Search results for "cross-validation"

Hits ?▲	Authors	Title	Venue	Year	Link
11	Xiaoxia Song, Yong Li, Wenmei Nie	Noisy Data Gathering in Wireless Sensor Networks via Compressed Sensing and Cross Validation.	CWSN	2019	DBLP DOI BibTeX RDF
11	Md. Rafiul Amin, Rose T. Faghih	Tonic and Phasic Decomposition of Skin Conductance Data: A Generalized-Cross-Validation-Based Block Coordinate Descent Approach.	EMBC	2019	DBLP DOI BibTeX RDF
11	Dae-young Kim, Varun Mandalapu, Joseph M. Hart, Stephan Bodkin, Nutta Homdee, John C. Lach, Jiaqi Gong	Poster Abstract: Examining Cross-Validation Strategies for Predictive Modeling of Anterior Cruciate Ligament Reinjury.	CHASE	2019	DBLP DOI BibTeX RDF
11	Alexander J. Bisberg, Rogelio Enrique Cardona-Rivera	SCOPE: Selective Cross-Validation over Parameters for Elo.	AIIDE	2019	DBLP BibTeX RDF
11	Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Claudio Pomo, Azzurra Ragone	On the discriminative power of hyper-parameters in cross-validation and how to choose them.	RecSys	2019	DBLP DOI BibTeX RDF
11	Caiyun Huang, Peng Zhang 0001, Yong Sun, Yujia Zhu, Yang Liu 0320	SFDS: A Self-Feedback Detection System for DNS Hijacking Based on Multi-Protocol Cross Validation.	ICT	2019	DBLP DOI BibTeX RDF
11	Ni Wayan Surya Wardhani, Masithoh Yessi Rochayani, Atiek Iriany, Agus Dwi Sulistyono, Prayudi Lestantyo	Cross-validation Metrics for Evaluating Classification Performance on Imbalanced Data.	IC3INA	2019	DBLP DOI BibTeX RDF
11	Lennard Segers, Jolien Ubacht, Yao-Hua Tan, Boriana D. Rukanova	The use of a blockchain-based smart import declaration to reduce the need for manual cross-validation by customs authorities.	DG.O	2019	DBLP DOI BibTeX RDF
11	Chen Sun 0008, Lang Su, Sunsheng Gu, Jean M. Uwabeza Vianney, Kongjian Qin, Dongpu Cao	Cross Validation for CNN based Affordance Learning and Control for Autonomous Driving.	ITSC	2019	DBLP DOI BibTeX RDF
11	Mantas Lukosevicius, Arnas Uselis	Efficient Cross-Validation of Echo State Networks.	ICANN (Workshop)	2019	DBLP DOI BibTeX RDF
11	Ivan Arias, V. Chandrasekar 0001, Shashank S. Joshil	Cross-Validation of CSU-Chivo Radar and GPM During Relampago.	IGARSS	2019	DBLP DOI BibTeX RDF
11	Måns Magnusson, Michael Riis Andersen, Johan Jonasson, Aki Vehtari	Bayesian leave-one-out cross-validation for large data.	ICML	2019	DBLP BibTeX RDF
11	Payam Refaeilzadeh, Lei Tang 0001, Huan Liu 0001	Cross-Validation.	Encyclopedia of Database Systems (2nd ed.)	2018	DBLP DOI BibTeX RDF
11	Lingraj Dora, Sanjay Agrawal 0002, Rutuparna Panda, Ajith Abraham	Nested cross-validation based adaptive sparse representation algorithm and its application to pathological brain classification.	Expert Syst. Appl.	2018	DBLP DOI BibTeX RDF
11	Elizabeth R. Piette, Jason H. Moore	Improving machine learning reproducibility in genetic association studies with proportional instance cross validation (PICV).	BioData Min.	2018	DBLP DOI BibTeX RDF
11	Alain Celisse, Tristan Mary-Huard	Theoretical Analysis of Cross-Validation for Estimating the Risk of the $k$-Nearest Neighbor Classifier.	J. Mach. Learn. Res.	2018	DBLP BibTeX RDF
11	Tomoyuki Obuchi, Yoshiyuki Kabashima	Accelerating Cross-Validation in Multinomial Logistic Regression with $\ell_1$-Regularization.	J. Mach. Learn. Res.	2018	DBLP BibTeX RDF
11	Miriam Seoane Santos, Jastin Pompeu Soares, Pedro Henriques Abreu, Hélder Araújo, João A. M. Santos	Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches [Research Frontier].	IEEE Comput. Intell. Mag.	2018	DBLP DOI BibTeX RDF
11	Sounak Kumar Biswas, V. Chandrasekar	Cross-Validation of Observations between the GPM Dual-Frequency Precipitation Radar and Ground Based Dual-Polarization Radars.	Remote. Sens.	2018	DBLP DOI BibTeX RDF
11	Devin Routh, Lindsi Seegmiller, Charlie Bettigole, Catherine Kuhn, Chadwick D. Oliver, Henry B. Glick	Improving the Reliability of Mixture Tuned Matched Filtering Remote Sensing Classification Results Using Supervised Learning Algorithms and Cross-Validation.	Remote. Sens.	2018	DBLP DOI BibTeX RDF
11	Russell B. Millar	Conditional vs marginal estimation of the predictive loss of hierarchical models using WAIC and cross-validation.	Stat. Comput.	2018	DBLP DOI BibTeX RDF
11	Jun Tong, Rui Hu 0009, Jiangtao Xi, Zhitao Xiao, Qinghua Guo 0001, Yanguang Yu	Linear shrinkage estimation of covariance matrices using low-complexity cross-validation.	Signal Process.	2018	DBLP DOI BibTeX RDF
11	Christoph Bergmeir, Rob J. Hyndman, Bonsoo Koo	A note on the validity of cross-validation for evaluating autoregressive time series prediction.	Comput. Stat. Data Anal.	2018	DBLP DOI BibTeX RDF
11	Sangman Kim, Jusung Park	Hybrid Feature Selection Method Based on Neural Networks and Cross-Validation for Liver Cancer With Microarray.	IEEE Access	2018	DBLP DOI BibTeX RDF
11	Cuili Yang, Xinxin Zhu, Zohaib Ahmad, Lei Wang 0173, Junfei Qiao 0001	Design of Incremental Echo State Network Using Leave-One-Out Cross-Validation.	IEEE Access	2018	DBLP DOI BibTeX RDF
11	Ehsan Bokhari, Lawrence J. Hubert	The Lack of Cross-Validation Can Lead to Inflated Results and Spurious Conclusions: A Re-Analysis of the MacArthur Violence Risk Assessment Study.	J. Classif.	2018	DBLP DOI BibTeX RDF
11	Takashi Watanabe, Akito Monden, Zeynep Yücel, Yasutaka Kamei, Shuji Morisaki	Cross-Validation-Based Association Rule Prioritization Metric for Software Defect Characterization.	IEICE Trans. Inf. Syst.	2018	DBLP DOI BibTeX RDF
11	Kevin S. Weiner, Michael A. Barnett, Nathan Witthoft, Golijeh Golarai, Anthony Stigliani, Kendrick N. Kay, Jesse Gomez, Vaidehi S. Natu, Katrin Amunts, Karl Zilles, Kalanit Grill-Spector	Defining the most probable location of the parahippocampal place area using cortex-based alignment and cross-validation.	NeuroImage	2018	DBLP DOI BibTeX RDF
11	Gaël Varoquaux	Cross-validation failure: Small sample sizes lead to large error bars.	NeuroImage	2018	DBLP DOI BibTeX RDF
11	Severin Hauenstein, Simon N. Wood, Carsten F. Dormann	Computing AIC for black-box models using generalized degrees of freedom: A comparison with cross-validation.	Commun. Stat. Simul. Comput.	2018	DBLP DOI BibTeX RDF
11	Giulio Bottegal, Gianluigi Pillonetto	The generalized cross validation filter.	Autom.	2018	DBLP DOI BibTeX RDF
11	Xun Huan, Cosmin Safta, Khachik Sargsyan, Zachary P. Vane, Guilhem Lacaze, Joseph C. Oefelein, Habib N. Najm	Compressive Sensing with Cross-Validation and Stop-Sampling for Sparse Polynomial Chaos Expansions.	SIAM/ASA J. Uncertain. Quantification	2018	DBLP DOI BibTeX RDF
11	Ioannis Tsamardinos, Elissavet Greasidou, Giorgos Borboudakis	Bootstrapping the out-of-sample predictions for efficient and accurate cross-validation.	Mach. Learn.	2018	DBLP DOI BibTeX RDF
11	Jeremy R. Coyle, Nima S. Hejazi	origami: A Generalized Framework for Cross-Validation in R.	J. Open Source Softw.	2018	DBLP DOI BibTeX RDF
11	Yiannis Kokkinos, Konstantinos G. Margaritis	Managing the computational cost of model selection and cross-validation in extreme learning machines via Cholesky, SVD, QR and eigen decompositions.	Neurocomputing	2018	DBLP DOI BibTeX RDF
11	Liujun Zhu, Jeffrey P. Walker, Nan Ye, Christoph Rüdiger, Jörg M. Hacker, Rocco Panciera, Mihai A. Tanase, Xiaoling Wu 0001, Douglas A. Gray 0001, Nick J. S. Stacy, Alvin S. Goh, Heath Yardley, Jim Mead	The Polarimetric L-Band Imaging Synthetic Aperture Radar (PLIS): Description, Calibration, and Cross-Validation.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2018	DBLP DOI BibTeX RDF
11	Shane T. Barratt, Rishi Sharma 0005	Optimizing for Generalization in Machine Learning with Cross-Validation Gradients.	CoRR	2018	DBLP BibTeX RDF
11	Henry B. Moss, David S. Leslie, Paul Rayson	Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models.	CoRR	2018	DBLP BibTeX RDF
11	Jun Tong, Rui Hu 0009, Jiangtao Xi, Zhitao Xiao, Qinghua Guo 0001, Yanguang Yu	Linear Shrinkage Estimation of Covariance Matrices Using Low-Complexity Cross-Validation.	CoRR	2018	DBLP BibTeX RDF
11	Jacques Wainer, Gavin C. Cawley	Nested cross-validation when selecting classifiers is overzealous for most practical applications.	CoRR	2018	DBLP BibTeX RDF
11	Matthias Sebastian Treder	Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDA.	CoRR	2018	DBLP BibTeX RDF
11	Priscila G. M. dos Santos, Rodrigo S. Sousa, Ismael C. S. Araujo, Adenilton J. da Silva	Quantum enhanced cross-validation for near-optimal neural networks architecture selection.	CoRR	2018	DBLP BibTeX RDF
11	R. Sampath, J. Indumathi	Earlier detection of Alzheimer disease using N-fold cross validation approach.	J. Medical Syst.	2018	DBLP DOI BibTeX RDF
11	A. Y. M. Atiquil Islam, Magdalena Mo Ching Mok, Qian Xiuxiu, Chin Hai Leng	Factors influencing students' satisfaction in using wireless internet in higher education: Cross-validation of TSM.	Electron. Libr.	2018	DBLP DOI BibTeX RDF
11	Chang Wen, Kai Xie, Yu Hu, Jianbiao He	Fast recovery of weak signal based on three-dimensional curvelet transform and generalised cross validation.	IET Signal Process.	2018	DBLP DOI BibTeX RDF
11	Abdelhadi Lotfi, Abdelkader Benyettou	Cross-Validation Probabilistic Neural Network Based Face Identification.	J. Inf. Process. Syst.	2018	DBLP BibTeX RDF
11	Antoine Soulé, Jean-Marc Steyaert, Jérôme Waldispühl	A Nested 2-Level Cross-Validation Ensemble Learning Pipeline Suggests a Negative Pressure Against Crosstalk snoRNA-mRNA Interactions in Saccharomyces Cerevisae.	RECOMB	2018	DBLP DOI BibTeX RDF
11	Priscila G. M. dos Santos, Ismael C. S. Araujo, Rodrigo S. Sousa, Adenilton J. da Silva	Quantum Enhanced k-fold Cross-Validation.	BRACIS	2018	DBLP DOI BibTeX RDF
11	Jiejie Chen, Ping Jiang 0010, Zhigang Zeng, Boshan Chen	R-RTRL Based on Recurrent Neural Network with K-Fold Cross-Validation for Multi-step-ahead Prediction Landslide Displacement.	ISNN	2018	DBLP DOI BibTeX RDF
11	Henry B. Moss, David S. Leslie, Paul Rayson	Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models.	COLING	2018	DBLP BibTeX RDF
11	Xiaoyao Fan, David W. Roberts, Jonathan D. Olson, Chen Li, Keith D. Paulsen	Image updating for brain deformation compensation: cross-validation with intraoperative ultrasound.	Medical Imaging: Image-Guided Procedures	2018	DBLP DOI BibTeX RDF
11	V. Chandrasekar 0001, Sounak Kumar Biswas, Minda Le, Haonan Chen 0001	Cross Validation of Raindrop Size Distribution Retrievals from GPM Dual-frequency Precipitation Radar Using Ground-based Polarimetric Radar.	IGARSS	2018	DBLP DOI BibTeX RDF
11	Ivan Arias, V. Chandrasekar 0001	Cross Validation of GPM and Ground-Based Radar in Latin America and the Caribbean.	IGARSS	2018	DBLP DOI BibTeX RDF
11	Karim T. Abou-Moustafa, Csaba Szepesvári	An Exponential Tail Bound for Lq Stable Learning Rules. Application to k-Folds Cross-Validation.	ISAIM	2018	DBLP BibTeX RDF
11	Yong Liu 0018, Hailun Lin, Lizhong Ding 0001, Weiping Wang 0005, Shizhong Liao	Fast Cross-Validation.	IJCAI	2018	DBLP DOI BibTeX RDF
11	Chih Hui Seet, Huang-Yao Hong	Understanding the Effects of Online Collaborative Knowledge-Building Activities on Pre-service Teachers' Views of "Learning": A Case Study Using Triple Cross-Validation Analysis.	ICITL	2018	DBLP DOI BibTeX RDF
11	Yi Zhong 0003	Feature selection and classification for high-dimensional biological data under cross-validation framework.		2018	RDF
11		Stratified Cross Validation.	Encyclopedia of Machine Learning and Data Mining	2017	DBLP DOI BibTeX RDF
11		Leave-One-Out Cross-Validation.	Encyclopedia of Machine Learning and Data Mining	2017	DBLP DOI BibTeX RDF
11		Cross-Validation.	Encyclopedia of Machine Learning and Data Mining	2017	DBLP DOI BibTeX RDF
11	Michael J. Kurtz, Edwin A. Henneken	Measuring metrics - a 40-year longitudinal cross-validation of citations, downloads, and peer review in astrophysics.	J. Assoc. Inf. Sci. Technol.	2017	DBLP DOI BibTeX RDF
11	Lei Ma 0005, Manchun Li, Yu Gao, Tan Chen, Xiaoxue Ma, Lean Qu	A Novel Wrapper Approach for Feature Selection in Object-Based Image Classification Using Polygon-Based Cross-Validation.	IEEE Geosci. Remote. Sens. Lett.	2017	DBLP DOI BibTeX RDF
11	Aki Vehtari, Andrew Gelman, Jonah Gabry	Erratum to: Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC.	Stat. Comput.	2017	DBLP DOI BibTeX RDF
11	Aki Vehtari, Andrew Gelman, Jonah Gabry	Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC.	Stat. Comput.	2017	DBLP DOI BibTeX RDF
11	Yong Liu 0018, Shizhong Liao	Granularity selection for cross-validation of SVM.	Inf. Sci.	2017	DBLP DOI BibTeX RDF
11	Gaoxia Jiang, Wenjian Wang	Markov cross-validation for time series model evaluations.	Inf. Sci.	2017	DBLP DOI BibTeX RDF
11	Tzu-Tsung Wong	Parametric methods for comparing the performance of two classification algorithms evaluated by k-fold cross validation on multiple data sets.	Pattern Recognit.	2017	DBLP DOI BibTeX RDF
11	Gaoxia Jiang, Wenjian Wang	Error estimation based on variance analysis of k-fold cross-validation.	Pattern Recognit.	2017	DBLP DOI BibTeX RDF
11	Edson Duarte, Jacques Wainer	Empirical comparison of cross-validation and internal metrics for tuning SVM hyperparameters.	Pattern Recognit. Lett.	2017	DBLP DOI BibTeX RDF
11	Abigail R. Colson, Roger M. Cooke	Cross validation for the classical model of structured expert judgment.	Reliab. Eng. Syst. Saf.	2017	DBLP DOI BibTeX RDF
11	Mahmoud Afshari	Nonlinear wavelet shrinkage estimator of nonparametric regularity regression function via cross-validation with simulation study.	Int. J. Wavelets Multiresolution Inf. Process.	2017	DBLP DOI BibTeX RDF
11	Gaël Varoquaux, Pradeep Reddy Raamana, Denis A. Engemann, Andrés Hoyos Idrobo, Yannick Schwartz, Bertrand Thirion	Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines.	NeuroImage	2017	DBLP DOI BibTeX RDF
11	Olga Y. Savchuk, Jeffrey D. Hart	Fully robust one-sided cross-validation for regression functions.	Comput. Stat.	2017	DBLP DOI BibTeX RDF
11	Jonne Pohjankukka, Tapio Pahikkala, Paavo Nevalainen, Jukka Heikkonen	Estimating the prediction performance of spatial models via spatial k-fold cross validation.	Int. J. Geogr. Inf. Sci.	2017	DBLP DOI BibTeX RDF
11	Zhiqiang Qin, Jinlong Wang, Jin Chen 0007, Long Wang 0010	Adaptive Compressed Spectrum Sensing Based on Cross Validation in WideBand Cognitive Radio System.	IEEE Syst. J.	2017	DBLP DOI BibTeX RDF
11	Andreas Hueni, Alexander Damm, Mathias Kneubühler, Daniel Schläpfer, Michael E. Schaepman	Field and Airborne Spectroscopy Cross Validation - Some Considerations.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2017	DBLP DOI BibTeX RDF
11	Caixia Gao, Shi Qiu 0002, Enyu Zhao, Chuanrong Li, Lingli Tang, Lingling Ma, Xiaoguang Jiang, Yonggang Qian, Yongguang Zhao, Ning Wang 0011, Lu Ren	Land Surface Temperature Retrieval From FY-3C/VIRR Data and Its Cross-Validation With Terra/MODIS.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2017	DBLP DOI BibTeX RDF
11	Tzu-Tsung Wong, Nai-Yu Yang	Dependency Analysis of Accuracy Estimates in k-Fold Cross Validation.	IEEE Trans. Knowl. Data Eng.	2017	DBLP DOI BibTeX RDF
11		Determination of hysteresis in finite-state random walks using Bayesian cross validation.	CoRR	2017	DBLP BibTeX RDF
11	Giulio Bottegal, Gianluigi Pillonetto	The Generalized Cross Validation Filter.	CoRR	2017	DBLP BibTeX RDF
11	Karim T. Abou-Moustafa, Csaba Szepesvári	An a Priori Exponential Tail Bound for k-Folds Cross-Validation.	CoRR	2017	DBLP BibTeX RDF
11	Ioannis Tsamardinos, Elissavet Greasidou, Michalis Tsagris, Giorgos Borboudakis	Bootstrapping the Out-of-sample Predictions for Efficient and Accurate Cross-Validation.	CoRR	2017	DBLP BibTeX RDF
11	Mansoor Sheikh, A. C. C. Coolen	Accurate Bayesian Data Classification without Hyperparameter Cross-validation.	CoRR	2017	DBLP BibTeX RDF
11	Tie Luo, Leonid Zeynalvand	Reshaping Mobile Crowd Sensing using Cross Validation to Improve Data Credibility.	CoRR	2017	DBLP BibTeX RDF
11	Xun Huan, Cosmin Safta, Khachik Sargsyan, Zachary P. Vane, Guilhem Lacaze, Joseph C. Oefelein, Habib N. Najm	Compressive Sensing with Cross-Validation and Stop-Sampling for Sparse Polynomial Chaos Expansions.	CoRR	2017	DBLP BibTeX RDF
11	Ning Xu, Jian Hong, Timothy C. G. Fisher	Stability of cross-validation and minmax-optimal number of folds.	CoRR	2017	DBLP BibTeX RDF
11	Bin Gu 0001, Victor S. Sheng, KengYeow Tay, Walter Romano, Shuo Li 0001	Cross Validation Through Two-Dimensional Solution Surface for Cost-Sensitive SVM.	IEEE Trans. Pattern Anal. Mach. Intell.	2017	DBLP DOI BibTeX RDF
11	François Bachoc, Agnès Lagnoux, Thi Mong Ngoc Nguyen	Cross-validation estimation of covariance parameters under fixed-domain asymptotics.	J. Multivar. Anal.	2017	DBLP DOI BibTeX RDF
11	Jianglin Huang, Jacky Wai Keung, Federica Sarro, Yan-Fu Li, Yuen-Tak Yu, W. K. Chan 0001, Hongyi Sun	Cross-validation based K nearest neighbor imputation for software quality datasets: An empirical study.	J. Syst. Softw.	2017	DBLP DOI BibTeX RDF
11	Yinghui Yang, Qiang Chen 0015, Qian Xu, Yijun Zhang 0006, Qi Yong, Guoxiang Liu 0001	Coseismic surface deformation of the 2014 Napa earthquake mapped by Sentinel-1A SAR and accuracy assessment with COSMO-SkyMed and GPS data as cross validation.	Int. J. Digit. Earth	2017	DBLP DOI BibTeX RDF
11	Jin Seob Kim, Bijan Afsari, Gregory S. Chirikjian	Cross-Validation of Data Compatibility Between Small Angle X-ray Scattering and Cryo-Electron Microscopy.	J. Comput. Biol.	2017	DBLP DOI BibTeX RDF
11	Shinsuke Hara, Takunori Shimazaki, Hiroyuki Okuhata, Hajime Nakamura, Takashi Kawabata, Kai Cai, Tomohito Takubo	Parameter optimization of motion artifact canceling PPG-based heart rate sensor by means of cross validation.	ISMICT	2017	DBLP DOI BibTeX RDF
11	Liguo Lou, Joon Koh	Antecedents and Outcomes of Brand Relationship Quality in Brand Communities: A Cross-validation Test of Two Social Media Samples.	PACIS	2017	DBLP BibTeX RDF
11	Sai Ma, Haiyan Li, Hui Zhang 0089, Xi Xie	Reverberation Level Recognition by Formants Based on 10-Fold Cross Validation of GMM.	IFTC	2017	DBLP DOI BibTeX RDF
11	Tie Luo, Leonid Zeynalvand	Reshaping Mobile Crowd Sensing Using Cross Validation to Improve Data Credibility.	GLOBECOM	2017	DBLP DOI BibTeX RDF
11	Hao Peng 0007, Zhe Jin, John A. Miller 0001	Bayesian Networks with Structural Restrictions: Parallelization, Performance, and Efficient Cross-Validation.	BigData Congress	2017	DBLP DOI BibTeX RDF
11	Haobo Qiu, Liming Chen, Chen Jiang, Xiwen Cai, Liang Gao 0001	Ensemble of surrogate models using sign based cross validation error.	CSCWD	2017	DBLP DOI BibTeX RDF
11	Zeyi Wen, Bin Li 0073, Kotagiri Ramamohanarao, Jian Chen 0011, Yawen Chen, Rui Zhang 0003	Improving Efficiency of SVM k-Fold Cross-Validation by Alpha Seeding.	AAAI	2017	DBLP DOI BibTeX RDF
11	Wei Shi, Vera Demberg	Do We Need Cross Validation for Discourse Relation Classification?	EACL (2)	2017	DBLP DOI BibTeX RDF
11	Peng Wu, Baowang Lian, Zesheng Dan, Qiong Yang	A Novel Wavelet Denoising Algorithm Based on 2-Fold Cross Validation for BDS GEO Code Multipath Bias.	ChinaCom (1)	2017	DBLP DOI BibTeX RDF