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 | 185 | 2011 |
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 | 101 | 2011 |
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 | 88 | 2009 |
Design of multi-view graph embedding using multiple kernel learning A Salim, SS Shiju, S Sumitra Engineering Applications of Artificial Intelligence 90, 103534, 2020 | 16 | 2020 |
Multiple kernel learning using composite kernel functions SS Shiju, A Salim, S Sumitra Engineering Applications of Artificial Intelligence 64, 391-400, 2017 | 9 | 2017 |
Graph kernels based on optimal node assignment A Salim, SS Shiju, S Sumitra Knowledge-Based Systems 244, 108519, 2022 | 6 | 2022 |
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: Proceedings of ICONS 2018, 749-761, 2020 | 6 | 2020 |
Spectral graph convolutional neural networks in the context of regularization theory A Salim, S Sumitra IEEE Transactions on Neural Networks and Learning Systems, 2022 | 4 | 2022 |
Function estimation using kernel methods for large data sets SS Nair University of Sheffield, 2007 | 4 | 2007 |
Effectiveness of representation and length variation of shortest paths in graph classification A Salim, SS Shiju, S Sumitra Pattern Recognition and Machine Intelligence: 7th International Conference …, 2017 | 3 | 2017 |
Supervised pre-clustering for sparse regression SS Nair, TJ Dodd International Journal of Systems Science 46 (7), 1161-1171, 2015 | 3 | 2015 |
Gradient based methods: Functional vs parametric forms TJ Dodd, S Nair, RF Harrison IFAC Proceedings Volumes 38 (1), 704-709, 2005 | 3 | 2005 |
Self-supervised enhancement of latent discovery in gans A Kappiyath, SV Sreelatha, S Sumitra Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7078-7086, 2022 | 2 | 2022 |
An efficient scheme based on graph centrality to select nodes for training for effective learning CR Sandeep, A Salim, R Sethunadh, S Sumitra arXiv preprint arXiv:2104.14123, 2021 | 2 | 2021 |
Kernel Collaborative Online Algorithms for Multi-Task Learning A Aravindh, SS Shiju, S Sumitra Annals of Mathematics and Artificial Intelligence, 2019 | 2 | 2019 |
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 | 2 | 2017 |
Neighborhood Preserving Kernels for Attributed Graphs A Salim, SS Shiju, S Sumitra IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (1), 828-840, 2022 | 1 | 2022 |
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 | 1 | 2010 |
IIST BCI Dataset-2 for Selected Common Marathi Words S Tayade, SS Parvathy, N Sunil, C Chauhan, S Sumitra, BS Manoj Authorea Preprints, 2024 | | 2024 |
IIST BCI Dataset-1 for Selected Common Malayalam Words P Nair, SS Parvathy, N Sunil, A Mukati, C Chauhan, S Sumitra, BS Manoj Authorea Preprints, 2024 | | 2024 |