Search results for "cross-validation"

Hits ?▲	Authors	Title	Venue	Year	Link
11	Yong Liu 0018, Shali Jiang 0001, Shizhong Liao	Efficient Approximation of Cross-Validation for Kernel Methods using Bouligand Influence Function.	ICML	2014	DBLP BibTeX RDF
11	Yu-Ann Chen, Pau-Choo Chung	Enhanced Local Support Vector Machine With Fast Cross-Validation Capability.	ICS	2014	DBLP DOI BibTeX RDF
11	Ioannis Tsamardinos, Amin Rakhshani, Vincenzo Lagani	Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization.	SETN	2014	DBLP DOI BibTeX RDF
11	Juho Heimonen, Tapio Salakoski, Tapio Pahikkala	Properties of Object-Level Cross-Validation Schemes for Symmetric Pair-Input Data.	S+SSPR	2014	DBLP DOI BibTeX RDF
11	Tommi Kärkkäinen	On Cross-Validation for MLP Model Evaluation.	S+SSPR	2014	DBLP DOI BibTeX RDF
11	Yumin Zhang	Bandwidth Selection for Nadaraya-Watson Kernel Estimator Using Cross-Validation Based on Different Penalty Functions.	ICMLC (CCIS volume)	2014	DBLP DOI BibTeX RDF
11	Shuichi Kurogi, Yoichiro Yamashita, Hikaru Yoshikawa, Kotaro Hirayama	Accuracy Improvement of Localization and Mapping of ICP-SLAM via Competitive Associative Nets and Leave-One-Out Cross-Validation.	ICONIP (2)	2014	DBLP DOI BibTeX RDF
11	Shusaku Tsumoto, Shoji Hirano	Formal analysis of cross-validation based on decremental sampling scheme.	GrC	2014	DBLP DOI BibTeX RDF
11	Egon L. van den Broek, Frans van der Sluis, Ton Dijkstra	Cross-validation of bimodal health-related stress assessment.	Pers. Ubiquitous Comput.	2013	DBLP DOI BibTeX RDF
11	Ahmet Alptekin, Olcay Kursun	Miss One out: a Cross-Validation Method Utilizing induced Teacher noise.	Int. J. Pattern Recognit. Artif. Intell.	2013	DBLP DOI BibTeX RDF
11	François Bachoc	Cross Validation and Maximum Likelihood estimations of hyper-parameters of Gaussian processes with model misspecification.	Comput. Stat. Data Anal.	2013	DBLP DOI BibTeX RDF
11	Krista M. Wisner, Gowtham Atluri, Kelvin O. Lim, Angus W. MacDonald III	Neurometrics of intrinsic connectivity networks at rest using fMRI: Retest reliability and cross-validation using a meta-level method.	NeuroImage	2013	DBLP DOI BibTeX RDF
11	Robert P. Sheridan	Time-Split Cross-Validation as a Method for Estimating the Goodness of Prospective Prediction.	J. Chem. Inf. Model.	2013	DBLP DOI BibTeX RDF
11	Hiromasa Kaneko, Kimito Funatsu	Criterion for Evaluating the Predictive Ability of Nonlinear Regression Models without Cross-Validation.	J. Chem. Inf. Model.	2013	DBLP DOI BibTeX RDF
11	Qi Li 0035, Raied Salman, Erik Test, Robert Strack, Vojislav Kecman	Parallel multitask cross validation for Support Vector Machine using GPU.	J. Parallel Distributed Comput.	2013	DBLP DOI BibTeX RDF
11	Oliver Morell, Dennis Otto, Roland Fried	On robust cross-validation for nonparametric smoothing.	Comput. Stat.	2013	DBLP DOI BibTeX RDF
11	Wenyi Liu, Jiguang Han	The optimal Mexican hat wavelet filter de-noising method based on cross-validation method.	Neurocomputing	2013	DBLP DOI BibTeX RDF
11	Juan Peralta Donate, Paulo Cortez 0001, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel	Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble.	Neurocomputing	2013	DBLP DOI BibTeX RDF
11	Kun Yang	Simple one-pass algorithm for penalized linear regression with cross-validation on MapReduce.	CoRR	2013	DBLP BibTeX RDF
11	Hado van Hasselt	Estimating the Maximum Expected Value: An Analysis of (Nested) Cross Validation and the Maximum Sample Average	CoRR	2013	DBLP BibTeX RDF
11	Qun Dai	A competitive ensemble pruning approach based on cross-validation technique.	Knowl. Based Syst.	2013	DBLP DOI BibTeX RDF
11	Hisao Ishibuchi, Yusuke Nojima	Repeated double cross-validation for choosing a single solution in evolutionary multi-objective fuzzy classifier design.	Knowl. Based Syst.	2013	DBLP DOI BibTeX RDF
11	Xin Zhang 0033, Xiang Zhao 0004, Guodong Liu, Qian Kang, Donghai Wu	Radioactive Quality Evaluation and Cross Validation of Data from the HJ-1A/B Satellites' CCD Sensors.	Sensors	2013	DBLP DOI BibTeX RDF
11	Marcin Budka, Bogdan Gabrys	Density-Preserving Sampling: Robust and Efficient Alternative to Cross-Validation for Error Estimation.	IEEE Trans. Neural Networks Learn. Syst.	2013	DBLP DOI BibTeX RDF
11	Anne-Laure Boulesteix, Adrian Richter, Christoph Bernau	Complexity Selection with Cross-validation for Lasso and Sparse Partial Least Squares Using High-Dimensional Data.	Algorithms from and for Nature and Life	2013	DBLP DOI BibTeX RDF
11	Albert K. Oh, Zachary T. Harmany, Rebecca M. Willett	Logarithmic total variation regularization for cross-validation in photon-limited imaging.	ICIP	2013	DBLP DOI BibTeX RDF
11	Fatima Ezzahra Naamane, Mohamed Et-tolba, Mostafa Belkasmi	Performance prediction of a coded digital communication system using cross-validation.	PIMRC	2013	DBLP DOI BibTeX RDF
11	Richard E. Edwards, Hao Zhang 0011, Lynne E. Parker, Joshua R. New	Approximate l-Fold Cross-Validation with Least Squares SVM and Kernel Ridge Regression.	ICMLA (1)	2013	DBLP DOI BibTeX RDF
11	Joset A. Etzel, Todd S. Braver	MVPA Permutation Schemes: Permutation Testing in the Land of Cross-Validation.	PRNI	2013	DBLP DOI BibTeX RDF
11	Amin Zollanvari, Ulisses M. Braga-Neto, Edward R. Dougherty	Effect of mixing probabilities on the bias of cross-validation under separate sampling.	GENSiPS	2013	DBLP DOI BibTeX RDF
11	Andrej Kosir, Ante Odic, Marko Tkalcic	How to improve the statistical power of the 10-fold cross validation scheme in recommender systems.	RepSys@RecSys	2013	DBLP DOI BibTeX RDF
11	Devon K. Barrow, Sven F. Crone	Crogging (cross-validation aggregation) for forecasting - A novel algorithm of neural network ensembles on time series subsamples.	IJCNN	2013	DBLP DOI BibTeX RDF
11	Choukri Djellali	Enhancing text clustering model based on truncated singular value decomposition, fuzzy art and cross validation.	ASONAM	2013	DBLP DOI BibTeX RDF
11	Michael Izbicki	Algebraic classifiers: a generic approach to fast cross-validation, online training, and parallel training.	ICML (3)	2013	DBLP BibTeX RDF
11	Ravi Kumar 0001, Daniel Lokshtanov, Sergei Vassilvitskii, Andrea Vattani	Near-Optimal Bounds for Cross-Validation via Loss Stability.	ICML (1)	2013	DBLP BibTeX RDF
11	Darren Homrighausen, Daniel J. McDonald	The lasso, persistence, and cross-validation.	ICML (3)	2013	DBLP BibTeX RDF
11	Krzysztof J. Geras, Charles Sutton	Multiple-source cross-validation.	ICML (3)	2013	DBLP BibTeX RDF
11	Yu-Min Zhang	Comparative analysis of different cross-validation bandwidth selectors in kernel regression estimators.	ICMLC	2013	DBLP DOI BibTeX RDF
11	Ali A. Najah, Ahmed El-Shafie 0001, O. A. Karim, Othman Jaafar	Water quality prediction model utilizing integrated wavelet-ANFIS model with cross-validation.	Neural Comput. Appl.	2012	DBLP DOI BibTeX RDF
11	Shunfeng Cheng, Michael G. Pecht	Using cross-validation for model parameter selection of sequential probability ratio test.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
11	Demetris Lamnisos, Jim E. Griffin, M. F. J. Steel	Cross-validation prior choice in Bayesian probit regression with many covariates.	Stat. Comput.	2012	DBLP DOI BibTeX RDF
11	Christoph Bergmeir, José Manuel Benítez	On the use of cross-validation for time series predictor evaluation.	Inf. Sci.	2012	DBLP DOI BibTeX RDF
11	Julie Josse, François Husson	Selecting the number of components in principal component analysis using cross-validation approximations.	Comput. Stat. Data Anal.	2012	DBLP DOI BibTeX RDF
11	Viktor Granholm, William Stafford Noble, Lukas Käll	A cross-validation scheme for machine learning algorithms in shotgun proteomics.	BMC Bioinform.	2012	DBLP DOI BibTeX RDF
11	Jérôme Patoux, Ralph C. Foster	Cross-Validation of Scatterometer Measurements via Sea-Level Pressure Retrieval.	IEEE Trans. Geosci. Remote. Sens.	2012	DBLP DOI BibTeX RDF
11	Kewei Chen 0001, Napatkamon Ayutyanont, Jessica B. S. Langbaum, Adam Fleisher, Cole Reschke, Wendy Lee, Xiaofen Liu, Gene E. Alexander, Daniel Bandy, Richard J. Caselli, Eric Reiman	Correlations between FDG PET glucose uptake-MRI gray matter volume scores and apolipoprotein E ε4 gene dose in cognitively normal adults: A cross-validation study using voxel-based multi-modal partial least squares.	NeuroImage	2012	DBLP DOI BibTeX RDF
11	Lucian Hancu	Strategic Decision Models Cross-Validation by Use of Decision Reports Information Extraction.	Int. J. Comput. Commun. Control	2012	DBLP DOI BibTeX RDF
11	Jennifer Neville, Brian Gallagher, Tina Eliassi-Rad, Tao Wang	Correcting evaluation bias of relational classifiers with network cross validation.	Knowl. Inf. Syst.	2012	DBLP DOI BibTeX RDF
11	Ansgar Steland	Sequential Data-Adaptive Bandwidth Selection by Cross-Validation for Nonparametric Prediction.	Commun. Stat. Simul. Comput.	2012	DBLP DOI BibTeX RDF
11	Tapio Pahikkala, Hanna Suominen, Jorma Boberg	Efficient cross-validation for kernelized least-squares regression with sparse basis expansions.	Mach. Learn.	2012	DBLP DOI BibTeX RDF
11	Tammo Krueger, Danny Panknin, Mikio L. Braun	Fast Cross-Validation via Sequential Testing	CoRR	2012	DBLP BibTeX RDF
11	Sylvain Arlot, Matthieu Lerasle	Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation.	CoRR	2012	DBLP BibTeX RDF
11	Amera Almusharff, Ngoc Nguyen	A combination of time-scale calculus and a cross-validation technique used in fitting and evaluating fractional models.	Appl. Math. Lett.	2012	DBLP DOI BibTeX RDF
11	Bing Leung Patrick Cheung, Robert D. Nowak, Hyong Chol Lee, Wim van Drongelen, Barry D. Van Veen	Cross Validation for Selection of Cortical Interaction Models From Scalp EEG or MEG.	IEEE Trans. Biomed. Eng.	2012	DBLP DOI BibTeX RDF
11	Min-Kyu Kim	Cross-validation study of methods and technologies to assess mental models in a complex problem solving situation.	Comput. Hum. Behav.	2012	DBLP DOI BibTeX RDF
11	Jose G. Moreno-Torres, José A. Sáez, Francisco Herrera	Study on the Impact of Partition-Induced Dataset Shift on k -Fold Cross-Validation.	IEEE Trans. Neural Networks Learn. Syst.	2012	DBLP DOI BibTeX RDF
11	Sathish Ramani, Jon-Fredrik Nielsen, Jeffrey A. Fessler	Cross-validation and predicted risk estimation for nonlinear iterative reweighted least-squares MRI reconstruction.	ICIP	2012	DBLP DOI BibTeX RDF
11	Feng-Long Xie, Yi-Jian Wu, Frank K. Soong	Cross validation and Minimum Generation Error for improved model clustering in HMM-based TTS.	ISCSLP	2012	DBLP DOI BibTeX RDF
11	Danilo Moret, Karin K. Breitman, Evelin Amorim, José Talavera, Ruy Luiz Milidiú, José Viterbo Filho	Double dip map-reduce for processing cross validation jobs.	SAC	2012	DBLP DOI BibTeX RDF
11	Davide Anguita, Luca Ghelardoni, Alessandro Ghio, Luca Oneto, Sandro Ridella	The 'K' in K-fold Cross Validation.	ESANN	2012	DBLP BibTeX RDF
11	Alessandro Rudi, Gabriele Chiusano, Alessandro Verri	Adaptive Optimization for Cross Validation.	ESANN	2012	DBLP BibTeX RDF
11	Cuicui Song, Lingyu Xu, Hongmei Shi, Fei Zhong, Gaozhao Chen, Yang Liu	Cross-Validation of Multi-source SST Data Based on Point-to-Point.	CIT	2012	DBLP DOI BibTeX RDF
11	Jesús Andrés-Ferrer, Martin Sundermeyer, Hermann Ney	Conditional leaving-one-out and cross-validation for discount estimation in Kneser-Ney-like extensions.	ICASSP	2012	DBLP DOI BibTeX RDF
11	Jesse H. Krijthe, Tin Kam Ho, Marco Loog	Improving cross-validation based classifier selection using meta-learning.	ICPR	2012	DBLP BibTeX RDF
11	Michael Häfner, Michael Liedlgruber, Stefan Maimone, Andreas Uhl, Andreas Vécsei, Friedrich Wrba	Evaluation of cross-validation protocols for the classification of endoscopic images of colonic polyps.	CBMS	2012	DBLP DOI BibTeX RDF
11	Cuixian Chen, Yishi Wang, Yaw Chang, Karl Ricanek	Sensitivity Analysis with Cross-Validation for Feature Selection and Manifold Learning.	ISNN (1)	2012	DBLP DOI BibTeX RDF
11	Daniel Gyllstrom, Elisha J. Rosensweig, Jim Kurose	On the impact of PMU placement on observability and cross-validation.	e-Energy	2012	DBLP DOI BibTeX RDF
11	Predrag Stanisic, Savo Tomovic	Frequent itemset mining using two-fold cross-validation model.	MECO	2012	DBLP BibTeX RDF
11	Zeliha Gormez, Olcay Kursun, Ahmet Sertbas, Nizamettin Aydin, Huseyin Seker	Statistical bias and variance of gene selection and cross validation methods: A case study on hypertension prediction.	BHI	2012	DBLP DOI BibTeX RDF
11	Alexander Brenning	Spatial cross-validation and bootstrap for the assessment of prediction rules in remote sensing: The R package sperrorest.	IGARSS	2012	DBLP DOI BibTeX RDF
11	Dmitry I. Ignatov, Jonas Poelmans, Guido Dedene, Stijn Viaene	A New Cross-Validation Technique to Evaluate Quality of Recommender Systems.	PerMIn	2012	DBLP DOI BibTeX RDF
11	Xin Wang, Hui-Bin Wang, Hai-Tao Liu	An improved Gaussian mixture model based on least-squares cross-validation and Gaussian PSO with Gaussian jump.	ICMLC	2012	DBLP DOI BibTeX RDF
11	Yu-Quan Zhu, Jishun Ou, Geng Chen, Hai-Ping Yu	Dynamic weighting ensemble classifiers based on cross-validation.	Neural Comput. Appl.	2011	DBLP DOI BibTeX RDF
11	Tadayoshi Fushiki	Estimation of prediction error by using K-fold cross-validation.	Stat. Comput.	2011	DBLP DOI BibTeX RDF
11	Sylvain Arlot, Alain Celisse	Segmentation of the mean of heteroscedastic data via cross-validation.	Stat. Comput.	2011	DBLP DOI BibTeX RDF
11	Antti Airola, Tapio Pahikkala, Willem Waegeman, Bernard De Baets, Tapio Salakoski	An experimental comparison of cross-validation techniques for estimating the area under the ROC curve.	Comput. Stat. Data Anal.	2011	DBLP DOI BibTeX RDF
11	Antti Airola, Tapio Pahikkala, Tapio Salakoski	On Learning and Cross-Validation with Decomposed Nyström Approximation of Kernel Matrix.	Neural Process. Lett.	2011	DBLP DOI BibTeX RDF
11	Franco Flandoli, Enrico Giorgi, William P. Aspinall, Augusto Neri	Comparison of a new expert elicitation model with the Classical Model, equal weights and single experts, using a cross-validation technique.	Reliab. Eng. Syst. Saf.	2011	DBLP DOI BibTeX RDF
11	Kei Hashimoto, Heiga Zen, Yoshihiko Nankaku, Akinobu Lee, Keiichi Tokuda	Bayesian Context Clustering Using Cross Validation for Speech Recognition.	IEICE Trans. Inf. Syst.	2011	DBLP DOI BibTeX RDF
11	Stephen Wise	Cross-validation as a means of investigating DEM interpolation error.	Comput. Geosci.	2011	DBLP DOI BibTeX RDF
11	Richard M. Simon, Jyothi Subramanian, Ming-Chung Li, Supriya Menezes	Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data.	Briefings Bioinform.	2011	DBLP DOI BibTeX RDF
11	Masaaki Tsujitani, Yusuke Tanaka	Cross-Validation, Bootstrap, and Support Vector Machines.	Adv. Artif. Neural Syst.	2011	DBLP DOI BibTeX RDF
11	Paul Docherty 0001, J. Geoffrey Chase, Thomas Lotz, Christopher E. Hann, Geoffrey M. Shaw, Juliet E. Berkeley, Lisa TeMorenga, Jim I. Mann, Kirsten A. McAuley	Independent cohort cross-validation of the real-time DISTq estimation of insulin sensitivity.	Comput. Methods Programs Biomed.	2011	DBLP DOI BibTeX RDF
11	Haiyong Liao, Michael K. Ng 0001	Blind Deconvolution Using Generalized Cross-Validation Approach to Regularization Parameter Estimation.	IEEE Trans. Image Process.	2011	DBLP DOI BibTeX RDF
11	Juan R. Castro 0001, Oscar Castillo 0001, Patricia Melin, Olivia Mendoza, Antonio Rodríguez Díaz	An Interval Type-2 Fuzzy Neural Network for Chaotic Time Series Prediction with Cross-Validation and Akaike Test.	Soft Computing for Intelligent Control and Mobile Robotics	2011	DBLP DOI BibTeX RDF
11	Satyen Kale, Ravi Kumar 0001, Sergei Vassilvitskii	Cross-Validation and Mean-Square Stability.	ICS	2011	DBLP BibTeX RDF
11	Gaurav Bansal, John B. Kenney, Aaron Weinfield	Cross-Validation of DSRC Radio Testbed and NS-2 Simulation Platform for Vehicular Safety Communications.	VTC Fall	2011	DBLP DOI BibTeX RDF
11	Heiga Zen, Mark J. F. Gales	Decision tree-based context clustering based on cross validation and hierarchical priors.	ICASSP	2011	DBLP DOI BibTeX RDF
11	Hisao Ishibuchi, Yusuke Nakashima, Yusuke Nojima	Double cross-validation for performance evaluation of multi-objective genetic fuzzy systems.	GEFS	2011	DBLP DOI BibTeX RDF
11	Athanassios N. Avramidis	A cross-validation approach to bandwidth selection for a kernel-based estimate of the density of a conditional expectation.	WSC	2011	DBLP DOI BibTeX RDF
11	Yi-Cheng Tseng, Yuh-Jye Lee	Rank-r Updating Techniques for Fast Exact Cross-Validation.	ICDM (Poster and Industry Proceedings)	2011	DBLP BibTeX RDF
11	José Otero, Luciano Sánchez, Ana M. Palacios, Inés Couso	Managing stochastic algorithms cross-validation variability using an interval valued multiple comparison procedure.	ISDA	2011	DBLP DOI BibTeX RDF
11	Christoph Bergmeir, José Manuel Benítez	Forecaster performance evaluation with cross-validation and variants.	ISDA	2011	DBLP DOI BibTeX RDF
11	Yu Zhou 0015, Xiaokang Yang, Weiyao Lin, Yi Xu 0001, Long Xu	Hypothesis comparison guided cross validation for unsupervised signer adaptation.	ICME	2011	DBLP DOI BibTeX RDF
11	Faisal Zaman, Hideo Hirose	Estimation of Optimal Sample Size of Decision Forest with SVM Using Embedded Cross-Validation Method.	ACIIDS (2)	2011	DBLP DOI BibTeX RDF
11	Przemyslaw Klesk	A Relationship between Cross-validation and Vapnik Bounds on Generalization of Learning Machines.	ICAART (1)	2011	DBLP BibTeX RDF
11	Przemyslaw Klesk	Probabilistic Connection between Cross-Validation and Vapnik Bounds.	ICAART (Revised Selected Papers)	2011	DBLP DOI BibTeX RDF
11	Kun Yang 0002, Haipeng Wang, Guojun Dai, Sanqing Hu, Yanbin Zhang, Jing Xu 0004	Determining the repeat number of cross-validation.	BMEI	2011	DBLP DOI BibTeX RDF
11	Juan Peralta Donate, Paulo Cortez 0001, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel	Weighted Cross-Validation Evolving Artificial Neural Networks to Forecast Time Series.	SOCO	2011	DBLP DOI BibTeX RDF
11	Shuichi Kurogi, Tomokazu Nagi, Shoichi Yoshinaga, Hideaki Koya, Takeshi Nishida	Multiview Range Image Registration Using Competitive Associative Net and Leave-One-Image-Out Cross-Validation Error.	ICONIP (3)	2011	DBLP DOI BibTeX RDF