Search results for "cross-validation"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
11	Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo	Using Bagging and Cross-Validation to Improve Ensembles Based on Penalty Terms.	ICONIP (2)	2011	DBLP DOI BibTeX RDF
11		Stratified Cross Validation.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
11		Cross-Validation.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
11		Leave-One-Out Cross-Validation.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
11	Der-Chiang Li, Yao-Hwei Fang, Y. M. Frank Fang	The data complexity index to construct an efficient cross-validation method.	Decis. Support Syst.	2010	DBLP DOI BibTeX RDF
11	Przemyslaw Klesk	Probabilities of discrepancy between minima of cross-validation, Vapnik bounds and true risks.	Int. J. Appl. Math. Comput. Sci.	2010	DBLP DOI BibTeX RDF
11	Sumio Watanabe	Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory.	J. Mach. Learn. Res.	2010	DBLP BibTeX RDF
11	Simone Borra, Agostino Di Ciaccio	Measuring the prediction error. A comparison of cross-validation, bootstrap and covariance penalty methods.	Comput. Stat. Data Anal.	2010	DBLP DOI BibTeX RDF
11	Thaddeus J. Haight, Yue Wang, Mark J. van der Laan, Ira B. Tager	A cross-validation deletion-substitution-addition model selection algorithm: Application to marginal structural models.	Comput. Stat. Data Anal.	2010	DBLP DOI BibTeX RDF
11	Jingheng Wu, Juan Mei, Sixiang Wen, Siyan Liao, Jincan Chen, Yong Shen	A self-adaptive genetic algorithm-artificial neural network algorithm with leave-one-out cross validation for descriptor selection in QSAR study.	J. Comput. Chem.	2010	DBLP DOI BibTeX RDF
11	Christian Kramer, Peter Gedeck	Leave-Cluster-Out Cross-Validation Is Appropriate for Scoring Functions Derived from Diverse Protein Data Sets.	J. Chem. Inf. Model.	2010	DBLP DOI BibTeX RDF
11	Jenny Häggström, Xavier de Luna	Estimating Prediction Error: Cross-Validation vs. Accumulated Prediction Error.	Commun. Stat. Simul. Comput.	2010	DBLP DOI BibTeX RDF
11	Takahiro Shinozaki, Sadaoki Furui, Tatsuya Kawahara	Gaussian Mixture Optimization Based on Efficient Cross-Validation.	IEEE J. Sel. Top. Signal Process.	2010	DBLP DOI BibTeX RDF
11	Oriol Falivene, Lluís Cabrera, Raimon Tolosana-Delgado, Alberto Sáez	Interpolation algorithm ranking using cross-validation and the role of smoothing effect. A coal zone example.	Comput. Geosci.	2010	DBLP DOI BibTeX RDF
11	Heng Lu 0002, Zhen-Hua Ling, Li-Rong Dai 0001, Ren-Hua Wang	Cross-Validation and Minimum Generation Error based Decision Tree Pruning for HMM-based Speech Synthesis.	Int. J. Comput. Linguistics Chin. Lang. Process.	2010	DBLP BibTeX RDF
11	Sumio Watanabe	Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory	CoRR	2010	DBLP BibTeX RDF
11	Wei-Chi Lai, Ta-Yang Juan, Terng-Yin Hsu, Sheng-Lun Chiou	Cross-Validation Estimation for Frequency-Dependent I/Q Imbalance in MIMO-OFDM Receivers.	J. Signal Process. Syst.	2010	DBLP DOI BibTeX RDF
11	Niina Haiminen, Heikki Mannila	Evaluation of BIC and Cross Validation for model selection on sequence segmentations.	Int. J. Data Min. Bioinform.	2010	DBLP DOI BibTeX RDF
11	Min-Gyu Kim, Joohan Kim	Cross-validation of reliability, convergent and discriminant validity for the problematic online game use scale.	Comput. Hum. Behav.	2010	DBLP DOI BibTeX RDF
11	Mark A. Lukas, Frank R. de Hoog, Robert S. Anderssen	Efficient algorithms for robust generalized cross-validation spline smoothing.	J. Comput. Appl. Math.	2010	DBLP DOI BibTeX RDF
11	Claudia Perlich, Grzegorz Swirszcz	On cross-validation and stacking: building seemingly predictive models on random data.	SIGKDD Explor.	2010	DBLP DOI BibTeX RDF
11	George Forman, Martin Scholz	Apples-to-apples in cross-validation studies: pitfalls in classifier performance measurement.	SIGKDD Explor.	2010	DBLP DOI BibTeX RDF
11	Li Yang, Malin Song 0001	Coal Mine Safety Evaluation with V-Fold Cross-Validation and BP Neural Network.	J. Comput.	2010	DBLP BibTeX RDF
11	Erheng Zhong, Wei Fan 0001, Qiang Yang 0001, Olivier Verscheure, Jiangtao Ren	Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning.	ECML/PKDD (3)	2010	DBLP DOI BibTeX RDF
11	Shirin Ameriyan Mojarad, Satnam Singh Dlay, Wai Lok Woo, G. V. Sherbet	Breast cancer prediction and cross validation using multilayer perceptron neural networks.	CSNDSP	2010	DBLP DOI BibTeX RDF
11	Yu Zhang 0007, Zhi-Jie Yan, Frank K. Soong	Cross-validation based decision tree clustering for HMM-based TTS.	ICASSP	2010	DBLP DOI BibTeX RDF
11	Songhwai Oh, Jongeun Choi	Distributed learning in mobile sensor networks using cross validation.	CDC	2010	DBLP DOI BibTeX RDF
11	Jin Yuan, Yanming Li, Chengliang Liu, Xuan F. Zha	Leave-One-Out Cross-Validation Based Model Selection for Manifold Regularization.	ISNN (1)	2010	DBLP DOI BibTeX RDF
11	Dipali K. Bhole, Shrikant Velankar	Comparison of offline signature verification using graph matching based approach and cross validation approach.	ICWET	2010	DBLP DOI BibTeX RDF
11	Andrew I. Schein, Johnnie F. Caver, Randale J. Honaker, Craig H. Martell	Author Attribution Evaluation with Novel Topic Cross-validation.	KDIR	2010	DBLP BibTeX RDF
11	Marcin Budka, Bogdan Gabrys	Correntropy-based density-preserving data sampling as an alternative to standard cross-validation.	IJCNN	2010	DBLP DOI BibTeX RDF
11	Cesare Alippi, Manuel Roveri	Virtual k-fold cross validation: An effective method for accuracy assessment.	IJCNN	2010	DBLP DOI BibTeX RDF
11	Tao Yang 0019, Vojislav Kecman, Longbing Cao, Chengqi Zhang	Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation.	IJCNN	2010	DBLP DOI BibTeX RDF
11	Juan Peralta, Germán Gutiérrez, Araceli Sanchis	Time Series Forecasting by Evolving Artificial Neural Networks Using "Shuffle", Cross-Validation and Ensembles.	ICANN (1)	2010	DBLP DOI BibTeX RDF
11	Takashi Takenouchi, Kazushi Ikeda	Theoretical Analysis of Cross-Validation(CV)-EM Algorithm.	ICANN (3)	2010	DBLP DOI BibTeX RDF
11	Carlo Ghezzi, Andrea Mocci, Guido Salvaneschi	Automatic Cross Validation of Multiple Specifications: A Case Study.	FASE	2010	DBLP DOI BibTeX RDF
11		Cross-Validation.	Encyclopedia of Biometrics	2009	DBLP DOI BibTeX RDF
11	Payam Refaeilzadeh, Lei Tang 0001, Huan Liu 0001	Cross-Validation.	Encyclopedia of Database Systems	2009	DBLP DOI BibTeX RDF
11	Oya Aran, Olcay Taner Yildiz, Ethem Alpaydin	An Incremental Framework Based on Cross-Validation for Estimating the Architecture of a Multilayer Perceptron.	Int. J. Pattern Recognit. Artif. Intell.	2009	DBLP DOI BibTeX RDF
11	Insuk Sohn, Jooyong Shim, Changha Hwang, Sujong Kim, Jae Won Lee	Informative transcription factor selection using support vector machine-based generalized approximate cross validation criteria.	Comput. Stat. Data Anal.	2009	DBLP DOI BibTeX RDF
11	Ji-Hyun Kim	Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap.	Comput. Stat. Data Anal.	2009	DBLP DOI BibTeX RDF
11	Masayuki Karasuyama, Ichiro Takeuchi, Ryohei Nakano	Efficient Leave-m-out Cross-Validation of Support Vector Regression by Generalizing Decremental Algorithm.	New Gener. Comput.	2009	DBLP DOI BibTeX RDF
11	Bernhard Knapp, Ulrich Omasits, Sophie Frantal, Wolfgang Schreiner	A critical cross-validation of high throughput structural binding prediction methods for pMHC.	J. Comput. Aided Mol. Des.	2009	DBLP DOI BibTeX RDF	T cell epitope prediction, Threading, Energy minimization, Substitution, Scoring
11	Kevin Nagel, Antonio Jimeno-Yepes, Dietrich Rebholz-Schuhmann	Annotation of protein residues based on a literature analysis: cross-validation against UniProtKb.	BMC Bioinform.	2009	DBLP DOI BibTeX RDF
11	Rachel A. Ward	Compressed sensing with cross validation.	IEEE Trans. Inf. Theory	2009	DBLP DOI BibTeX RDF
11	Jan C. van Gemert, Cor J. Veenman, Jan-Mark Geusebroek	Episode-Constrained Cross-Validation in Video Concept Retrieval.	IEEE Trans. Multim.	2009	DBLP DOI BibTeX RDF
11	Seoung Bum Kim, Xiaoming Huo, Kwok-Leung Tsui	A finite-sample simulation study of cross validation in tree-based models.	Inf. Technol. Manag.	2009	DBLP DOI BibTeX RDF
11	Davide Anguita, Alessandro Ghio, Sandro Ridella, Dario Sterpi	K-Fold Cross Validation for Error Rate Estimate in Support Vector Machines.	DMIN	2009	DBLP BibTeX RDF
11	Shinsuke Sakai, Tatsuya Kawahara, Tohru Shimizu, Satoshi Nakamura 0001	Optimal learning of P-Layer additive F0 models with cross-validation.	ICASSP	2009	DBLP DOI BibTeX RDF
11	Hanwu Sun, Bin Ma 0001, Haizhou Li 0001	Cross-validation of multiple language recognition systems using pseudo keys.	ICASSP	2009	DBLP DOI BibTeX RDF
11	Takahiro Shinozaki, Yu Kubota, Sadaoki Furui	Unsupervisec cross-validation adaptation algorithms for improved adaptation performance.	ICASSP	2009	DBLP DOI BibTeX RDF
11	Weimin Zhang, Chunxiang Li, Biliang Zhong	LSSVM Parameters Optimizing and Non-linear System Prediction Based on Cross Validation.	ICNC (1)	2009	DBLP DOI BibTeX RDF
11	Wen Yao, Xiaoqian Chen	A Sequential Radial Basis Function Neural Network Modeling Method Based on Partial Cross Validation Error Estimation.	ICNC (3)	2009	DBLP DOI BibTeX RDF
11	Aki Sorsa, Kauko Leiviskä	Feature Selection from Barkhausen Noise Data Using Genetic Algorithms with Cross-Validation.	ICANNGA	2009	DBLP DOI BibTeX RDF
11	Ginés Rubio, Alberto Guillén, Héctor Pomares, Ignacio Rojas, Ben Paechter, Peter Glösekötter, C. I. Torres-Ceballos	Parallelization of the nearest-neighbour search and the cross-validation error evaluation for the kernel weighted k-nn algorithm applied to large data dets in matlab.	HPCS	2009	DBLP DOI BibTeX RDF
11	Huseyin Cenk Özmutlu, Fatih Çavdur, Seda Özmutlu	Cross-validation of neural network applications for automatic new topic identification.	J. Assoc. Inf. Sci. Technol.	2008	DBLP DOI BibTeX RDF
11	Matthias W. Seeger	Cross-Validation Optimization for Large Scale Structured Classification Kernel Methods.	J. Mach. Learn. Res.	2008	DBLP BibTeX RDF
11	Alain Celisse, Stéphane Robin	Nonparametric density estimation by exact leave-p-out cross-validation.	Comput. Stat. Data Anal.	2008	DBLP DOI BibTeX RDF
11	Mehmet Saltan, Serdal Terzi	Modeling deflection basin using artificial neural networks with cross-validation technique in backcalculating flexible pavement layer moduli.	Adv. Eng. Softw.	2008	DBLP DOI BibTeX RDF
11	Anders Isaksson, Mikael Wallman, Hanna Göransson, Mats G. Gustafsson	Cross-validation and bootstrapping are unreliable in small sample classification.	Pattern Recognit. Lett.	2008	DBLP DOI BibTeX RDF
11	Chang-Xue Jack Feng, Zhiguang Samuel Yu, J. T. Emanuel, P.-G. Li, X.-Y. Shao, Z.-H. Wang	Threefold versus fivefold cross-validation and individual versus average data in predictive regression modelling of machining experimental data.	Int. J. Comput. Integr. Manuf.	2008	DBLP DOI BibTeX RDF
11	Dmitry A. Konovalov, Nigel Sim, Eric Deconinck, Yvan Vander Heyden, Danny Coomans	Statistical Confidence for Variable Selection in QSAR Models via Monte Carlo Cross-Validation.	J. Chem. Inf. Model.	2008	DBLP DOI BibTeX RDF
11	Dmitry A. Konovalov, Lyndon E. Llewellyn, Yvan Vander Heyden, Danny Coomans	Robust Cross-Validation of Linear Regression QSAR Models.	J. Chem. Inf. Model.	2008	DBLP DOI BibTeX RDF
11	Ali Gholipour, Nasser Kehtarnavaz, Kaundinya S. Gopinath, Richard W. Briggs	Cross-Validation of Deformable Registration With Field Maps in Functional Magnetic Resonance Brain Imaging.	IEEE J. Sel. Top. Signal Process.	2008	DBLP DOI BibTeX RDF
11	J. Jean Chen, Marguerite Wieckowska, Ernst Meyer, G. Bruce Pike	Cerebral Blood Flow Measurement Using fMRI and PET: A Cross-Validation Study.	Int. J. Biomed. Imaging	2008	DBLP DOI BibTeX RDF
11	Imhoi Koo, Namgil Lee, Rhee Man Kil	Parameterized cross-validation for nonlinear regression models.	Neurocomputing	2008	DBLP DOI BibTeX RDF
11	Dev G. Rajnarayan, David H. Wolpert	Bias-Variance Techniques for Monte Carlo Optimization: Cross-validation for the CE Method	CoRR	2008	DBLP BibTeX RDF
11	Takahiro Shinozaki, Mari Ostendorf	Cross-validation and aggregated EM training for robust parameter estimation.	Comput. Speech Lang.	2008	DBLP DOI BibTeX RDF
11	Cheryl Ramos, Errol Yudko	"Hits" (not "Discussion Posts") predict student success in online courses: A double cross-validation study.	Comput. Educ.	2008	DBLP DOI BibTeX RDF
11	Adrien Bartoli	Maximizing the Predictivity of Smooth Deformable Image Warps through Cross-Validation.	J. Math. Imaging Vis.	2008	DBLP DOI BibTeX RDF
11	Takahiro Shinozaki, Sadaoki Furui, Tatsuya Kawahara	Aggregated cross-validation and its efficient application to Gaussian mixture optimization.	INTERSPEECH	2008	DBLP DOI BibTeX RDF
11	Boris Bacic	A novel generic algorithm for cluster split iB-fold cross-validation.	ITI	2008	DBLP DOI BibTeX RDF
11	R. Bharat Rao, Glenn Fung	On the Dangers of Cross-Validation. An Experimental Evaluation.	SDM	2008	DBLP DOI BibTeX RDF
11	Wanyu Deng, Qinghua Zheng, Lin Chen 0005	An improved aggregated one-dependence estimator: On non-rigid cross validation.	CSCWD	2008	DBLP DOI BibTeX RDF
11	Manoranjan Dash, Oh Yin Hao	Efficient cross validation over skewed noisy data.	SMC	2008	DBLP DOI BibTeX RDF
11	Andreas Kuntz, Felix Schmidt-Eisenlohr, O. Graute, Hannes Hartenstein, Martina Zitterbart	Introducing probabilistic radio propagation models in OMNeT++ mobility framework and cross validation check with NS-2.	SimuTools	2008	DBLP DOI BibTeX RDF	probabilistic propagation, simulation, ad hoc networks, OMNeT++
11	Kevin Nagel, Antonio Jimeno-Yepes, Dietrich Rebholz-Schuhmann	Annotation of protein residues based on a literature analysis: cross-validation against UniProtKB.	AIMM	2008	DBLP BibTeX RDF
11	Naoto Ebuchi	Cross-Validation of Wind Products from Seawinds and AMSR on ADEOS-II.	IGARSS (2)	2008	DBLP DOI BibTeX RDF
11	Prabhu Babu, Erik Gudmundson, Petre Stoica	Automatic cepstrum-based smoothing of the periodogram via cross-validation.	EUSIPCO	2008	DBLP BibTeX RDF
11	Hugues van Peteghem	Building a tested emulating cellular networks: design, implementation, cross-validation and exploitation of a real-time framework to evaluate QoS and QoE in the UTRAN (PDF / PS)		2008	RDF
11	Masashi Sugiyama, Matthias Krauledat, Klaus-Robert Müller	Covariate Shift Adaptation by Importance Weighted Cross Validation.	J. Mach. Learn. Res.	2007	DBLP BibTeX RDF
11	Senjian An, Wanquan Liu, Svetha Venkatesh	Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression.	Pattern Recognit.	2007	DBLP DOI BibTeX RDF
11	Mia Hubert, Sanne Engelen	Fast cross-validation of high-breakdown resampling methods for PCA.	Comput. Stat. Data Anal.	2007	DBLP DOI BibTeX RDF
11	S. Sundararajan, Shirish K. Shevade, S. Sathiya Keerthi	Fast Generalized Cross-Validation Algorithm for Sparse Model Learning.	Neural Comput.	2007	DBLP DOI BibTeX RDF
11	Anne-Laure Boulesteix	WilcoxCV: an R package for fast variable selection in cross-validation.	Bioinform.	2007	DBLP DOI BibTeX RDF
11	Aboelmagd Noureldin, Ahmed El-Shafie 0001, Mahmoud Reda Taha	Optimizing neuro-fuzzy modules for data fusion of vehicular navigation systems using temporal cross-validation.	Eng. Appl. Artif. Intell.	2007	DBLP DOI BibTeX RDF
11	Yufei Xiao, Jianping Hua, Edward R. Dougherty	Quantification of the Impact of Feature Selection on the Variance of Cross-Validation Error Estimation.	EURASIP J. Bioinform. Syst. Biol.	2007	DBLP DOI BibTeX RDF
11	Gene H. Golub, Michael Heath, Grace Wahba	Generalized cross-validation as a method for choosing a good ridge parameter.	Milestones in Matrix Computation	2007	DBLP BibTeX RDF
11	Takahiro Shinozaki, Tatsuya Kawahara	Gaussian mixture optimization for HMM based on efficient cross-validation.	INTERSPEECH	2007	DBLP DOI BibTeX RDF
11	Takahiro Shinozaki, Mari Ostendorf	Cross-Validation EM Training for Robust Parameter Estimation.	ICASSP (4)	2007	DBLP DOI BibTeX RDF
11	Xavier Anguera Miró, Takahiro Shinozaki, Chuck Wooters, Javier Hernando	Model Complexity Selection and Cross-Validation EM Training for Robust Speaker Diarization.	ICASSP (4)	2007	DBLP DOI BibTeX RDF
11	H. Kaymaz Keskinpala, T. Yingthawornsuk, D. Mitchell Wilkes, Richard G. Shiavi, Ronald M. Salomon	Distinguishing high risk suicidal subjects among depressed subjects using mel-frequency cepstrum coefficients and cross validation technique.	MAVEBA	2007	DBLP BibTeX RDF
11	Fang Cao 0001, Wen Hong, Yirong Wu, Eric Pottier	The Comparison of the V-Fold and the Monte-Carlo cross validation to estimate the number of clusters for the fully polarimetric sar data segmentation.	IGARSS	2007	DBLP DOI BibTeX RDF
11	F. Javier Sánchez Castro, Claudio Pollo, Reto Meuli, Philippe Maeder, Olivier Cuisenaire, Meritxell Bach Cuadra, Jean-Guy Villemure, Jean-Philippe Thiran	A Cross Validation Study of Deep Brain Stimulation Targeting: From Experts to Atlas-Based, Segmentation-Based and Automatic Registration Algorithms.	IEEE Trans. Medical Imaging	2006	DBLP DOI BibTeX RDF
11	Sudhir Varma, Richard Simon	Bias in error estimation when using cross-validation for model selection.	BMC Bioinform.	2006	DBLP DOI BibTeX RDF
11	Jun Ki Lee, Jong-Min Lee, June Sic Kim, In-Young Kim, Alan C. Evans, Sun I. Kim	A novel quantitative cross-validation of different cortical surface reconstruction algorithms using MRI phantom.	NeuroImage	2006	DBLP DOI BibTeX RDF
11	Leming Qu, Partha S. Routh, Kyungduk Ko	Wavelet deconvolution in a periodic setting using cross-validation.	IEEE Signal Process. Lett.	2006	DBLP DOI BibTeX RDF
11	Liefeng Bo, Ling Wang 0003, Licheng Jiao	Feature Scaling for Kernel Fisher Discriminant Analysis Using Leave-One-Out Cross Validation.	Neural Comput.	2006	DBLP DOI BibTeX RDF
11	Ramasubbu Venkatesh, Charles Rowland, Hongjin Huang, Olivia T. Abar, John Sninsky	Robust Model Selection Using Cross Validation: A Simple Iterative Technique for Developing Robust Gene Signatures in Biomedical Genomics Applications.	ICMLA	2006	DBLP DOI BibTeX RDF
11	George J. Knafl, K. P. Fennie, Patrick J. O'malley	Adaptive repeated measures modeling using likelihood cross-validation.	Computational Intelligence	2006	DBLP BibTeX RDF