Search results for "cross-validation"

Hits ?▲	Authors	Title	Venue	Year	Link
11	Soroush Rastegarpour, Luca Ferrarini	Cross-validation of sliding mode control strategies for radiant floor temperature control.	ETFA	2017	DBLP DOI BibTeX RDF
11	Sounak Kumar Biswas, V. Chandrasekar	Cross validation of observations from GPM dual-frequnecy precipitation radar with S-band ground radar measurents over the Dallas - Fort worth region.	IGARSS	2017	DBLP DOI BibTeX RDF
11	Luca Martino, Valero Laparra, Gustau Camps-Valls	Probabilistic cross-validation estimators for Gaussian process regression.	EUSIPCO	2017	DBLP DOI BibTeX RDF
11	Jingxiang Zhang, Shitong Wang 0001	A fast leave-one-out cross-validation for SVM-like family.	Neural Comput. Appl.	2016	DBLP DOI BibTeX RDF
11	Sylvain Arlot, Matthieu Lerasle	Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation.	J. Mach. Learn. Res.	2016	DBLP BibTeX RDF
11	Aki Vehtari, Tommi Mononen, Ville Tolvanen, Tuomas Sivula, Ole Winther	Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian Latent Variable Models.	J. Mach. Learn. Res.	2016	DBLP BibTeX RDF
11	Yudong Zhang 0001, Zhangjing Yang, Huimin Lu 0001, Xingxing Zhou, Preetha Phillips, Qing-Ming Liu, Shuihua Wang	Facial Emotion Recognition Based on Biorthogonal Wavelet Entropy, Fuzzy Support Vector Machine, and Stratified Cross Validation.	IEEE Access	2016	DBLP DOI BibTeX RDF
11	Kimio Kuramitsu	Continuously revised assurance cases with stakeholders' cross-validation: a DEOS experience.	PeerJ Comput. Sci.	2016	DBLP DOI BibTeX RDF
11	Zhifei Shao, Meng Joo Er, Ning Wang 0002	An Efficient Leave-One-Out Cross-Validation-Based Extreme Learning Machine (ELOO-ELM) With Minimal User Intervention.	IEEE Trans. Cybern.	2016	DBLP DOI BibTeX RDF
11	Santanu Dutta	Cross-validation Revisited.	Commun. Stat. Simul. Comput.	2016	DBLP DOI BibTeX RDF
11	Ping Jiang 0010, Jiejie Chen	Displacement prediction of landslide based on generalized regression neural networks with K-fold cross-validation.	Neurocomputing	2016	DBLP DOI BibTeX RDF
11	Zhifei Shao, Meng Joo Er	Efficient Leave-One-Out Cross-Validation-based Regularized Extreme Learning Machine.	Neurocomputing	2016	DBLP DOI BibTeX RDF
11	Tomoyuki Obuchi, Yoshiyuki Kabashima	Cross validation in LASSO and its acceleration.	CoRR	2016	DBLP BibTeX RDF
11	Indre Zliobaite, Nikolaj Tatti	A note on adjusting $R^2$ for using with cross-validation.	CoRR	2016	DBLP BibTeX RDF
11	Jinye Zhang, Laming Chen, Petros T. Boufounos, Yuantao Gu	Cross Validation in Compressive Sensing and its Application of OMP-CV Algorithm.	CoRR	2016	DBLP BibTeX RDF
11	Niklas Thiemann, Christian Igel, Yevgeny Seldin	PAC-Bayesian Aggregation without Cross-Validation.	CoRR	2016	DBLP BibTeX RDF
11	Yoshiyuki Kabashima, Tomoyuki Obuchi, Makoto Uemura	Approximate cross-validation formula for Bayesian linear regression.	CoRR	2016	DBLP BibTeX RDF
11	Zeyi Wen, Bin Li 0073, Rao Kotagiri, Jian Chen 0011, Yawen Chen, Rui Zhang 0003	Improving Efficiency of SVM k-fold Cross-validation by Alpha Seeding.	CoRR	2016	DBLP BibTeX RDF
11	Vania Vieira Estrela, Luís A. Rivera, Paulo C. Beggio, Ricardo T. Lopes	Regularized Pel-Recursive Motion Estimation Using Generalized Cross-Validation and Spatial Adaptation.	CoRR	2016	DBLP BibTeX RDF
11	Tatsuro Kawamoto, Yoshiyuki Kabashima	Cross-validation model assessment for modular networks.	CoRR	2016	DBLP BibTeX RDF
11	Richard S. Sutton, Vivek Veeriah	Learning representations through stochastic gradient descent in cross-validation error.	CoRR	2016	DBLP BibTeX RDF
11	Charanpal Dhanjal, Nicolas Baskiotis, Stéphan Clémençon, Nicolas Usunier	An empirical comparison of V-fold penalisation and cross-validation for model selection in distribution-free regression.	Pattern Anal. Appl.	2016	DBLP DOI BibTeX RDF
11	Jun Tong, Peter J. Schreier, Qinghua Guo 0001, Sheng Tong, Jiangtao Xi, Yanguang Yu	Shrinkage of Covariance Matrices for Linear Signal Estimation Using Cross-Validation.	IEEE Trans. Signal Process.	2016	DBLP DOI BibTeX RDF
11	Josef P. Barnes, Peter R. Johnston	Application of robust Generalised Cross-Validation to the inverse problem of electrocardiology.	Comput. Biol. Medicine	2016	DBLP DOI BibTeX RDF
11	Patrícia Ramos, José Manuel Oliveira	A Procedure for Identification of Appropriate State Space and ARIMA Models Based on Time-Series Cross-Validation.	Algorithms	2016	DBLP DOI BibTeX RDF
11	Hidetoshi Shimodaira	Cross-validation of matching correlation analysis by resampling matching weights.	Neural Networks	2016	DBLP DOI BibTeX RDF
11	Jean-Eudes J. Dazard, Michael Choe, Michael LeBlanc, J. Sunil Rao	Cross-validation and peeling strategies for survival bump hunting using recursive peeling methods.	Stat. Anal. Data Min.	2016	DBLP DOI BibTeX RDF
11	Annabella Astorino, Antonio Fuduli	The Proximal Trajectory Algorithm in SVM Cross Validation.	IEEE Trans. Neural Networks Learn. Syst.	2016	DBLP DOI BibTeX RDF
11	Iván Díaz	Estimator and Model Selection Using Cross-Validation.	Handbook of Big Data	2016	DBLP BibTeX RDF
11	Stephanie Sapp, Erin LeDell	Divide and Recombine: Subsemble, Exploiting the Power of Cross-Validation.	Handbook of Big Data	2016	DBLP BibTeX RDF
11	Dahliyusmanto, Tutut Herawan, Syefrida Yulina, Abdul Hanan Abdullah	A Feature Selection Algorithm for Anomaly Detection in Grid Environment Using k-fold Cross Validation Technique.	SCDM	2016	DBLP DOI BibTeX RDF
11	Jun Tong, Qinghua Guo 0001, Jiangtao Xi, Yanguang Yu, Peter J. Schreier	Choosing the diagonal loading factor for linear signal estimation using cross validation.	ICASSP	2016	DBLP DOI BibTeX RDF
11	Mustakim Al Helal, Mohammad Salman Haydar, Seraj Al Mahmud Mostafa	Algorithms efficiency measurement on imbalanced data using geometric mean and cross validation.	IWCI	2016	DBLP DOI BibTeX RDF
11	Christian Lameiro, Peter J. Schreier	Cross-validation techniques for determining the number of correlated components between two data sets when the number of samples is very small.	ACSSC	2016	DBLP DOI BibTeX RDF
11	Grzegorz Baron	Comparison of Cross-Validation and Test Sets Approaches to Evaluation of Classifiers in Authorship Attribution Domain.	ISCIS	2016	DBLP DOI BibTeX RDF
11	Yoshiyuki Kabashima, Tomoyuki Obuchi, Makoto Uemura	Approximate cross-validation formula for Bayesian linear regression.	Allerton	2016	DBLP DOI BibTeX RDF
11	Mohamed Et-tolba, Fatima Ezzahra Naamane, Samir Saoudi	A cross-validation based semi-analytical performance evaluation for high order modulations.	WINCOM	2016	DBLP DOI BibTeX RDF
11	Michal Vasinek, Jan Platos, Václav Snásel	Limitations on Low Variance k-Fold Cross Validation in Learning Set of Rules Inducers.	INCoS	2016	DBLP DOI BibTeX RDF
11	Loïc Le Gratiet, Claire Cannamela	Cokriging-Based Sequential Design Strategies Using Fast Cross-Validation Techniques for Multi-Fidelity Computer Codes.	Technometrics	2015	DBLP DOI BibTeX RDF
11	Tammo Krueger, Danny Panknin, Mikio L. Braun	Fast cross-validation via sequential testing.	J. Mach. Learn. Res.	2015	DBLP BibTeX RDF
11	Libao Zhang, Jie Chen 0059, Tong Zhu	Image denoising based on iterative generalized cross-validation and fast translation invariant.	J. Vis. Commun. Image Represent.	2015	DBLP DOI BibTeX RDF
11	Petar Soric, Ivana Lolic	A note on forecasting euro area inflation: leave- $h$ -out cross validation combination as an alternative to model selection.	Central Eur. J. Oper. Res.	2015	DBLP DOI BibTeX RDF
11	Tzu-Tsung Wong	Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation.	Pattern Recognit.	2015	DBLP DOI BibTeX RDF
11	Yu Wang 0092, Jihong Li, Yanfang Li	Measure for data partitioning in m × 2 cross-validation.	Pattern Recognit. Lett.	2015	DBLP DOI BibTeX RDF
11	Rok Blagus, Lara Lusa	Joint use of over- and under-sampling techniques and cross-validation for the development and assessment of prediction models.	BMC Bioinform.	2015	DBLP DOI BibTeX RDF
11	Philip T. Reiss	Cross-validation and hypothesis testing in neuroimaging: An irenic comment on the exchange between Friston and Lindquist et al.	NeuroImage	2015	DBLP DOI BibTeX RDF
11	Ioannis Tsamardinos, Amin Rakhshani, Vincenzo Lagani	Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization.	Int. J. Artif. Intell. Tools	2015	DBLP DOI BibTeX RDF
11	Yu Zhou 0015, Xiaokang Yang, Yongzheng Zhang 0002, Xiang Xu, Yipeng Wang 0001, Xiujuan Chai, Weiyao Lin	Unsupervised adaptive sign language recognition based on hypothesis comparison guided cross validation and linguistic prior filtering.	Neurocomputing	2015	DBLP DOI BibTeX RDF
11	Zhifei Shao, Meng Joo Er, Ning Wang 0002	An effective semi-cross-validation model selection method for extreme learning machine with ridge regression.	Neurocomputing	2015	DBLP DOI BibTeX RDF
11	Yu Wang 0092, Jihong Li, Yanfang Li, Ruibo Wang, Xingli Yang	Confidence Interval for F1 Measure of Algorithm Performance Based on Blocked 3× 2 Cross-Validation.	IEEE Trans. Knowl. Data Eng.	2015	DBLP DOI BibTeX RDF
11	Michael J. Kurtz, Edwin A. Henneken	Measuring Metrics - A forty year longitudinal cross-validation of citations, downloads, and peer review in Astrophysics.	CoRR	2015	DBLP BibTeX RDF
11	Pooria Joulani, András György 0001, Csaba Szepesvári	Fast Cross-Validation for Incremental Learning.	CoRR	2015	DBLP BibTeX RDF
11	Hidetoshi Shimodaira	Cross-validation of matching correlation analysis by resampling matching weights.	CoRR	2015	DBLP BibTeX RDF
11	Sumio Watanabe	Bayesian Cross Validation and WAIC for Predictive Prior Design in Regular Asymptotic Theory.	CoRR	2015	DBLP BibTeX RDF
11	Christel Rushing, Anuradha Bulusu, Herbert I. Hurwitz, Andrew B. Nixon, Herbert Pang	A leave-one-out cross-validation SAS macro for the identification of markers associated with survival.	Comput. Biol. Medicine	2015	DBLP DOI BibTeX RDF
11	Chi Wai Yu, Bertrand S. Clarke	Regular, median and Huber cross-validation: A computational comparison.	Stat. Anal. Data Min.	2015	DBLP DOI BibTeX RDF
11	Michael N. Fienen, Nathaniel G. Plant	A cross-validation package driving Netica with python.	Environ. Model. Softw.	2015	DBLP DOI BibTeX RDF
11	Nils Y. Hammerla, Thomas Plötz	Let's (not) stick together: pairwise similarity biases cross-validation in activity recognition.	UbiComp	2015	DBLP DOI BibTeX RDF
11	Andrew J. Plassard, Patrick D. Kelly, Andrew J. Asman, Hakmook Kang, Mayur B. Patel, Bennett A. Landman	Revealing latent value of clinically acquired CTs of traumatic brain injury through multi-atlas segmentation in a retrospective study of 1, 003 with external cross-validation.	Medical Imaging: Image Processing	2015	DBLP DOI BibTeX RDF
11	Ozsel Kilinc, Ismail Uysal	Source-Aware Partitioning for Robust Cross-Validation.	ICMLA	2015	DBLP DOI BibTeX RDF
11	Milica Ljumovic, Michael Klar	Estimating expected error rates of random forest classifiers: A comparison of cross-validation and bootstrap.	MECO	2015	DBLP DOI BibTeX RDF
11	Bijan Afsari, Jin Seob Kim, Gregory S. Chirikjian	Cross-validation of data in SAXS and cryo-EM.	BIBM	2015	DBLP DOI BibTeX RDF
11	Ayush Sharma, David V. Anderson	Deep emotion recognition using prosodic and spectral feature extraction and classification based on cross validation and bootstrap.	SP/SPE	2015	DBLP DOI BibTeX RDF
11	Atsushi Shibagaki, Yoshiki Suzuki, Masayuki Karasuyama, Ichiro Takeuchi	Regularization Path of Cross-Validation Error Lower Bounds.	NIPS	2015	DBLP BibTeX RDF
11	Tianshu Feng, Fuzhen Zhuang, Qing He 0003	Improving ESVM with Generalized Cross-Validation.	IJCNN	2015	DBLP DOI BibTeX RDF
11	Shigeru Kaneda, Teruhiro Mizumoto, Taka Maeno, Mineo Takai, Shigeru Kashihara, Hirozumi Yamaguchi, Teruo Higashino	A cross validation of network system models for delay tolerant networks.	ICMU	2015	DBLP DOI BibTeX RDF
11	Pooria Joulani, András György 0001, Csaba Szepesvári	Fast Cross-Validation for Incremental Learning.	IJCAI	2015	DBLP BibTeX RDF
11	Ali Idri, Aya Hassani, Alain Abran	RBFN Networks-based Models for Estimating Software Development Effort: A Cross-validation Study.	SSCI	2015	DBLP DOI BibTeX RDF
11	Ali Idri, Aya Hassani, Alain Abran	RBFN Networks-Based Models for Estimating Software Development Effort: A Cross-Validation Study.	SSCI	2015	DBLP DOI BibTeX RDF
11	Yunong Zhang, Xiaotian Yu, Dongsheng Guo, Yonghua Yin, Zhijun Zhang 0003	Weights and structure determination of multiple-input feed-forward neural network activated by Chebyshev polynomials of Class 2 via cross-validation.	Neural Comput. Appl.	2014	DBLP DOI BibTeX RDF
11	Wentao Mao, Xiaoxia Mu, Yanbin Zheng, Guirong Yan	Leave-one-out cross-validation-based model selection for multi-input multi-output support vector machine.	Neural Comput. Appl.	2014	DBLP DOI BibTeX RDF
11	Sadiq I. Khan, Yang Hong 0001, Jonathan J. Gourley, Muhammad Umar Khattak, Tom De Groeve	Multi-Sensor Imaging and Space-Ground Cross-Validation for 2010 Flood along Indus River, Pakistan.	Remote. Sens.	2014	DBLP DOI BibTeX RDF
11	Yunong Zhang, Yonghua Yin, Dongsheng Guo, Xiaotian Yu, Lin Xiao 0002	Cross-validation based weights and structure determination of Chebyshev-polynomial neural networks for pattern classification.	Pattern Recognit.	2014	DBLP DOI BibTeX RDF
11	S. Roberts, G. Nowak	Stabilizing the lasso against cross-validation variability.	Comput. Stat. Data Anal.	2014	DBLP DOI BibTeX RDF
11	Christoph Bergmeir, Mauro Costantini, José Manuel Benítez	On the usefulness of cross-validation for directional forecast evaluation.	Comput. Stat. Data Anal.	2014	DBLP DOI BibTeX RDF
11	Paola Favati, Grazia Lotti, Ornella Menchi, Francesco Romani	Generalized Cross-Validation applied to Conjugate Gradient for discrete ill-posed problems.	Appl. Math. Comput.	2014	DBLP DOI BibTeX RDF
11	Hui Wang 0060, Junfeng Zhu, Martin Reuter 0001, Louis N. Vinke, Anastasia Yendiki, David A. Boas, Bruce Fischl, Taner Akkin	Cross-validation of serial optical coherence scanning and diffusion tensor imaging: A study on neural fiber maps in human medulla oblongata.	NeuroImage	2014	DBLP DOI BibTeX RDF
11	Darren Homrighausen, Daniel J. McDonald	Leave-one-out cross-validation is risk consistent for lasso.	Mach. Learn.	2014	DBLP DOI BibTeX RDF
11	Ulisses M. Braga-Neto, Amin Zollanvari, Edward R. Dougherty	Cross-validation under separate sampling: strong bias and how to correct it.	Bioinform.	2014	DBLP DOI BibTeX RDF
11	Max Kuhn	Futility Analysis in the Cross-Validation of Machine Learning Models.	CoRR	2014	DBLP BibTeX RDF
11	Da Kuang, Raffay Hamid	piCholesky: Polynomial Interpolation of Multiple Cholesky Factors for Efficient Approximate Cross-Validation.	CoRR	2014	DBLP BibTeX RDF
11	Seyed Mostafa Kia	Mass-Univariate Hypothesis Testing on MEEG Data using Cross-Validation.	CoRR	2014	DBLP BibTeX RDF
11	Damjan Krstajic, Ljubomir J. Buturovic, David E. Leahy, Simon Thomas	Cross-validation pitfalls when selecting and assessing regression and classification models.	J. Cheminformatics	2014	DBLP DOI BibTeX RDF
11	Désirée Baumann, Knut Baumann	Reliable estimation of prediction errors for QSAR models under model uncertainty using double cross-validation.	J. Cheminformatics	2014	DBLP DOI BibTeX RDF
11	Fatima Azzahra Amazal, Ali Idri, Alain Abran	Software Development Effort estimation using Classical and fuzzy Analogy: a Cross-Validation Comparative Study.	Int. J. Comput. Intell. Appl.	2014	DBLP DOI BibTeX RDF
11	Rigoberto Fonseca, Pilar Gómez-Gil	Temporal Validated Meta-Learning for Long-Term Forecasting of Chaotic Time Series Using Monte Carlo Cross-Validation.	Recent Advances on Hybrid Approaches for Designing Intelligent Systems	2014	DBLP DOI BibTeX RDF
11	Gert Jan Hofstede, Catholijn M. Jonker, Tim Verwaart	Cross-Validation of Gaming Simulation and Multi-Agent Simulation.	Perspectives on Culture and Agent-based Simulations	2014	DBLP DOI BibTeX RDF
11	Gitte Vanwinckelen, Hendrik Blockeel	Look before you leap: Some insights into learner evaluation with cross-validation.	SSDM@ECML/PKDD	2014	DBLP BibTeX RDF
11	Yong Liu 0018, Shizhong Liao	Preventing Over-Fitting of Cross-Validation with Kernel Stability.	ECML/PKDD (2)	2014	DBLP DOI BibTeX RDF
11	Shusaku Tsumoto, Shoji Hirano	Formal analysis of cross-validation for rule induction using probabilistic indices.	ICCI*CC	2014	DBLP DOI BibTeX RDF
11	Zeyi Wen, Rui Zhang 0003, Kotagiri Ramamohanarao, Jianzhong Qi 0001, Kerry L. Taylor	MASCOT: Fast and Highly Scalable SVM Cross-Validation Using GPUs and SSDs.	ICDM	2014	DBLP DOI BibTeX RDF
11	Kevin Allix, Tegawendé F. Bissyandé, Quentin Jérome, Jacques Klein, Radu State, Yves Le Traon	Large-scale machine learning-based malware detection: confronting the "10-fold cross validation" scheme with reality.	CODASPY	2014	DBLP DOI BibTeX RDF
11	Jinye Zhang, Laming Chen, Petros T. Boufounos, Yuantao Gu	On the theoretical analysis of cross validation in compressive sensing.	ICASSP	2014	DBLP DOI BibTeX RDF
11	Teerayuth Tongbarn, Boonsri Kaewkham-ai, Kasemsak Uthaichana	Modeling of flue gas path system for desulfurization in power plant with k-fold cross validation.	ICARCV	2014	DBLP DOI BibTeX RDF
11	Elena Chernousova, Pavel Levdik, Alexander Tatarchuk, Vadim Mottl, David Windridge	Non-enumerative Cross Validation for the Determination of Structural Parameters in Feature-Selective SVMs.	ICPR	2014	DBLP DOI BibTeX RDF
11	Ping Jiang 0010, Zhigang Zeng, Jiejie Chen, Tingwen Huang	Generalized Regression Neural Networks with K-Fold Cross-Validation for Displacement of Landslide Forecasting.	ISNN	2014	DBLP DOI BibTeX RDF
11	Ales Cernezel, Ivan Rozman, Bostjan Brumen	Comparisons between Three Cross-Validation Methods for Measuring Learners' Performances.	EJC	2014	DBLP DOI BibTeX RDF
11	Ghadah Aldehim, Wenjia Wang	Reliability and Effectiveness of Cross-Validation in Feature Selection.	SGAI Conf.	2014	DBLP DOI BibTeX RDF
11	Yuya Yokoyama, Teruhisa Hochin, Hiroki Nomiya	Consideration of cross-validation in estimating objective scores of answer statements posted at Q&A sites.	SNPD	2014	DBLP DOI BibTeX RDF
11	Joana Matos Dias, Humberto Rocha, Brigida Costa Ferreira, Maria do Carmo Lopes	IMRT Beam Angle Optimization Using DDS with a Cross-Validation Approach for Configuration Selection.	ICCSA (2)	2014	DBLP DOI BibTeX RDF