Ministry of Education
S Sumitra
VIDWAN ID: 165506

Dr S Sumitra

Female Doctor of Philosophy
Professor | Department of Mathematics
Indian Institute of Space Science and Technology, Thiruvananthapuram
Kerala
Expertise: Computer Science Information Systems
ORCID 0000-0002-0461-9789 Scopus 56565410500 ResearcherID GFC-2376-2022 Google Scholar kkOlkIUAAAAJ
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43 Publications
0 Projects
155 Scopus Citations
145 CrossRef
14 Years 3 Months Total Experience
Publications
43 Total
Articles
28
Chapters
1
Proceedings
14
Activity

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Scopus Scopus
155 Citations
6 h-index
CrossRef CrossRef
145 Citations
6 h-index
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Professional Recognition

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Community & Membership

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IEEE
Senior Member
Jan 2023
AAAI
Member
ACM
Member

Personal Details

Doctor of Philosophy
N/A
Professor
Jan 2025 – Present
Indian Institute of Space Science and Technology, Thiruvananthapuram | Department of Mathematics
Associate Professor
Jan 2018 – Jan 2025
Indian Institute of Space Science and Technology, Thiruvananthapuram | Department of Mathematics
Assistant Professor
Jun 2012 – Jan 2018
Indian Institute of Space Science and Technology, Thiruvananthapuram | Department of Mathematics
Engineering and Technology
Computer Science Information Systems

Related Profiles

Scholarly Work

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Formulation Multiple Kernel Learning Using Composite Architectures

University Indian Institute of Space Science and Technology
Year 2019
Downloads 0

Formulation of Learning Algorithms for Graph Data Classification

University Indian Institute of Space Science and Technology
Year 2023
Downloads 0
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Scholarly Publications

Formulation of Two Stage Multiple Kernel Learning Using Regression Framework

Conference Paper
Year: 2017. Pages: 61-68 .
Authors: Shiju, S.S.; Salim, A.; Sumitra, S.
DOI 10.1007/978-3-319-69900-4_8

An efficient scheme based on graph centrality to select nodes for training for effective learning

Other
Year: 2021.
Authors: Sandeep, C.R.; Salim, A.; Sethunadh, R.; Sumitra, S.
DOI 10.48550/arxiv.2104.14123

Disentanglement based Active Learning

Conference Paper
Year: 2021. Pages: 1-8 .
Authors: Kappiyath, A.; Silpa, V.S.; Sumitra, S.
DOI 10.1109/IJCNN52387.2021.9534033

Self-supervised enhancement of latent discovery in GANs

Other
Year: 2021.
Authors: Sreelatha, S.V.; Kappiyath, A.; Sumitra, S.
DOI 10.48550/arxiv.2112.08835

Unsupervised MKL in multi-layer kernel machines

Other
Year: 2021.
Authors: Meethal, A.; Asharaf, S.; Sumitra, S.
DOI 10.48550/arxiv.2111.13769

Design of multi-view graph embedding using multiple kernel learning

Journal Article
Engineering Applications of Artificial Intelligence. Year: 2020. Volume: 90 , Pages: 103534 .
Authors: Salim, A.; Shiju, S.S.; Sumitra, S.
DOI 10.1016/j.engappai.2020.103534 Crossref Crossref: 16 Scopus Scopus: 17

Framework for designing filters of spectral graph convolutional neural networks in the context of Regularization Theory

Other
Year: 2020.
Authors: Salim, A.; Sumitra, S.
DOI 10.48550/arxiv.2009.13801

Kernel collaborative online algorithms for multi-task learning

Journal Article
Annals of Mathematics and Artificial Intelligence. Year: 2019. Volume: 86 , Issue: 4 , Pages: 269-286 .
Authors: A. Aravindh; S. S. Shiju; S. Sumitra
DOI 10.1007/s10472-019-09650-w Crossref Crossref: 2 Scopus Scopus: 2
Showing 1 to 8 of 43 publications