare;Gunavathi C
DOI 10.1016/j.chaos.2021.111446

A review on convolutional neural network based deep learning methods in gene expression data for disease diagnosis

Open Access
Conference Paper
Year: 2021. Volume: 45 , Pages: 2282-2285 .
Authors: Gunavathi C.;Sivasubramanian K.;Keerthika P.;Paramasivam C.
DOI 10.1016/j.matpr.2020.10.263
5

An intelligent bio-inspired system for detection and prediction of osteoporosis

Open Access
Conference Paper
Year: 2021. Volume: 45 , Pages: 2010-2016 .
Authors: Keerthika P.;Suresh P.;Devi R.M.;Gunavathi C.;Senapathi T.;Kumar R.P.;Nikhil V.
DOI 10.1016/j.matpr.2020.09.477
4

High Utility Infrequent Itemset Mining Using a Customized Ant Colony Algorithm

Open Access
Article
International Journal of Parallel Programming. Year: 2020. Volume: 48 , Issue: 5 , Pages: 833-849 .
Authors: Arunkumar M.S.;Suresh P.;Gunavathi C.
DOI 10.1007/s10766-018-0621-7
16 6

Big data analysis for anomaly detection in telecommunication using clustering techniques

Open Access
Conference Paper
Year: 2019. Volume: 862 , Pages: 111-121 .
Authors: Gunavathi C.;Swarna Priya R.;Aarthy S.
DOI 10.1007/978-981-13-3329-3_11
2 2

Periodicity mining, “a time inference over high utility item set mining” – A study

Open Access
Article
Year: 2019. Volume: 7 , Issue: 4 , Pages: 59-65 .
Authors: Arunkumar M.S.;Suresh P.;Gunavathi C.;Preethi S.