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G. Sateesh Babu
G. Sateesh Babu
Senior Scientist, Institute for Infocomm Research
E-mail confirmado em i2r.a-star.edu.sg
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Ano
Deep convolutional neural network based regression approach for estimation of remaining useful life
G Sateesh Babu, P Zhao, XL Li
Database Systems for Advanced Applications: 21st International Conference …, 2016
9522016
Meta-cognitive neural network for classification problems in a sequential learning framework
GS Babu, S Suresh
Neurocomputing 81, 86-96, 2012
1362012
Sequential Projection-Based Metacognitive Learning in a Radial Basis Function Network for Classification Problems
GS Babu, S Suresh
IEEE Transactions on Neural Networks and Learning Systems 24 (2), 194-206, 2013
1282013
Meta-cognitive RBF network and its projection based learning algorithm for classification problems
GS Babu, S Suresh
Applied Soft Computing 13 (1), 654-666, 2013
1152013
Parkinson’s disease prediction using gene expression–A projection based learning meta-cognitive neural classifier approach
GS Babu, S Suresh
Expert Systems with Applications 40 (5), 1519-1529, 2013
942013
Multimodal Multi-stream Deep Learning for Egocentric Activity Recognition
S Song, V Chandrasekhar, B Mandal, L Li, JH Lim, GS Babu, PP San, ...
CVPR Workshop on Egocentric Vision, 2016
932016
A novel PBL-McRBFN-RFE approach for identification of critical brain regions responsible for Parkinson’s disease
GS Babu, S Suresh, BS Mahanand
Expert Systems with Applications 41 (2), 478-488, 2014
682014
A projection based learning in meta-cognitive radial basis function network for classification problems
GS Babu, R Savitha, S Suresh
The 2012 international joint conference on neural networks (IJCNN), 1-8, 2012
252012
Identification of Imaging Biomarkers Responsible for Alzheimer’s Disease using a McRBFN Classifier
BS Mahanand, GS Babu, S Suresh, N Sundararajan
IEEE 75 (8.99), 74.76-7.12, 2015
172015
Alzheimer's disease detection using a projection based learning meta-cognitive RBF network
GS Babu, S Suresh, BS Mahanand
The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012
172012
Meta-cognitive q-Gaussian RBF network for binary classification: Application to mild cognitive impairment (MCI)
GS Babu, S Suresh, BS Mahanand
The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013
152013
A projection based learning meta-cognitive RBF network classifier for effective diagnosis of Parkinson’s disease
G Sateesh Babu, S Suresh, K Uma Sangumathi, HJ Kim
Advances in Neural Networks–ISNN 2012: 9th International Symposium on Neural …, 2012
152012
Meta-cognitive Regression Neural Network for Function Approximation: Application to Remaining Useful Life Estimation
GS Babu, XL Li, S Suresh
International Joint Conference on Neural Networks, 2016
142016
Meta-cognitive learning neural classifier for Alzheimer’s disease detection
BS Mahanand, GS Babu, S Suresh
Swarm, Evolutionary, and Memetic Computing: 5th International Conference …, 2015
62015
Pruning Convolutional Neural Networks for Image Instance Retrieval
G Manek, J Lin, V Chandrasekhar, L Duan, S Giduthuri, X Li, T Poggio
arXiv preprint arXiv:1707.05455, 2017
42017
A Sequential Projection Based Learning Meta-cognitive RBF Network Classifier: Application to Alzheimer’s Disease Detection
GS Babu, S Suresh, BS Mahanand
ICML Workshop on Clinical Data Analysis, Edinburgh, Scotland, UK, 2012, 2012
42012
Computer aided detection of imaging biomarkers for Alzheimer's disease
GS Babu, BS Mahanand
International Journal of Signal and Imaging Systems Engineering 12 (3), 108-118, 2021
2021
Meta-cognitive sequential learning in RBF network for diagnosis of neurodegenerative diseases
GS Babu
2014
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