Search results for "cross-validation"

Hits ?▲	Authors	Title	Venue	Year	Link
11	Takahiro Shinozaki	Hmm State Clustering Based on Efficient Cross-Validation.	ICASSP (1)	2006	DBLP DOI BibTeX RDF
11	Matthias W. Seeger	Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods.	NIPS	2006	DBLP BibTeX RDF
11	Mark Last	The uncertainty principle of cross-validation.	GrC	2006	DBLP DOI BibTeX RDF
11	Marianthi Markatou, Hong Tian, Shameek Biswas, George Hripcsak	Analysis of Variance of Cross-Validation Estimators of the Generalization Error.	J. Mach. Learn. Res.	2005	DBLP BibTeX RDF
11	José M. Peña 0001, Johan Björkegren, Jesper Tegnér	Learning dynamic Bayesian network models via cross-validation.	Pattern Recognit. Lett.	2005	DBLP DOI BibTeX RDF
11	Wenjiang J. Fu, Raymond J. Carroll, Suojin Wang	Estimating misclassification error with small samples via bootstrap cross-validation.	Bioinform.	2005	DBLP DOI BibTeX RDF
11	Senjian An, Wanquan Liu, Svetha Venkatesh	Fast cross-validation of kernel Fisher discriminant classifiers.	ICMLA	2005	DBLP DOI BibTeX RDF
11	Tony J. Dodd, Tun M. Ladoni	Generalised Cross Validation for Noise-Free Data.	ESANN	2005	DBLP BibTeX RDF
11	Shigeo Abe	Modified backward feature selection by cross validation.	ESANN	2005	DBLP BibTeX RDF
11	Vlastimil Havran, Attila Neumann, Georg Zotti, Werner Purgathofer, Hans-Peter Seidel	On cross-validation and resampling of BRDF data measurements.	SCCG	2005	DBLP DOI BibTeX RDF
11	F. Javier Sánchez Castro, Claudio Pollo, Reto Meuli, Philippe Maeder, Meritxell Bach Cuadra, Olivier Cuisenaire, Jean-Guy Villemure, Jean-Philippe Thiran	Cross Validation of Experts Versus Registration Methods for Target Localization in Deep Brain Stimulation.	MICCAI	2005	DBLP DOI BibTeX RDF
11	Huseyin Cenk Özmutlu, Fatih Çavdur, Amanda Spink, Seda Özmutlu	Cross validation of neural network applications for automatic new topic identification.	ASIST	2005	DBLP DOI BibTeX RDF
11	Olcay Taner Yildiz	Tuning model complexity using cross-validation for supervised learning (Gözetimli öğrenmede çapraz geçerleme ile model karmaşıklığının ayarlanması)		2005	RDF
11	Yoshua Bengio, Yves Grandvalet	No Unbiased Estimator of the Variance of K-Fold Cross-Validation.	J. Mach. Learn. Res.	2004	DBLP BibTeX RDF
11	K. W. Lau, Q. H. Wu	Leave one support vector out cross validation for fast estimation of generalization errors.	Pattern Recognit.	2004	DBLP DOI BibTeX RDF
11	A. S. Kozek, J. Yin	On Gauss quadrature and partial cross validation.	Comput. Stat. Data Anal.	2004	DBLP DOI BibTeX RDF
11	Koji Tsuda, Shinsuke Uda, Taishin Kin, Kiyoshi Asai	Minimizing the Cross Validation Error to Mix Kernel Matrices of Heterogeneous Biological Data.	Neural Process. Lett.	2004	DBLP DOI BibTeX RDF
11	Tai-Chiu Hsung, Daniel Pak-Kong Lun	Generalized cross validation for multiwavelet shrinkage.	IEEE Signal Process. Lett.	2004	DBLP DOI BibTeX RDF
11	Arvind K. Tiwari, Kaushal K. Shukla	Implementation of generalized cross validation based image denoising in parallel virtual machine environment.	Digit. Signal Process.	2004	DBLP DOI BibTeX RDF
11	Petre Stoica, Yngve Selén	Cross-validation rules for order estimation.	Digit. Signal Process.	2004	DBLP DOI BibTeX RDF
11	Ulisses M. Braga-Neto, Ronaldo Fumio Hashimoto, Edward R. Dougherty, Danh V. Nguyen, Raymond J. Carroll	Is cross-validation better than resubstitution for ranking genes?	Bioinform.	2004	DBLP DOI BibTeX RDF
11	Ulisses M. Braga-Neto, Edward R. Dougherty	Is cross-validation valid for small-sample microarray classification?	Bioinform.	2004	DBLP DOI BibTeX RDF
11	Gavin C. Cawley, Nicola L. C. Talbot	Fast exact leave-one-out cross-validation of sparse least-squares support vector machines.	Neural Networks	2004	DBLP DOI BibTeX RDF
11	Miles Trochesset, Anthony J. Bonner	Clustering Labeled Data and Cross-Validation for Classification with Few Positives in Yeast.	BIOKDD	2004	DBLP BibTeX RDF
11	Hideaki Kubota, Nobuyoshi Tanki, Takafumi Nanjo, Kazunori Kawakami, Youichi Yamazaki, Kenya Murase	Effects of the threshold function form for wavelet noise reduction with generalized cross-validation method.	CARS	2004	DBLP BibTeX RDF
11	S. H. Chan, Ryan R. Halterman, David G. Long	Cross-validation of Jason-1 and QuikSCAT wind speeds.	IGARSS	2004	DBLP DOI BibTeX RDF
11	Gavin C. Cawley, Nicola L. C. Talbot	Efficient leave-one-out cross-validation of kernel fisher discriminant classifiers.	Pattern Recognit.	2003	DBLP DOI BibTeX RDF
11	Maja Miloslavsky, Mark J. van der Laan	Fitting of mixtures with unspecified number of components using cross validation distance estimate.	Comput. Stat. Data Anal.	2003	DBLP DOI BibTeX RDF
11	Robert D. Clark	Boosted leave-many-out cross-validation: the effect of training and test set diversity on PLS statistics.	J. Comput. Aided Mol. Des.	2003	DBLP DOI BibTeX RDF
11	V. Chandrasekar 0001, Steven M. Bolen, Eugenio Gorgucci	Microphysical cross validation of spaceborne radar and ground polarimetric radar.	IEEE Trans. Geosci. Remote. Sens.	2003	DBLP DOI BibTeX RDF
11	John D. Carew, Grace Wahba, Xianhong Xie, Erik V. Nordheim, Mary Elizabeth Meyerand	Optimal spline smoothing of fMRI time series by generalized cross-validation.	NeuroImage	2003	DBLP DOI BibTeX RDF
11	Douglas M. Hawkins, Subhash C. Basak, Denise R. Mills	Assessing Model Fit by Cross-Validation.	J. Chem. Inf. Comput. Sci.	2003	DBLP DOI BibTeX RDF
11	Ali Gannoun, Jérôme Saracco	Two Cross Validation Criteria for SIRα and PSIRα methods in view of prediction.	Comput. Stat.	2003	DBLP DOI BibTeX RDF
11	Gavin C. Cawley, Nicola L. C. Talbot	Efficient cross-validation of kernel fisher discriminant classifiers.	ESANN	2003	DBLP BibTeX RDF
11	Niclas Andersson, David I. Wilson	Orthogonal Signal Correction inside Cross-validation Improves Error Estimation in PLS Models.	Modelling, Identification and Control	2003	DBLP BibTeX RDF
11	Yoshua Bengio, Yves Grandvalet	No Unbiased Estimator of the Variance of K-Fold Cross-Validation.	NIPS	2003	DBLP BibTeX RDF
11	Maïza Bekara, Gilles Fleury	Model selection using cross validation Bayesian predictive densities.	ISSPA (2)	2003	DBLP DOI BibTeX RDF
11	Hendrik Blockeel, Jan Struyf	Efficient Algorithms for Decision Tree Cross-validation.	J. Mach. Learn. Res.	2002	DBLP BibTeX RDF
11	Aki Vehtari, Jouko Lampinen	Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities.	Neural Comput.	2002	DBLP DOI BibTeX RDF
11	Peter D. Turney	A Theory of Cross-Validation Error	CoRR	2002	DBLP BibTeX RDF
11	Peter D. Turney	Theoretical Analyses of Cross-Validation Error and Voting in Instance-Based Learning	CoRR	2002	DBLP BibTeX RDF
11	Kamel Saadi, Gavin C. Cawley, Nicola L. C. Talbot	Fast exact leave-one-out cross-validation of least-squares Support Vector Machines.	ESANN	2002	DBLP BibTeX RDF
11	Keiki Takadama, Yutaka L. Suematsu, Norberto Eiji Nawa, Katsunori Shimohara	Cross-validation In Multiagent-based Simulation: Analyzing Evolutionary Bargaining Agents.	GECCO	2002	DBLP BibTeX RDF
11	Rudy Setiono	Feedforward Neural Network Construction Using Cross Validation.	Neural Comput.	2001	DBLP DOI BibTeX RDF
11	Hendrik Blockeel, Jan Struyf	Efficient algorithms for decision tree cross-validation	CoRR	2001	DBLP BibTeX RDF
11	Anna Koufakou, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Takis Kasparis	Cross-validation in Fuzzy ARTMAP for large databases.	Neural Networks	2001	DBLP DOI BibTeX RDF
11	Willi Sauerbrei	Investigations on Stability and Overoptimism of Classification Trees by Using Cross-Validation.	ISMDA	2001	DBLP DOI BibTeX RDF
11	Hendrik Blockeel, Jan Struyf	Efficient algorithms for decision tree cross-validation.	ICML	2001	DBLP BibTeX RDF
11	Xinchuan Zeng, Tony R. Martinez	Distribution-balanced stratified cross-validation for accuracy estimation.	J. Exp. Theor. Artif. Intell.	2000	DBLP DOI BibTeX RDF
11	John T. Kent, Mohsen Mohammadzadeh	Global optimization of the generalized cross-validation criterion.	Stat. Comput.	2000	DBLP DOI BibTeX RDF
11	Philip Jonathan, Wojtek J. Krzanowski, W. V. McCarthy	On the use of cross-validation to assess performance in multivariate prediction.	Stat. Comput.	2000	DBLP DOI BibTeX RDF
11	Debasis Kundu, Amit Mitra	Detecting the number of signals for an undamped exponential model using cross-validation approach.	Signal Process.	2000	DBLP DOI BibTeX RDF
11	N. A. Diamantidis, Dimitris Karlis, Emmanouel A. Giakoumakis	Unsupervised stratification of cross-validation for accuracy estimation.	Artif. Intell.	2000	DBLP DOI BibTeX RDF
11	Luis Freire, F. Godinho	Registration by Maximization of Mutual Information: A Cross Validation Study to Access the role of Joint Histogram's Determination in Overall Accuracy.	BIBE	2000	DBLP DOI BibTeX RDF
11	Kazumi Saito, Ryohei Nakano	Discovery of Relevant Weights by Minimizing Cross-Validation Error.	PAKDD	2000	DBLP DOI BibTeX RDF
11	Yiming Yang, Tom Ault, Thomas Pierce	Combining Multiple Learning Strategies for Effective Cross Validation.	ICML	2000	DBLP BibTeX RDF
11	Matthew D. Mullin, Rahul Sukthankar	Complete Cross-Validation for Nearest Neighbor Classifiers.	ICML	2000	DBLP BibTeX RDF
11	Takio Kurita, Kazuhiro Hotta, Taketoshi Mishima	Feature Ordering by Cross Validation for Face Detection.	MVA	2000	DBLP BibTeX RDF
11	Sophie Chardon, Benoît Vozel, Kacem Chehdi	Parametric Blur Estimation Using the Generalized Cross-Validation Criterion and a Smoothness Constraint on the Image.	Multidimens. Syst. Signal Process.	1999	DBLP DOI BibTeX RDF
11	Michael J. Kearns, Dana Ron	Algorithmic Stability and Sanity-Check Bounds for Leave-One-Out Cross-Validation.	Neural Comput.	1999	DBLP DOI BibTeX RDF
11	Isabelle Rivals, Léon Personnaz	On Cross Validation for Model Selection.	Neural Comput.	1999	DBLP DOI BibTeX RDF
11	Guoqiang Peter Zhang, Michael Y. Hu, Butje Eddy Patuwo, Daniel C. Indro	Artificial neural networks in bankruptcy prediction: General framework and cross-validation analysis.	Eur. J. Oper. Res.	1999	DBLP DOI BibTeX RDF
11	Avrim Blum, Adam Kalai, John Langford 0001	Beating the Hold-Out: Bounds for K-fold and Progressive Cross-Validation.	COLT	1999	DBLP DOI BibTeX RDF
11	D. Randall Wilson, Tony R. Martinez	Combining cross-validation and confidence to measure fitness.	IJCNN	1999	DBLP DOI BibTeX RDF
11	Tim Andersen, Tony R. Martinez	Cross validation and MLP architecture selection.	IJCNN	1999	DBLP DOI BibTeX RDF
11	Dingding Chen, Martin T. Hagan	Optimal use of regularization and cross-validation in neural network modeling.	IJCNN	1999	DBLP DOI BibTeX RDF
11	Lutz Prechelt	Automatic early stopping using cross validation: quantifying the criteria.	Neural Networks	1998	DBLP DOI BibTeX RDF
11	Vania Vieira Estrela, Nikolas P. Galatsanos	Spatially-Adaptive Regularized Pel-Recursive Motion Estimation based on Cross-Validation.	ICIP (2)	1998	DBLP DOI BibTeX RDF
11	Wing-Kai Lam, Lei Xu 0001	An experimental comparison of the Bayesian Ying-Yang criteria and cross validation for selection on number of hidden units in feedforward networks.	ICASSP	1998	DBLP DOI BibTeX RDF
11	Thomas W. Jauch	Optimal subspace metric design for classification and regression through nonparametric cross validation objective function optimization.	SMC	1998	DBLP DOI BibTeX RDF
11	Martin Anthony, Sean B. Holden	Cross-Validation for Binary Classification by Real-Valued Functions: Theoretical Analysis.	COLT	1998	DBLP DOI BibTeX RDF
11	Jeremy Rogers, Colin Price, Alan L. Rector, W. D. Solomon, Nick Smejko	Validating clinical terminology structures: integration and cross-validation of Read Thesaurus and GALEN.	AMIA	1998	DBLP BibTeX RDF
11	Yoshihiro Mitani, Yoshihiko Hamamoto	A Bootstrap-Based Learning with the Cross Validation.	ICONIP	1998	DBLP BibTeX RDF
11	Wing-Kai Lam, Lei Xu 0001	An Experimental Comparison of the Bayesian Ying-Yang Criteria and Cross Validation on Experts Number Selection in Original and Alternative Model for Mixture of Experts.	ICONIP	1998	DBLP BibTeX RDF
11	Andrew J. Myles, Alan F. Murray, A. Robin Wallace, John Barnard, Gordon Smith	Estimating MLP Generalisation Ability without a Test Set using Fast, Approximate Leave-one-out Cross-validation.	Neural Comput. Appl.	1997	DBLP DOI BibTeX RDF
11	Maarten Jansen, Maurits Malfait, Adhemar Bultheel	Generalized cross validation for wavelet thresholding.	Signal Process.	1997	DBLP DOI BibTeX RDF
11	Gyeonghwan Kim, Venu Govindaraju	Bankcheck Recognition Using Cross Validation Between Legal and Courtesy Amounts.	Int. J. Pattern Recognit. Artif. Intell.	1997	DBLP DOI BibTeX RDF
11	Robert D. Nowak	Optimal signal estimation using cross-validation.	IEEE Signal Process. Lett.	1997	DBLP DOI BibTeX RDF
11	Michael J. Kearns	A Bound on the Error of Cross Validation Using the Approximation and Estimation Rates, with Consequences for the Training-test Split.	Neural Comput.	1997	DBLP DOI BibTeX RDF
11	Cyril Goutte	Note on Free Lunches and Cross-validation.	Neural Comput.	1997	DBLP DOI BibTeX RDF
11	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
11	Michael J. Kearns, Dana Ron	Algorithmic Stability and Sanity-Check Bounds for Leave-one-Out Cross-Validation.	COLT	1997	DBLP DOI BibTeX RDF
11	Andrew Y. Ng	Preventing "Overfitting" of Cross-Validation Data.	ICML	1997	DBLP BibTeX RDF
11	Bart J. A. Mertens, Tom Fearn, Michael Thompson	Efficient cross-validation of principal components applied to principal component regression.	Stat. Comput.	1996	DBLP DOI BibTeX RDF
11	Wojtek J. Krzanowski	Efficient cross-validation of principal components.	Stat. Comput.	1996	DBLP DOI BibTeX RDF
11	Huaiyu Zhu 0001, Richard Rohwer	No Free Lunch for Cross-Validation.	Neural Comput.	1996	DBLP DOI BibTeX RDF
11	Jürgen Kleffe, Klaus Hermann, Mark Borodovsky	Statistical Analysis of Genemark Performance by Cross-validation.	Comput. Chem.	1996	DBLP DOI BibTeX RDF
11	Willem J. Melssen, Eduard P. P. A. Derks, Mischa L. M. Beckers, Lutgarde M. C. Buydens	Parallel Processing of Chemical Information in a Local Area Network - II. a Parallel Cross-validation Procedure for Artificial Neural Networks.	Comput. Chem.	1996	DBLP DOI BibTeX RDF
11	Jean-Philippe Thirion, Gérard Subsol, David Dean	Cross Validation of Three Inter-Patients Matching Methods.	VBC	1996	DBLP DOI BibTeX RDF
11	A. Varfis, L. Corleto	Error rate estimation via cross-validation and learning curve theory.	ESANN	1996	DBLP BibTeX RDF
11	Padhraic Smyth	Clustering Using Monte Carlo Cross-Validation.	KDD	1996	DBLP BibTeX RDF
11	Sean B. Holden	PAC-Like Upper Bounds for the Sample Complexity of Leave-one-Out Cross-Validation.	COLT	1996	DBLP DOI BibTeX RDF
11	Stanley J. Reeves	Generalized cross-validation as a stopping rule for the Richardson-Lucy algorithm.	Int. J. Imaging Syst. Technol.	1995	DBLP DOI BibTeX RDF
11	Wenwu Zhu 0001, Nikolas P. Galatsanos, Aggelos K. Katsaggelos	Regularized Multichannel Restoration Using Cross-Validation.	CVGIP Graph. Model. Image Process.	1995	DBLP DOI BibTeX RDF
11	James Tin-Yau Kwok, Dit-Yan Yeung	Efficient cross-validation for feedforward neural networks.	ICNN	1995	DBLP DOI BibTeX RDF
11	Naonori Ueda, Ryohei Nakano	Estimating expected error rates of neural network classifiers in small sample size situations: a comparison of cross-validation and bootstrap.	ICNN	1995	DBLP DOI BibTeX RDF
11	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
11	Michael J. Kearns	A Bound on the Error of Cross Validation Using the Approximation and Estimation Rates, with Consequences for the Training-Test Split.	NIPS	1995	DBLP BibTeX RDF
11	Michael P. Perrone, Brian S. Blais	Regression NSS: An Alternative to Cross Validation.	COLT	1995	DBLP DOI BibTeX RDF
11	Eduard P. P. A. Derks, Willem J. Melssen, Lutgarde M. C. Buydens	Parallel Cross-Validation of Artificial Neural Networks.	SNN Symposium on Neural Networks	1995	DBLP DOI BibTeX RDF