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S. Sumitra

Orcid: 0000-0002-0461-9789

Affiliations:
  • Indian Institute of Space Science and Technology, Department of Mathematics, Thiruvananthapuram, India


According to our database1, S. Sumitra authored at least 19 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2024
IIST BCI Dataset-5 for Malayalam Vowels and Consonants.
[BibTeX]
[DOI]
Nancy Sunil
,
Parvathy S. S.
,
Shubham Tayade
,
Chittaloori Likhitha
,
S. Sumitra
,
B. S. Manoj
Dataset, May, 2024

IIST BCI Dataset-3 for 100 Malayalam Words.
[BibTeX]
[DOI]
Parvathy S. S.
,
Nancy Sunil
,
Shubham Tayade
,
Chittaloori Likhitha
,
S. Sumitra
,
B. S. Manoj
Dataset, May, 2024

Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory.
[BibTeX]
[DOI]
Asif Salim
,
S. Sumitra
IEEE Trans. Neural Networks Learn. Syst., April, 2024

IIST BCI Dataset-1 for Selected Common Malayalam Words.
[BibTeX]
[DOI]
Parvathi Nair
,
Parvathy S. S.
,
Nancy Sunil
,
Anurag Mukati
,
Charu Chauhan
,
S. Sumitra
,
B. S. Manoj
Dataset, January, 2024

2023
Neighborhood Preserving Kernels for Attributed Graphs.
[BibTeX]
[DOI]
Asif Salim
,
S. S. Shiju
,
S. Sumitra
IEEE Trans. Pattern Anal. Mach. Intell., 2023

2022
Graph kernels based on optimal node assignment.
[BibTeX]
[DOI]
Asif Salim
,
S. S. Shiju
,
S. Sumitra
Knowl. Based Syst., 2022

On safe sequential optimization using posterior sampling.
[BibTeX]
[DOI]
Pratik Kar
,
Vineeth Bala Sukumaran
,
S. Sumitra
Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022

Self-Supervised Enhancement of Latent Discovery in GANs.
[BibTeX]
[DOI]
Adarsh Kappiyath
,
Silpa Vadakkeeveetil Sreelatha
,
S. Sumitra
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Selecting the Points for Training using Graph Centrality.
[BibTeX]
[DOI]
Sandeep CR
,
Asif Salim
,
Sumitra Sarada
CoRR, 2021

Disentanglement based Active Learning.
[BibTeX]
[DOI]
Adarsh Kappiyath
,
Silpa V. S
,
S. Sumitra
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Design of multi-view graph embedding using multiple kernel learning.
[BibTeX]
[DOI]
Asif Salim
,
S. S. Shiju
,
S. Sumitra
Eng. Appl. Artif. Intell., 2020

Framework for Designing Filters of Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory.
[BibTeX]
[DOI]
Asif Salim
,
S. Sumitra
CoRR, 2020

2019
Disentanglement based Active Learning.
[BibTeX]
[DOI]
Silpa V. S
,
Adarsh K
,
S. Sumitra
,
Raju K. George
CoRR, 2019

Structural Health Monitoring of Cantilever Beam, a Case Study - Using Bayesian Neural Network AND Deep Learning.
[BibTeX]
[DOI]
Rahul Vashisht
,
H. Viji
,
T. Sundararajan
,
D. Mohankumar
,
S. Sumitra
CoRR, 2019

Kernel collaborative online algorithms for multi-task learning.
[BibTeX]
[DOI]
A. Aravindh
,
S. S. Shiju
,
S. Sumitra
Ann. Math. Artif. Intell., 2019

2017
Multiple kernel learning using single stage function approximation for binary classification problems.
[BibTeX]
[DOI]
Shiju S. S.
,
S. Sumitra
Int. J. Syst. Sci., 2017

Multiple kernel learning using composite kernel functions.
[BibTeX]
[DOI]
Shiju S. S.
,
Asif Salim
,
S. Sumitra
Eng. Appl. Artif. Intell., 2017

Formulation of Two Stage Multiple Kernel Learning Using Regression Framework.
[BibTeX]
[DOI]
S. S. Shiju
,
Asif Salim
,
S. Sumitra
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Effectiveness of Representation and Length Variation of Shortest Paths in Graph Classification.
[BibTeX]
[DOI]
Asif Salim
,
S. S. Shiju
,
S. Sumitra
Proceedings of the Pattern Recognition and Machine Intelligence, 2017


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