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Information Theoretic Learning and local modeling for binary and multiclass classification.

, , , and . Prog. Artif. Intell., 1 (4): 315-328 (2012)

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A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis with Automatic Regularization., , and . IWANN (1), volume 5517 of Lecture Notes in Computer Science, page 157-164. Springer, (2009)A Fast Classification Algorithm Based on Local Models., , and . IDEAL, volume 4224 of Lecture Notes in Computer Science, page 249-256. Springer, (2006)A Linear Learning Method for Multilayer Perceptrons Using Least-Squares., , , and . IDEAL, volume 4881 of Lecture Notes in Computer Science, page 365-374. Springer, (2007)A Bayesian Neural Network Approach for Sleep Apnea Classification., , , , and . AIME, volume 2780 of Lecture Notes in Computer Science, page 284-293. Springer, (2003)Conversion methods for symbolic features: A comparison applied to an intrusion detection problem., , , and . Expert Syst. Appl., 36 (7): 10612-10617 (2009)A study of performance on microarray data sets for a classifier based on information theoretic learning., , , and . Neural Networks, 24 (8): 888-896 (2011)Explained anomaly detection in text reviews: Can subjective scenarios be correctly evaluated?, , and . CoRR, (2023)FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks., , , and . Future Gener. Comput. Syst., (December 2023)Modeling consumption of contents and advertising in online newspapers., , , and . ESANN, (2014)LANN-DSVD: A privacy-preserving distributed algorithm for machine learning., , , and . ESANN, (2018)