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Publication search results
found 22 matches
- 2020
- Xinjie Lan, Kenneth E. Barner:
A Probabilistic Representation of Deep Learning for Improving The Information Theoretic Interpretability. CoRR abs/2010.14054 (2020) - 2011
- Huajin Tang, Haizhou Li:
Information Theoretic Learning: Reny's Entropy and Kernel Perspectives (Principe, J.; 2010) [Book Review]. IEEE Comput. Intell. Mag. 6(3): 60-62 (2011) - Pascual Pérez-Paredes:
Book review: Second Language Distance Learning and Teaching. Theoretical Perspectives and Didactic Ergonomics, BertinJean-Claude, GravéPatrick and Narcy-CombesJean-Paule. Hershey, PA: Information Science Reference, 2010. 258 pages. ISBN: 978-1-61520-707-7. Price: $180 US// €158.00. ReCALL 23(3): 311-315 (2011) - 2010
- Deisy Chelliah
, S. Baskar
, N. Ramaraj, J. Saravanan Koori, P. Jeevanandam:
A novel information theoretic-interact algorithm (IT-IN) for feature selection using three machine learning algorithms. Expert Syst. Appl. 37(12): 7589-7597 (2010) - Ryotaro Kamimura:
Information-theoretic enhancement learning and its application to visualization of self-organizing maps. Neurocomputing 73(13-15): 2642-2664 (2010) - Karthik Kuber, Chilukuri K. Mohan:
Information theoretic fitness measures for learning classifier systems. GECCO (Companion) 2010: 1885-1892 - Pablo A. Vera, Pablo A. Estévez
, José Carlos Príncipe:
Linear Projection Method Based on Information Theoretic Learning. ICANN (3) 2010: 178-187 - Ryotaro Kamimura:
Information-Theoretic Competitive and Cooperative Learning for Self-Organizing Maps. ICONIP (2) 2010: 423-430 - Ricardo J. Bessa
, Vladimiro Miranda
, José C. Príncipe, Audun Botterud, Jun Wang:
Information theoretic learning applied to wind power modeling. IJCNN 2010: 1-8 - Ryotaro Kamimura:
Explicit class structure produced by information-theoretic competitive and cooperative learning. NaBIC 2010: 628-633 - Deniz Erdogmus, Seungju Han, Abhishek Singh:
Algorithms for Entropy and Correntropy Adaptation with Applications to Linear Systems. Information Theoretic Learning 2010: 141-179 - Deniz Erdogmus, Weifeng Liu:
Adaptive Information Filtering with Error Entropy and Error Correntropy Criteria. Information Theoretic Learning 2010: 103-140 - Deniz Erdogmus, Rodney Morejon, Weifeng Liu:
Nonlinear Adaptive Filtering with MEE, MCC, and Applications. Information Theoretic Learning 2010: 181-218 - Deniz Erdogmus, Dongxin Xu, Kenneth E. Hild II:
Classification with EEC, Divergence Measures, and Error Bounds. Information Theoretic Learning 2010: 219-261 - Robert Jenssen, Sudhir Rao:
Clustering with ITL Principles. Information Theoretic Learning 2010: 263-298 - Weifeng Liu, Puskal P. Pokharel, Jian-Wu Xu, Sohan Seth:
Correntropy for Random Variables: Properties and Applications in Statistical Inference. Information Theoretic Learning 2010: 385-413 - Puskal P. Pokharel, Ignacio Santamaría, Jianwu Xu, Kyu-Hwa Jeong, Weifeng Liu:
Correntropy for Random Processes: Properties and Applications in Signal Processing. Information Theoretic Learning 2010: 415-455 - José C. Príncipe:
Information Theory, Machine Learning, and Reproducing Kernel Hilbert Spaces. Information Theoretic Learning 2010: 1-45 - Sudhir Rao, Deniz Erdogmus, Dongxin Xu, Kenneth E. Hild II:
Self-Organizing ITL Principles for Unsupervised Learning. Information Theoretic Learning 2010: 299-349 - Dongxin Xu, Deniz Erdogmus:
Renyi's Entropy, Divergence and Their Nonparametric Estimators. Information Theoretic Learning 2010: 47-102 - Jian-Wu Xu, Robert Jenssen, António R. C. Paiva, Il Park
:
A Reproducing Kernel Hilbert Space Framework for ITL. Information Theoretic Learning 2010: 351-384 - José C. Príncipe:
Information Theoretic Learning - Renyi's Entropy and Kernel Perspectives. Springer 2010, ISBN 978-1-4419-1569-6 [contents]
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