Search results for "Overtraining"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
92	P. J. Lyons	Biologically Inspired Models to Train Neural Networks.	Neural Comput. Appl.	2003	DBLP DOI BibTeX RDF	Overtraining, Optimisation, Learning algorithms, Pruning, Feedforward neural network, Neural network architecture
72	Shun-ichi Amari	Training Error, Generalization Error and Learning Curves in Neural Learning.	ANNES	1995	DBLP DOI BibTeX RDF	overtraining, training error, generalization error, learning curve
61	Yves Chauvin	Generalization Performance of Overtrained Back-Propagation Networks.	EURASIP Workshop	1990	DBLP DOI BibTeX RDF
41	Jem J. Rowland	Generalisation and Model Selection in Supervised Learning with Evolutionary Computation.	EvoWorkshops	2003	DBLP DOI BibTeX RDF
33		Overtraining.	Encyclopedia of Machine Learning and Data Mining	2017	DBLP DOI BibTeX RDF
33	Danilo S. Carvalho, Hugo C. C. Carneiro, Felipe M. G. França, Priscila M. V. Lima	B-bleaching: Agile Overtraining Avoidance in the WiSARD Weightless Neural Classifier.	ESANN	2013	DBLP BibTeX RDF
33	Jan Kodovský, Jessica J. Fridrich, Vojtech Holub	On dangers of overtraining steganography to incomplete cover model.	MM&Sec	2011	DBLP DOI BibTeX RDF
33		Overtraining.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
33	Jouko Lampinen, Timo Kostiainen	Overtraining and model selection with the self-organizing map.	IJCNN	1999	DBLP DOI BibTeX RDF
33	Igor V. Tetko, Alessandro E. P. Villa	An Enhancement of Generalization Ability in Cascade Correlation Algorithm by Avoidance of Overfitting/Overtraining Problem.	Neural Process. Lett.	1997	DBLP DOI BibTeX RDF
33	Shun-ichi Amari, Noboru Murata, Klaus-Robert Müller, Michael Finke, Howard Hua Yang	Asymptotic statistical theory of overtraining and cross-validation.	IEEE Trans. Neural Networks	1997	DBLP DOI BibTeX RDF
33	Igor V. Tetko, David J. Livingstone, Alexander I. Luik	Neural network studies, 1. Comparison of overfitting and overtraining.	J. Chem. Inf. Comput. Sci.	1995	DBLP DOI BibTeX RDF
33	Gustavo Deco, William Finnoff, Hans-Georg Zimmermann	Unsupervised Mutual Information Criterion for Elimination of Overtraining in Supervised Multilayer Networks.	Neural Comput.	1995	DBLP DOI BibTeX RDF
33	Zheru Chi	MLP classifiers: overtraining and solutions.	ICNN	1995	DBLP DOI BibTeX RDF
33	Goutam Chakraborty, Mitsuru Murakami, Norio Shiratori, Shoichi Noguchi	A growing network that optimizes between undertraining and overtraining.	ICNN	1995	DBLP DOI BibTeX RDF
33	Shun-ichi Amari, Noboru Murata, Klaus-Robert Müller, Michael Finke, Howard Hua Yang	Statistical Theory of Overtraining - Is Cross-Validation Asymptotically Effective?	NIPS	1995	DBLP BibTeX RDF
31	Marcin Wojnarski	Nondeterministic Discretization of Weights Improves Accuracy of Neural Networks.	ECML	2007	DBLP DOI BibTeX RDF	Overtraining, Generalization, Regularization, Overfitting
20	Enrique Romero, Josep M. Sopena	Performing Feature Selection With Multilayer Perceptrons.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
20	Michael R. Bastian, Jacob H. Gunther, Todd K. Moon	Sobolev Gradients and Neural Networks.	ICASSP	2008	DBLP DOI BibTeX RDF
20	Qinpei Zhao, Mantao Xu, Pasi Fränti	Knee Point Detection on Bayesian Information Criterion.	ICTAI (2)	2008	DBLP DOI BibTeX RDF
20	Artsiom Harol, Carmen Lai, Elzbieta Pekalska, Robert P. W. Duin	Pairwise feature evaluation for constructing reduced representations.	Pattern Anal. Appl.	2007	DBLP DOI BibTeX RDF	Pairwise feature evaluation, Feature selection, Pattern classification, Prototype selection
20	Alberto Guillén, Héctor Pomares, Jesús González 0001, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto	Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function Approximation Problems.	IWANN	2007	DBLP DOI BibTeX RDF
20	Humberto Mossri de Almeida, Marcos André Gonçalves, Marco Cristo, Pável Calado	A combined component approach for finding collection-adapted ranking functions based on genetic programming.	SIGIR	2007	DBLP DOI BibTeX RDF	machine learning, information retrieval, genetic programming, term-weighting, ranking functions
20	Eric Granger, Philippe Henniges, Luiz S. Oliveira, Robert Sabourin	Particle Swarm Optimization of Fuzzy ARTMAP Parameters.	IJCNN	2006	DBLP DOI BibTeX RDF
20	Ulf Johansson, Tuve Löfström, Rikard König, Lars Niklasson	Building Neural Network Ensembles using Genetic Programming.	IJCNN	2006	DBLP DOI BibTeX RDF
20	Elzbieta Pekalska, Artsiom Harol, Carmen Lai, Robert P. W. Duin	Pairwise Selection of Features and Prototypes.	CORES	2005	DBLP DOI BibTeX RDF
20	Elena P. Sapozhnikova, Wolfgang Rosenstiel	AFC: ART-Based Fuzzy Classifier.	KES	2003	DBLP DOI BibTeX RDF
20	Jin-Shiuh Taur, Chin-Wang Tao	A New Neuro-Fuzzy Classifier with Application to On-Line Face Detection and Recognition.	J. VLSI Signal Process.	2000	DBLP DOI BibTeX RDF	neuro-fuzzy classifier, pattern recognition, face recognition, face detection
20	Dechang Chen, Xiuzhen Cheng 0001	A Simple Implementation of the Stochastic Discrimination for Pattern Recognition.	SSPR/SPR	2000	DBLP DOI BibTeX RDF
20	Thomas Bernd, Markus Kleutges, Andreas Kroll	Nonlinear Black Box Modelling - Fuzzy Networks versus Neural Networks.	Neural Comput. Appl.	1999	DBLP DOI BibTeX RDF