Theo dõi
Chandan Gautam
Chandan Gautam
Research Scietinst, A*STAR
Email được xác minh tại i2r.a-star.edu.sg - Trang chủ
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Data imputation via evolutionary computation, clustering and a neural network
C Gautam, V Ravi
Neurocomputing 156, 134-142, 2015
992015
Localized multiple kernel learning for anomaly detection: One-class classification
C Gautam, R Balaji, K Sudharsan, A Tiwari, K Ahuja
Knowledge-Based Systems 165, 241-252, 2019
582019
Comprehensive evaluation of twin SVM based classifiers on UCI datasets
M Tanveer, C Gautam, PN Suganthan
Applied Soft Computing 83, 105617, 2019
552019
On the construction of extreme learning machine for online and offline one-class classification—An expanded toolbox
C Gautam, A Tiwari, Q Leng
Neurocomputing 261, 126-143, 2017
542017
Counter propagation auto-associative neural network based data imputation
C Gautam, V Ravi
Information Sciences 325, 288-299, 2015
292015
Adaptive online learning with regularized kernel for one-class classification
C Gautam, A Tiwari, S Suresh, K Ahuja
IEEE Transactions on Systems, Man, and Cybernetics: Systems 51 (3), 1917-1932, 2019
282019
Minimum variance-embedded deep kernel regularized least squares method for one-class classification and its applications to biomedical data
C Gautam, PK Mishra, A Tiwari, B Richhariya, HM Pandey, S Wang, ...
Neural Networks 123, 191-216, 2020
272020
KOC+: Kernel ridge regression based one-class classification using privileged information
C Gautam, A Tiwari, M Tanveer
Information Sciences 504, 324-333, 2019
21*2019
Evolving clustering based data imputation
C Gautam, V Ravi
2014 International Conference on Circuits, Power and Computing Technologies …, 2014
192014
Online and semi-online sentiment classification
K Ravi, V Ravi, C Gautam
International Conference on Computing, Communication & Automation, 938-943, 2015
172015
Tf-gczsl: Task-free generalized continual zero-shot learning
C Gautam, S Parameswaran, A Mishra, S Sundaram
Neural Networks 155, 487-497, 2022
162022
Generative replay-based continual zero-shot learning
C Gautam, S Parameswaran, A Mishra, S Sundaram
Towards Human Brain Inspired Lifelong Learning, 73-100, 2024
142024
Generalized continual zero-shot learning
C Gautam, S Parameswaran, A Mishra, S Sundaram
arXiv preprint arXiv:2011.08508, 2020
142020
Keystroke user recognition through extreme learning machine and evolving cluster method
S Ravindran, C Gautam, A Tiwari
2015 IEEE International Conference on Computational Intelligence and …, 2015
112015
AEKOC+: Kernel ridge regression-based auto-encoder for one-class classification using privileged information
C Gautam, A Tiwari, M Tanveer
Cognitive Computation 12 (2), 412-425, 2020
92020
On the construction of extreme learning machine for one class classifier
C Gautam, A Tiwari
Proceedings of ELM-2015 Volume 1: Theory, Algorithms and Applications (I …, 2016
82016
Minimum variance embedded auto-associative kernel extreme learning machine for one-class classification
PK Mishra, C Gautam, A Tiwari
Neural Computing and Applications 33, 12973-12987, 2021
72021
Online lifelong generalized zero-shot learning
C Gautam, S Parameswaran, A Mishra, S Sundaram
arXiv preprint arXiv:2103.10741, 2021
62021
A fast adaptive classification approach using kernel ridge regression and clustering for non-stationary data stream
C Gautam, R Bansal, R Garg, V Agarwalla, A Tiwari
Machine Intelligence and Signal Analysis, 739-751, 2019
42019
Localized multiple kernel support vector data description
C Gautam, A Tiwari
2018 IEEE International Conference on Data Mining Workshops (ICDMW), 1514-1521, 2018
42018
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