Ministry of Education
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Dr Manu Madhavan

vidwan id: 594853
Male

Assistant Professor (Grade-II), Department of Computer Science and Engineering
Indian Institute of Information Technology, Kottayam

Orchid Icon 0000-0003-1367-5640 Google Scholar Icon 57203119273 Researcher Icon AAY-1493-2021 Google Scholar Icon mozeNIsAAAAJ

Expertise

  • Computer Science Software Engineering

Publications

Total Articles 16
Books 0
Proceedings 0

Publications

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Scopus

Citations 47
h-index 4

CrossRef

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Citations 0
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Professional Recognition

2021

NPTEL Domain star in CSE discipline

NPTEL

Community & Membership

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Bioclues

2021
Life Member

Association of Computing Machinaries (ACM)

2020
Professional Member

Bio

Machine Learning, NLP, and Bioinformatics

Personal Details

  • Male
  • Assistant Professor (Grade-II) , Indian Institute of Information Technology, Kottayam
  • Department of Computer Science and Engineering, Indian Institute of Information Technology Kottayam
PhD
National Institute of Technology Calicut 2021
M.Tech
Other Institute 2013
B.Tech
Other Institute 2010
Assistant Professor (Grade-II) Jul 2022 – Present
Indian Institute of Information Technology, Kottayam | Department of Computer Science and Engineering
Assistant Professor Mar 2020 – Jul 2022
Amrita Vishwa Vidyapeetham, Coimbatore

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Co-Authors (3)

G

Dr G Gopa Kumar

National Institute of Technology Calicut

Jayakrushna

Dr Jayakrushna Sahoo

Indian Institute of Information Technology, Kottayam

R

Dr R Sunitha

National Institute of Technology Calicut

Scholarly Work

Lexical Semantics of Sanskrit Verbs: An online thessurus based on Kriyanighantu

Funding Agency: Central Sanskrit University

Principle Investigator

1,000,000

2024 - Ongoing

Ongoing
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Scholarly Publications

Transformer-based models for uncovering genetic mutations in cancerous and non-cancerous genomes

Open Access
Article
Year: 2025. Volume: 963 .
Authors: M.P. A.;K.S. A.;Madhavan M.
DOI 10.1016/j.gene.2025.149460

Teaching NLP in the Age of Large Language Models: Challenges and Strategies for Indian Universities

Open Access
Conference Paper
Year: 2025. Volume: 2400 CCIS , Pages: 161-169 .
Authors: Madhavan M.;Kleenankandy J.
DOI 10.1007/978-3-031-84391-4_13

Beyond Primary Sequences: Assessing Secondary Structure Contributions in Protein Classification

Open Access
Conference Paper
Year: 2025.
Authors: Preveena K.V.;Madhavan M.
DOI 10.1109/AIMLA63829.2025.11040958

Wav2vec-Based Intelligent Music Recommendation from Text Emotions

Open Access
Conference Paper
Year: 2025.
Authors: Hiba Thanzeela M.;Deepak S.;Madhavan M.;Sinith M.S.
DOI 10.1109/ICCC64910.2025.11077244

CNN-BLSTM based deep learning framework for eukaryotic kinome classification: An explainability based approach

Open Access
Article
Computational Biology and Chemistry. Year: 2024. Volume: 112 .
Authors: John C.;Sahoo J.;Sajan I.K.;Madhavan M.;Mathew O.K.
DOI 10.1016/j.compbiolchem.2024.108169
2

Convolutional Neural Networks: A Promising Deep Learning Architecture for Biological Sequence Analysis

Open Access
Review
Current Bioinformatics. Year: 2023. Volume: 18 , Issue: 7 , Pages: 537-558 .
Authors: John C.;Sahoo J.;Madhavan M.;Mathew O.K.
DOI 10.2174/1574893618666230320103421
9

DBNLDA: Deep Belief Network based representation learning for lncRNA-disease association prediction

Open Access
Article
Applied Intelligence. Year: 2022. Volume: 52 , Issue: 5 , Pages: 5342-5352 .
Authors: Madhavan M.;Gopakumar G.
DOI 10.1007/s10489-021-02675-x
11

Identification of Oscillatory Modes in Power System Using Deep Learning Approach

Open Access
Article
IEEE Access. Year: 2022. Volume: 10 , Pages: 16556-16565 .
Authors: Satheesh R.;Chakkungal N.;Rajan S.;Madhavan M.;Alhelou H.H.
DOI 10.1109/ACCESS.2022.3149472
14