Search results for "Leave-one-out"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
31	Xiaolin Wang 0002, Masao Utiyama, Andrew M. Finch, Taro Watanabe, Eiichiro Sumita	Leave-one-out Word Alignment without Garbage Collector Effects.	EMNLP	2015	DBLP DOI BibTeX RDF
31	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
31	Darren Homrighausen, Daniel J. McDonald	Leave-one-out cross-validation is risk consistent for lasso.	Mach. Learn.	2014	DBLP DOI BibTeX RDF
31	Xia Hong 0001, Sheng Chen 0001, Abdulrohman Qatawneh, Khaled Daqrouq, Muntasir Sheikh, Ali Morfeq	A radial basis function network classifier to maximise leave-one-out mutual information.	Appl. Soft Comput.	2014	DBLP DOI BibTeX RDF
31	Monika Simjanoska, Ana Madevska Bogdanova	Novel Methodology for CRC Biomarkers Detection with Leave-One-Out Bayesian Classification.	ICT Innovations	2014	DBLP DOI BibTeX RDF
31	Shusaku Tsumoto, Shoji Hirano	Formal analysis of leave-one out method based on decremental sampling scheme.	SMC	2014	DBLP DOI BibTeX RDF
31	Shusaku Tsumoto, Shoji Hirano	Evaluation of Leave-One Out Method Based on Incremental Sampling Scheme.	RSEISP	2014	DBLP DOI BibTeX RDF
31	Takuro Kutsuna, Akihiro Yamamoto	Outlier Detection Based on Leave-One-Out Density Using Binary Decision Diagrams.	PAKDD (2)	2014	DBLP DOI BibTeX RDF
31	Shusaku Tsumoto, Shoji Hirano	Formal Analysis of Leave-One-Out Methods Based on Decremental Sampling Scheme.	WI-IAT (1)	2014	DBLP DOI BibTeX RDF
31	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
31	Gergely Tóth, Zsolt Bodai, Károly Héberger	Estimation of influential points in any data set from coefficient of determination and its leave-one-out cross-validated counterpart.	J. Comput. Aided Mol. Des.	2013	DBLP DOI BibTeX RDF
31	Ekrem Kocaguneli, Tim Menzies	Software effort models should be assessed via leave-one-out validation.	J. Syst. Softw.	2013	DBLP DOI BibTeX RDF
31	Jin Yuan, Xuemei Liu, Cheng-Liang Liu	Leave-one-out manifold regularization.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
31	Amin Zollanvari, Ulisses M. Braga-Neto, Edward R. Dougherty	Exact representation of the second-order moments for resubstitution and leave-one-out error estimation for linear discriminant analysis in the univariate heteroskedastic Gaussian model.	Pattern Recognit.	2012	DBLP DOI BibTeX RDF
31	Joern Wuebker, Mei-Yuh Hwang, Chris Quirk	Leave-One-Out Phrase Model Training for Large-Scale Deployment.	WMT@NAACL-HLT	2012	DBLP BibTeX RDF
31	Yong Liu 0018, Shizhong Liao, Yuexian Hou	Learning kernels with upper bounds of leave-one-out error.	CIKM	2011	DBLP DOI BibTeX RDF
31		Leave-One-Out Cross-Validation.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
31		Leave-One-Out Error.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
31	Nizar Bouguila, Mukti Nath Ghimire	Discrete visual features modeling via leave-one-out likelihood estimation and applications.	J. Vis. Commun. Image Represent.	2010	DBLP DOI BibTeX RDF
31	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
31	Kentaro Fukuta, Tomomasa Nagashima, Yoshifumi Okada	LEAF: Leave-One-Out Forward Selection Method for Cancer Classification Using Gene Expression Data.	ACIS-ICIS	2010	DBLP DOI BibTeX RDF
31	Yoan Miche, Emil Eirola, Patrick Bas, Olli Simula, Christian Jutten, Amaury Lendasse, Michel Verleysen	Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs.	ESANN	2010	DBLP BibTeX RDF
31	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
31	Amin Zollanvari, Ulisses M. Braga-Neto, Edward R. Dougherty	On the sampling distribution of resubstitution and leave-one-out error estimators for linear classifiers.	Pattern Recognit.	2009	DBLP DOI BibTeX RDF
31	Stanislaw Jankowski, Zbigniew Szymanski, Ewa Piatkowska-Janko	Semi-Supervised Least-Squares Support Vector Classifier based on Virtual Leave One Out Residuals.	PRIS	2009	DBLP BibTeX RDF
31	Xia Hong 0001, Sheng Chen 0001, Chris J. Harris	A fast linear-in-the-parameters classifier construction algorithm using orthogonal forward selection to minimize leave-one-out misclassification rate.	Int. J. Syst. Sci.	2008	DBLP DOI BibTeX RDF
31	Masayuki Karasuyama, Ryohei Nakano	Optimizing Sparse Kernel Ridge Regression hyperparameters based on leave-one-out cross-validation.	IJCNN	2008	DBLP DOI BibTeX RDF
31	Xia Hong 0001, Richard J. Mitchell 0001	Backward elimination model construction for regression and classification using leave-one-out criteria.	Int. J. Syst. Sci.	2007	DBLP DOI BibTeX RDF
31	V. Vijaya Saradhi, Harish Karnick	Error Estimation for Kernel Matrix Learning Through Leave-One-Out-Kernel Bootstrap.	IICAI	2007	DBLP BibTeX RDF
31	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
31	Ming-Wei Chang, Chih-Jen Lin	Leave-One-Out Bounds for Support Vector Regression Model Selection.	Neural Comput.	2005	DBLP DOI BibTeX RDF
31	Yingjie Tian 0001, Naiyang Deng	Leave-one-out Bounds for Support Vector Regression.	CIMCA/IAWTIC	2005	DBLP DOI BibTeX RDF
31	Olivier Caelen, Gianluca Bontempi	How to allocate a restricted budget of leave-one-out assessments for effective model selection in machine learning: a comparison of state-of-the-art techniques.	BNAIC	2005	DBLP BibTeX RDF
31	Xia Hong 0001, Sheng Chen 0001, Paul M. Sharkey	Automatic Kernel Regression Modelling Using Combined Leave-One-Out Test Score and Regularised Orthogonal Least Squares.	Int. J. Neural Syst.	2004	DBLP DOI BibTeX RDF
31	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
31	Martin M. S. Lee, S. Sathiya Keerthi, Chong Jin Ong, Dennis DeCoste	An efficient method for computing leave-one-out error in support vector machines with Gaussian kernels.	IEEE Trans. Neural Networks	2004	DBLP DOI BibTeX RDF
31	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
31	Tong Zhang 0001	Leave-One-Out Bounds for Kernel Methods.	Neural Comput.	2003	DBLP DOI BibTeX RDF
31	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
31	Adam Kowalczyk	Sparsity of Data Representation of Optimal Kernel Machine and Leave-one-out Estimator.	NIPS	2000	DBLP BibTeX RDF
31	Michael J. Kearns, Dana Ron	Algorithmic Stability and Sanity-Check Bounds for Leave-One-Out Cross-Validation.	Neural Comput.	1999	DBLP DOI BibTeX RDF
31	Jason Weston	Leave-One-Out Support Vector Machines.	IJCAI	1999	DBLP BibTeX RDF
31	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
31	Michael J. Kearns, Dana Ron	Algorithmic Stability and Sanity-Check Bounds for Leave-one-Out Cross-Validation.	COLT	1997	DBLP DOI BibTeX RDF
31	Friedrich Ackermann, Grit Herrmann, Stefan Posch, Gerhard Sagerer	Evaluierung eines Protein-Dockingsystems durch Leave-One-Out-Test.	DAGM-Symposium	1996	DBLP DOI BibTeX RDF
31	Sean B. Holden	PAC-Like Upper Bounds for the Sample Complexity of Leave-one-Out Cross-Validation.	COLT	1996	DBLP DOI BibTeX RDF
26	Gavin C. Cawley, Nicola L. C. Talbot	Efficient Model Selection for Kernel Logistic Regression.	ICPR (2)	2004	DBLP DOI BibTeX RDF
26	Sameer Singh 0002, Mark Hewitt	Cursive Digit and Character Recognition on Cedar Database.	ICPR	2000	DBLP DOI BibTeX RDF
19	Sunho Park, Seungjin Choi	Source Separation with Gaussian Process Models.	ECML	2007	DBLP DOI BibTeX RDF
17	Yong Fan 0001, Dinggang Shen, Ruben C. Gur, Raquel E. Gur, Christos Davatzikos	COMPARE: Classification of Morphological Patterns Using Adaptive Regional Elements.	IEEE Trans. Medical Imaging	2007	DBLP DOI BibTeX RDF
17	Daniel T. H. Lai, Ahsan H. Khandoker, Rezaul K. Begg, Marimuthu Palaniswami	A hybrid Support Vector Machine and autoregressive model for detecting gait disorders in the elderly.	IJCNN	2007	DBLP DOI BibTeX RDF
17	Christine Tanner, David J. Hawkes, Michael Khazen, Preminda Kessar, Martin O. Leach	Does registration improve the performance of a computer aided diagnosis system for dynamic contrast-enhanced MR mammography?	ISBI	2006	DBLP DOI BibTeX RDF
17	Yong Fan 0001, Dinggang Shen, Christos Davatzikos	Classification of Structural Images via High-Dimensional Image Warping, Robust Feature Extraction, and SVM.	MICCAI	2005	DBLP DOI BibTeX RDF
17	Zhuo Gao, K. Y. Michael Wong	Smooth Performance Landscapes of the Variational Bayesian Approach.	ICANN (2)	2005	DBLP DOI BibTeX RDF
17	Kamel Saadi, Nicola L. C. Talbot, Gavin C. Cawley	Optimally Regularised Kernel Fisher Discriminant Analysis.	ICPR (2)	2004	DBLP DOI BibTeX RDF
17	Helene Schulerud	Bias of Error Rates in Linear Discriminant Analysis Caused by Feature Selection and Sample Size.	ICPR	2000	DBLP DOI BibTeX RDF
17	Lars Kai Hansen, Jan Larsen	Linear unlearning for cross-validation.	Adv. Comput. Math.	1996	DBLP DOI BibTeX RDF
11	Adrien Bartoli	On Computing the Prediction Sum of Squares Statistic in Linear Least Squares Problems with Multiple Parameter or Measurement Sets.	Int. J. Comput. Vis.	2009	DBLP DOI BibTeX RDF	PRESS, Deformation centre, Registration, Cross-validation, Image warp, Thin-Plate Spline
11	Sundeep Singh Nanuwa, Huseyin Seker	Investigation into the role of sequence-driven-features for prediction of protein structural classes.	BIBE	2008	DBLP DOI BibTeX RDF
10	Amit Dhurandhar, Alin Dobra	Semi-analytical method for analyzing models and model selection measures based on moment analysis.	ACM Trans. Knowl. Discov. Data	2009	DBLP DOI BibTeX RDF	classification, Model selection, generalization error
10	Shahar Jamshy, Eyal Krupka, Yehezkel Yeshurun	Reducing Keypoint Database Size.	ICIAP	2009	DBLP DOI BibTeX RDF	ALOI, Recognition, Saliency, Keypoints
10	Meng Ma, Marijn van Stralen, Johan H. C. Reiber, Johan G. Bosch, Boudewijn P. F. Lelieveldt	Left Ventricle Segmentation from Contrast Enhanced Fast Rotating Ultrasound Images Using Three Dimensional Active Shape Models.	FIMH	2009	DBLP DOI BibTeX RDF
10	Olivier Ecabert, Jochen Peters, Hauke Schramm, Cristian Lorenz, Jens von Berg, Matthew J. Walker, Mani Vembar, Mark E. Olszewski, Krishna Subramanyan, Guy Lavi, Jürgen Weese	Automatic Model-Based Segmentation of the Heart in CT Images.	IEEE Trans. Medical Imaging	2008	DBLP DOI BibTeX RDF
10	Erick Corrêa da Silva, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rodolfo Acatauassu Nunes	Diagnosis of lung nodule using Moran's index and Geary's coefficient in computerized tomography images.	Pattern Anal. Appl.	2008	DBLP DOI BibTeX RDF	Diagnosis of lung nodule, Moran’s index, Geary’s coefficient, Texture analysis
10	Xiaoxu Han, Joseph Scazzero	Protein Expression Molecular Pattern Discovery by Nonnegative Principal Component Analysis.	PRIB	2008	DBLP DOI BibTeX RDF	Nonnegative principle component analysis, support vector machine (SVM), sparse coding
10	Jean-François Horn, Marie Odile Habert, Alain Giron, Bernard Fertil	Alzheimer's Disease and Frontotemporal Dementia Differential Automatic Diagnosis Based on Spect Images.	ISBI	2007	DBLP DOI BibTeX RDF
10	KunHong Liu 0001, De-Shuang Huang, Bo Li 0002	Improving the performance of ICA based microarray data prediction models with genetic algorithm.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
10	Feng Shi 0001, Yong Liu 0002, Tianzi Jiang, Yuan Zhou 0009, Wanlin Zhu, Jiefeng Jiang, Haihong Liu, Zhening Liu	Regional Homogeneity and Anatomical Parcellation for fMRI Image Classification: Application to Schizophrenia and Normal Controls.	MICCAI (2)	2007	DBLP DOI BibTeX RDF
10	Romulo Pinho, Jan Sijbers, Toon Huysmans	Segmentation of the Human Trachea Using Deformable Statistical Models of Tubular Shapes.	ACIVS	2007	DBLP DOI BibTeX RDF
10	Srinivas Mukkamala, Krishna Yendrapalli, Ram B. Basnet, Andrew H. Sung	Detecting Coordinated Distributed Multiple Attacks.	AINA Workshops (1)	2007	DBLP DOI BibTeX RDF
10	Hon Nian Chua, Wing-Kin Sung, Limsoon Wong	Exploiting Indirect Neighbours and Topological Weight to Predict Protein Function from Protein-Protein Interactions.	BioDM	2006	DBLP DOI BibTeX RDF
10	Jie Sun 0002, Xiao-Feng Hui	Financial Distress Prediction Based on Similarity Weighted Voting CBR.	ADMA	2006	DBLP DOI BibTeX RDF
10	David Sommer, Martin Golz	A Comparison of Validation Methods for Learning Vector Quantization and for Support Vector Machines on Two Biomedical Data Sets.	GfKl	2005	DBLP DOI BibTeX RDF
10	Aristófanes C. Silva, Paulo Cezar Pinto Carvalho, Marcelo Gattass	Analysis of spatial variability using geostatistical functions for diagnosis of lung nodule in computerized tomography images.	Pattern Anal. Appl.	2004	DBLP DOI BibTeX RDF	Diagnosis of lung nodule, Semivariogram, Semimadogram, Covariogram, Correlogram
10	Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu, Abbes Amira	Feature Selection using Tabu Search for Improving the Classification Rate of Prostate Needle Biopsies.	ICPR (2)	2004	DBLP DOI BibTeX RDF
10	Aristófanes C. Silva, Perfilino Eugênio Ferreira Jr., Paulo Cezar Pinto Carvalho, Marcelo Gattass	Diagnosis of Lung Nodule Using the Semivariogram Function.	SSPR/SPR	2004	DBLP DOI BibTeX RDF
10	Marleen de Bruijne, Bram van Ginneken, Lambertus W. Bartels, Maarten J. van der Laan, Jan D. Blankensteijn, Wiro J. Niessen, Max A. Viergever	Automated Segmentation of Abdominal Aortic Aneurysms in Multi-spectral MR Images.	MICCAI (2)	2003	DBLP DOI BibTeX RDF
10	Carlos E. Thomaz, Duncan Fyfe Gillies, Raul Queiroz Feitosa	A New Quadratic Classifier Applied to Biometric Recognition.	Biometric Authentication	2002	DBLP DOI BibTeX RDF
10	Yumi Iwashita, Ryo Kurazume	Person identification from human walking sequences using affine moment invariants.	ICRA	2009	DBLP DOI BibTeX RDF
10	Kun Wang, Tianzi Jiang, Meng Liang, Liang Wang, Lixia Tian, Xinqing Zhang, Kuncheng Li, Zhening Liu	Discriminative Analysis of Early Alzheimer's Disease Based on Two Intrinsically Anti-correlated Networks with Resting-State fMRI.	MICCAI (2)	2006	DBLP DOI BibTeX RDF
9	Guo-Zheng Li 0001, Hao-Hua Meng, Mary Qu Yang, Jack Y. Yang	Combining support vector regression with feature selection for multivariate calibration.	Neural Comput. Appl.	2009	DBLP DOI BibTeX RDF	Multivariate calibration, Feature selection, Artificial neural networks, Support vector regression, Partial least square
9	Xia Hong 0001, Sheng Chen 0001, Chris J. Harris	A Forward-Constrained Regression Algorithm for Sparse Kernel Density Estimation.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
9	Heung-Il Suk, Bong-Kee Sin, Seong-Whan Lee	Robust modeling and recognition of hand gestures with dynamic Bayesian network.	ICPR	2008	DBLP DOI BibTeX RDF
9	Forrest Sheng Bao, Donald Yu-Chun Lie, Yuanlin Zhang 0002	A New Approach to Automated Epileptic Diagnosis Using EEG and Probabilistic Neural Network.	ICTAI (2)	2008	DBLP DOI BibTeX RDF
9	Heang-Ping Chan, Jun Wei 0002, Yiheng Zhang, Berkman Sahiner, Lubomir M. Hadjiiski, Mark A. Helvie	Detection of Masses in Digital Breast Tomosynthesis Mammography: Effects of the Number of Projection Views and Dose.	Digital Mammography / IWDM	2008	DBLP DOI BibTeX RDF	computer-aided detection, mass, Digital breast tomosynthesis
9	Corinna Cortes, Mehryar Mohri, Ashish Rastogi	An Alternative Ranking Problem for Search Engines.	WEA	2007	DBLP DOI BibTeX RDF
9	Fuchun Lin, Chunshui Yu, Tianzi Jiang, Kuncheng Li, Piu Chan, Hao Lei	Discriminative Analysis of Neuromyelitis Optica Using Twodimensional Histogram from Diffusion Tensor Imaging.	ISBI	2007	DBLP DOI BibTeX RDF
9	Dumitru Brinza, Alexander Zelikovsky	Discrete Methods for Association Search and Status Prediction in Genotype Case-Control Studies.	BIBE	2007	DBLP DOI BibTeX RDF
9	Jinjia Wang, Wenxue Hong, Xin Li	The New Graphical Features of Star Plot for K Nearest Neighbor Classifier.	ICIC (2)	2007	DBLP DOI BibTeX RDF	star plot, graphical features, features extraction, K nearest neighbor classifier
9	Martin von Siebenthal, Gábor Székely, Alan J. Lomax, Philippe C. Cattin	Inter-subject Modelling of Liver Deformation During Radiation Therapy.	MICCAI (1)	2007	DBLP DOI BibTeX RDF
9	Pantelis Georgiadis, Dionisis A. Cavouras, Ioannis Kalatzis, Antonis Daskalakis, George C. Kagadis, Koralia Sifaki, Menelaos Malamas, George Nikiforidis, Ekaterini Solomou	Non-linear Least Squares Features Transformation for Improving the Performance of Probabilistic Neural Networks in Classifying Human Brain Tumors on MRI.	ICCSA (3)	2007	DBLP DOI BibTeX RDF
9	Fabian Ojeda, Johan A. K. Suykens, Bart De Moor	Variable selection by rank-one updates for least squares support vector machines.	IJCNN	2007	DBLP DOI BibTeX RDF
9	Rui Xu 0002, Yen-Wei Chen 0001	Appearance Models for Medical Volumes with Few Samples by Generalized 3D-PCA.	ICONIP (1)	2007	DBLP DOI BibTeX RDF
9	Malcolm J. Beynon, Lianne Jones, Catherine A. Holt	Classification of Osteoarthritic and Normal Knee Function Using Three-Dimensional Motion Analysis and the Dempster-Shafer Theory of Evidence.	IEEE Trans. Syst. Man Cybern. Part A	2006	DBLP DOI BibTeX RDF
9	Daniel J. Jacobsen, Kristoffer Hougaard Madsen, Lars Kai Hansen	Identification of non-linear models of neural activity in BOLD fMRI.	ISBI	2006	DBLP DOI BibTeX RDF
9	Wei Fan 0001, Ian Davidson	Reverse testing: an efficient framework to select amongst classifiers under sample selection bias.	KDD	2006	DBLP DOI BibTeX RDF	classification, cross-validation, stationary distribution, sample selection bias
9	Elena Marchiori, Connie R. Jimenez, Mikkel West-Nielsen, Niels H. H. Heegaard	Robust SVM-Based Biomarker Selection with Noisy Mass Spectrometric Proteomic Data.	EvoWorkshops	2006	DBLP DOI BibTeX RDF
9	Bailing Zhang	Cancer Classification by Kernel Principal Component Self-regression.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF
9	Panu Phinjaroenphan, Savitri Bevinakoppa, Panlop Zeephongsekul	A Method for Estimating the Execution Time of a Parallel Task on a Grid Node.	EGC	2005	DBLP DOI BibTeX RDF
9	Yuhang Wang, Fillia Makedon	Application of Relief-F Feature Filtering Algorithm to Selecting Informative Genes for Cancer Classification Using Microarray Data.	CSB	2004	DBLP DOI BibTeX RDF