S. Sumitra
Title
Cited by
Cited by
Year
Classification NanoSAR development for cytotoxicity of metal oxide nanoparticles
R Liu, R Rallo, S George, Z Ji, S Nair, AE Nel, Y Cohen
Small 7 (8), 1118-1126, 2011
1642011
Self-organizing map analysis of toxicity-related cell signaling pathways for metal and metal oxide nanoparticles
R Rallo, B France, R Liu, S Nair, S George, R Damoiseaux, F Giralt, A Nel, ...
Environmental science & technology 45 (4), 1695-1702, 2011
882011
The application of machine learning algorithms to the analysis of electromyographic patterns from arthritic patients
SS Nair, RM French, D Laroche, E Thomas
IEEE Transactions on Neural Systems and Rehabilitation Engineering 18 (2 …, 2009
662009
Design of multi-view graph embedding using multiple kernel learning
A Salim, SS Shiju, S Sumitra
Engineering Applications of Artificial Intelligence 90, 103534, 2020
52020
Multiple kernel learning using composite kernel functions
SS Shiju, A Salim, S Sumitra
Engineering Applications of Artificial Intelligence 64, 391-400, 2017
52017
Structural Health Monitoring of Cantilever Beam, a Case Study—Using Bayesian Neural Network and Deep Learning
R Vashisht, H Viji, T Sundararajan, D Mohankumar, S Sumitra
Structural Integrity Assessment, 749-761, 2020
42020
Function estimation using kernel methods for large data sets
SS Nair
University of Sheffield, 2007
42007
Supervised pre-clustering for sparse regression
SS Nair, TJ Dodd
International Journal of Systems Science 46 (7), 1161-1171, 2015
32015
Gradient based methods: Functional vs parametric forms
TJ Dodd, S Nair, RF Harrison
IFAC Proceedings Volumes 38 (1), 704-709, 2005
32005
Effectiveness of representation and length variation of shortest paths in graph classification
A Salim, SS Shiju, S Sumitra
International Conference on Pattern Recognition and Machine Intelligence …, 2017
12017
Multiple kernel learning using single stage function approximation for binary classification problems
SS Shiju, S Sumitra
International Journal of Systems Science 48, 3569-3580, 2017
12017
Effect of the order of parameterisation in gradient learning for kernel methods
TJ Dodd, S Nair, RF Harrison
IET control theory & applications 4 (10), 2141-2151, 2010
12010
Disentanglement based Active Learning
A Kappiyath, VS Silpa, S Sumitra
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
2021
Selecting the Points for Training using Graph Centrality
S CR, A Salim
arXiv preprint arXiv:2104.14123, 2021
2021
Kernel Collaborative Online Algorithms for Multi-Task Learning
A Aravindh, SS Shiju, S Sumitra
Annals of Mathematics and Artificial Intelligence, 2019
2019
Formulation of Two Stage Multiple Kernel Learning Using Regression Framework
SS Shiju, A Salim, S Sumitra
International Conference on Pattern Recognition and Machine Intelligence, 61-68, 2017
2017
Kernel Online Multi-task Learning
S Sumitra, A Aravindh
Computational Intelligence, Cyber Security and Computational Models, 55-64, 2016
2016
Comparative study of similarity measures for launch vehicle telemetry data
S Manusubramanian, S Sumitra, J Samuel
International Conference on Information Communication and Embedded Systems …, 2014
2014
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