Search results for "overfitting"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
17	Cullen Schaffer	Sparse Data and the Effect of Overfitting Avoidance in Decision Tree Induction.	AAAI	1992	DBLP BibTeX RDF
17	Andrew B. Nobel	Evaluating the Performance of a Simple Inductive Procedure in the Presence of Overfitting Error.	COLT	1991	DBLP BibTeX RDF
10	Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani 0001	Feature selection for ordinal regression.	SAC	2010	DBLP DOI BibTeX RDF	ordinal classification, feature selection, ordinal regression, product reviews
10	Stephan M. Winkler, Michael Affenzeller, Witold Jacak, Herbert Stekel	Classification of tumor marker values using heuristic data mining methods.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	tumor marker data, data mining, machine learning, classification, statistical analysis
10	Cassio Pennachin, Moshe Looks, João Antônio de Vasconcelos	Robust symbolic regression with affine arithmetic.	GECCO	2010	DBLP DOI BibTeX RDF	robustness, symbolic regression, affine arithmetic
10	Deepak Agarwal, Bee-Chung Chen	fLDA: matrix factorization through latent dirichlet allocation.	WSDM	2010	DBLP DOI BibTeX RDF	latent factor model, supervised topic model, recommender systems, collaborative filtering, graphical model, bayesian hierarchical model
10	Topon Kumar Paul, Hitoshi Iba	Prediction of Cancer Class with Majority Voting Genetic Programming Classifier Using Gene Expression Data.	IEEE ACM Trans. Comput. Biol. Bioinform.	2009	DBLP DOI BibTeX RDF	data mining, feature extraction, gene expression, majority voting, Classifier design and evaluation, evolutionary computing and genetic algorithm
10	Xiaofeng Wang, De-Shuang Huang	A Novel Density-Based Clustering Framework by Using Level Set Method.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
10	Nina S. T. Hirata	Multilevel Training of Binary Morphological Operators.	IEEE Trans. Pattern Anal. Mach. Intell.	2009	DBLP DOI BibTeX RDF
10	Kamran Shafi, Tim Kovacs, Hussein A. Abbass, Weiping Zhu 0001	Intrusion detection with evolutionary learning classifier systems.	Nat. Comput.	2009	DBLP DOI BibTeX RDF	Learning classifier systems, XCS, LCS, Intrusion, UCS
10	Fan Jiang, Ying Wu 0001, Aggelos K. Katsaggelos	A Dynamic Hierarchical Clustering Method for Trajectory-Based Unusual Video Event Detection.	IEEE Trans. Image Process.	2009	DBLP DOI BibTeX RDF
10	Jochen Garcke, Markus Hegland	Fitting multidimensional data using gradient penalties and the sparse grid combination technique.	Computing	2009	DBLP DOI BibTeX RDF	Mathematics Subject Classification (2000) 62G08, 62J02, 65D10
10	Emna Bahri, Stéphane Lallich, Nicolas Nicoloyannis, Mondher Maddouri	A Hybrid Approach of Boosting Against Noisy Data.	Mining Complex Data	2009	DBLP DOI BibTeX RDF
10	Thomas Weise 0001, Michael Zapf, Raymond Chiong, Antonio J. Nebro	Why Is Optimization Difficult?.	Nature-Inspired Algorithms for Optimisation	2009	DBLP DOI BibTeX RDF
10	Ulrich Rückert 0002	Capacity Control for Partially Ordered Feature Sets.	ECML/PKDD (2)	2009	DBLP DOI BibTeX RDF	capacity control, partially ordered features, graph mining, QSAR
10	Chenguang Zhu, Weizhu Chen, Zeyuan Allen Zhu, Gang Wang 0010, Dong Wang 0022, Zheng Chen 0001	A general magnitude-preserving boosting algorithm for search ranking.	CIKM	2009	DBLP DOI BibTeX RDF	directed distance function (ddf), magnitude-preserving, pairwise-preference
10	Young-Woo Seo, Chris Urmson	Utilizing prior information to enhance self-supervised aerial image analysis for extracting parking lot structures.	IROS	2009	DBLP DOI BibTeX RDF
10	Raymond S. Smith, Terry Windeatt	The Bias Variance Trade-Off in Bootstrapped Error Correcting Output Code Ensembles.	MCS	2009	DBLP DOI BibTeX RDF
10	Tomonari Masada, Atsuhiro Takasu, Tsuyoshi Hamada, Yuichiro Shibata, Kiyoshi Oguri	Bag of Timestamps: A Simple and Efficient Bayesian Chronological Mining.	APWeb/WAIM	2009	DBLP DOI BibTeX RDF
10	Bao-Hong Shen, Shuiwang Ji, Jieping Ye	Mining discrete patterns via binary matrix factorization.	KDD	2009	DBLP DOI BibTeX RDF	binary matrix factorization, rank-one, regularization, integer linear program, maximum flow, minimum cut
10	Minmin Chen, Yixin Chen 0001, Michael R. Brent, Aaron E. Tenney	Constrained optimization for validation-guided conditional random field learning.	KDD	2009	DBLP DOI BibTeX RDF	extended saddle points, constrained optimization, conditional random fields, cross validation
10	Qiang Niu, Shixiong Xia, Lei Zhang 0029	Association Classification Based on Compactness of Rules.	WKDD	2009	DBLP DOI BibTeX RDF
10	Oner Ulvi Celepcikay, Christoph F. Eick	REG^2: a regional regression framework for geo-referenced datasets.	GIS	2009	DBLP DOI BibTeX RDF	regional knowledge discovery, regional regression, clustering, spatial data mining, regression analysis
10	Manuel Martín-Merino, Javier De Las Rivas	Improving k-NN for Human Cancer Classification Using the Gene Expression Profiles.	IDA	2009	DBLP DOI BibTeX RDF
10	Kourosh Neshatian, Mengjie Zhang 0001	Pareto front feature selection: using genetic programming to explore feature space.	GECCO	2009	DBLP DOI BibTeX RDF	filter approach, genetic programming, feature subset selection, pareto front
10	Erik Rodner, Joachim Denzler	Randomized Probabilistic Latent Semantic Analysis for Scene Recognition.	CIARP	2009	DBLP DOI BibTeX RDF
10	Tomoyuki Hiroyasu, Masashi Nishioka, Mitsunori Miki, Hisatake Yokouchi	Application of MOGA Search Strategy to SVM Training Data Selection.	EMO	2009	DBLP DOI BibTeX RDF
10	Shinichi Nakajima, Masashi Sugiyama	Analysis of Variational Bayesian Matrix Factorization.	PAKDD	2009	DBLP DOI BibTeX RDF
10	Horng-Lin Shieh	A Robust Support Vector Regression Based on Fuzzy Clustering.	IEA/AIE	2009	DBLP DOI BibTeX RDF	robust, noise, Fuzzy Clustering, outlier, Support vector regression
10	Manuel Martín-Merino, Javier De Las Rivas	Kernel Alignment k-NN for Human Cancer Classification Using the Gene Expression Profiles.	ICANN (2)	2009	DBLP DOI BibTeX RDF
10	Ginés Rubio, Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Guillén	Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error.	ICANN (2)	2009	DBLP DOI BibTeX RDF
10	Vladimir Cherkassky, Wuyang Dai	Empirical Study of the Universum SVM Learning for High-Dimensional Data.	ICANN (1)	2009	DBLP DOI BibTeX RDF
10	Enrique Argones-Rúa, David Pérez-Piñar López, José Luis Alba-Castro	Ergodic HMM-UBM System for On-Line Signature Verification.	COST 2101/2102 Conference	2009	DBLP DOI BibTeX RDF
10	Yihua Chen, Maya R. Gupta, Benjamin Recht	Learning kernels from indefinite similarities.	ICML	2009	DBLP DOI BibTeX RDF
10	Vladimir Nikulin, Geoffrey J. McLachlan, Shu-Kay Ng	Ensemble Approach for the Classification of Imbalanced Data.	Australasian Conference on Artificial Intelligence	2009	DBLP DOI BibTeX RDF	gradient-based optimisation, decision trees, boosting, random forest, ensemble classifier
10	Markus Wüthrich, Marcus Liwicki, Andreas Fischer 0002, Emanuel Indermühle, Horst Bunke, Gabriel Viehhauser, Michael Stolz	Language Model Integration for the Recognition of Handwritten Medieval Documents.	ICDAR	2009	DBLP DOI BibTeX RDF
10	Kosuke Hashimoto, Kiyoko F. Aoki-Kinoshita, Nobuhisa Ueda, Minoru Kanehisa, Hiroshi Mamitsuka	A new efficient probabilistic model for mining labeled ordered trees applied to glycobiology.	ACM Trans. Knowl. Discov. Data	2008	DBLP DOI BibTeX RDF	labeled ordered trees, probabilistic models, maximum likelihood, Expectation-maximization
10	Weiming Hu, Wei Hu, Stephen J. Maybank	AdaBoost-Based Algorithm for Network Intrusion Detection.	IEEE Trans. Syst. Man Cybern. Part B	2008	DBLP DOI BibTeX RDF
10	Ulrich Rückert 0002, Stefan Kramer 0001	Margin-based first-order rule learning.	Mach. Learn.	2008	DBLP DOI BibTeX RDF	First-order learning, Capacity control, Relational learning, Rule learning, Margins
10	Xiaofei He 0001, Deng Cai 0001, Jiawei Han 0001	Learning a Maximum Margin Subspace for Image Retrieval.	IEEE Trans. Knowl. Data Eng.	2008	DBLP DOI BibTeX RDF	Image databases, Information Search and Retrieval, Image/video retrieval
10	Sotirios Chatzis, Dimitrios I. Kosmopoulos, Theodora A. Varvarigou	Signal Modeling and Classification Using a Robust Latent Space Model Based on t Distributions.	IEEE Trans. Signal Process.	2008	DBLP DOI BibTeX RDF
10	Zhiheng Huang, Tamás D. Gedeon, Masoud Nikravesh	Pattern Trees Induction: A New Machine Learning Method.	IEEE Trans. Fuzzy Syst.	2008	DBLP DOI BibTeX RDF
10	Nikolaos Gianniotis, Peter Tiño	Visualization of Tree-Structured Data Through Generative Topographic Mapping.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
10	Fernando Fernández 0001, Pedro Isasi	Local Feature Weighting in Nearest Prototype Classification.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
10	Hisao Ishibuchi, Yusuke Nojima, Isao Kuwajima	Evolutionary Multiobjective Design of Fuzzy Rule-Based Classifiers.	Computational Intelligence: A Compendium	2008	DBLP DOI BibTeX RDF
10	Kazunori Okada, Christoph von der Malsburg	Face Recognition and Pose Estimation with Parametric Linear Subspaces.	Applied Pattern Recognition	2008	DBLP DOI BibTeX RDF
10	David Heckerman	A Tutorial on Learning with Bayesian Networks.	Innovations in Bayesian Networks	2008	DBLP DOI BibTeX RDF
10	Henryk Maciejewski	Adaptive Selection of Feature Set Dimensionality for Classification of DNA Microarray Samples.	Computer Recognition Systems 2	2008	DBLP DOI BibTeX RDF
10	Deng Cai 0001, Qiaozhu Mei, Jiawei Han 0001, Chengxiang Zhai	Modeling hidden topics on document manifold.	CIKM	2008	DBLP DOI BibTeX RDF	manifold regularization, probabilistic latent semantic indexing, generative model, document representation
10	Nicolas Chapados, Charles Dugas, Pascal Vincent, Réjean Ducharme	Scoring Models for Insurance Risk Sharing Pool Opimization.	ICDM Workshops	2008	DBLP DOI BibTeX RDF
10	Ángela Blanco, Manuel Martín-Merino, Javier De Las Rivas	Combining Dissimilarities in a Hyper Reproducing Kernel Hilbert Space for Complex Human Cancer Prediction.	ICMLA	2008	DBLP DOI BibTeX RDF
10	Bay Vo, Bac Le	A Novel Classification Algorithm Based on Association Rules Mining.	PKAW	2008	DBLP DOI BibTeX RDF	Classification Association Rules, ECR-tree, Association Rules, Classifier
10	Dimitrios H. Mantzaris, George C. Anastassopoulos, Dimitrios K. Lymberopoulos	Medical disease prediction using Artificial Neural Networks.	BIBE	2008	DBLP DOI BibTeX RDF
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	Si-Yao Fu, Guo ShengYang, Zeng-Guang Hou, Zi-ze Liang, Min Tan 0001	Multiple kernel learning from sets of partially matching image features.	ICPR	2008	DBLP DOI BibTeX RDF
10	Wenyu Zhang, Jinzhao Liang, Jianzhou Wang, Jinxing Che	Chaotic Time Series Forecasting Base on Fuzzy Adaptive PSO for Feedforward Neural Network Training.	ICYCS	2008	DBLP DOI BibTeX RDF
10	Karen Hovsepian, Peter Anselmo, Subhasish Mazumdar	A modeling-based classification algorithm validated with simulated data.	WSC	2008	DBLP DOI BibTeX RDF
10	Chan-Yun Yang, Jianjun Wang 0003, Jr-Syu Yang, Guo-Ding Yu	Imbalanced SVM Learning with Margin Compensation.	ISNN (1)	2008	DBLP DOI BibTeX RDF	Imbalanced learning, Classification, Pattern recognition, Support vector machine, Margin
10	Bo Geng, Linjun Yang, Chao Xu 0006, Xian-Sheng Hua 0001	Collaborative learning for image and video annotation.	Multimedia Information Retrieval	2008	DBLP DOI BibTeX RDF	concept correlation, image annotation, video annotation
10	Shelly Xiaonan Wu, Wolfgang Banzhaf	Combatting financial fraud: a coevolutionary anomaly detection approach.	GECCO	2008	DBLP DOI BibTeX RDF	financial fraud, parisian approach, self-nonself space pattern construction, fuzzy logic, anomaly detection, ecology, coevolutionary algorithms
10	Andrew Skabar	A Kernel-Based Technique for Direction-of-Change Financial Time Series Forecasting.	ICCS (2)	2008	DBLP DOI BibTeX RDF	kernel methods, Financial time series forecasting
10	Xiao Zhang, Lin Liang, Xiaoou Tang, Heung-Yeung Shum	L1 regularized projection pursuit for additive model learning.	CVPR	2008	DBLP DOI BibTeX RDF
10	Ralph Gross, Latanya Sweeney, Fernando De la Torre, Simon Baker	Semi-supervised learning of multi-factor models for face de-identification.	CVPR	2008	DBLP DOI BibTeX RDF
10	Wei Jiang, Jiake Lv, Xuan Wang, Rongrong Sun	A Novel Hybrid Approach of KPCA and SVM for Crop Quality Classification.	CSSE (4)	2008	DBLP DOI BibTeX RDF
10	Christie M. Fuller, David P. Biros, Dursun Delen	Exploration of Feature Selection and Advanced Classification Models for High-Stakes Deception Detection.	HICSS	2008	DBLP DOI BibTeX RDF
10	Yan Peng, Like Zhuang	Research of BP-SOM Evaluation Model and Its Application.	ICNSC	2008	DBLP DOI BibTeX RDF
10	Tanasanee Phienthrakul, Boonserm Kijsirikul	Adaptive stabilized multi-RBF kernel for Support Vector Regression.	IJCNN	2008	DBLP DOI BibTeX RDF
10	Iván Olier, Alfredo Vellido	A variational formulation for GTM through time.	IJCNN	2008	DBLP DOI BibTeX RDF
10	Jiyong Oh, Chong-Ho Choi, Chunghoon Kim	Kernel discriminant analysis using composite vectors.	IJCNN	2008	DBLP DOI BibTeX RDF
10	Eneldo Loza Mencía, Johannes Fürnkranz	Pairwise learning of multilabel classifications with perceptrons.	IJCNN	2008	DBLP DOI BibTeX RDF
10	Jaree Thongkam, Guandong Xu 0001, Yanchun Zhang	AdaBoost algorithm with random forests for predicting breast cancer survivability.	IJCNN	2008	DBLP DOI BibTeX RDF
10	Masashi Sugiyama, Tsuyoshi Idé, Shinichi Nakajima, Jun Sese	Semi-Supervised Local Fisher Discriminant Analysis for Dimensionality Reduction.	PAKDD	2008	DBLP DOI BibTeX RDF
10	David Liu 0001, Gang Hua 0001, Tsuhan Chen	VideoCut: Removing Irrelevant Frames by Discovering the Object of Interest.	ECCV (1)	2008	DBLP DOI BibTeX RDF
10	Gearoid Murphy, Conor Ryan	A Simple Powerful Constraint for Genetic Programming.	EuroGP	2008	DBLP DOI BibTeX RDF
10	José Luis Subirats, Leonardo Franco, Ignacio Molina Conde, José M. Jerez	Active Learning Using a Constructive Neural Network Algorithm.	ICANN (2)	2008	DBLP DOI BibTeX RDF
10	Honorius Gâlmeanu, Razvan Andonie	Implementation Issues of an Incremental and Decremental SVM.	ICANN (1)	2008	DBLP DOI BibTeX RDF
10	Catarina Silva 0001, Bernardete Ribeiro	Text Classification on Embedded Manifolds.	IBERAMIA	2008	DBLP DOI BibTeX RDF
10	Georg Heigold, Thomas Deselaers, Ralf Schlüter, Hermann Ney	Modified MMI/MPE: a direct evaluation of the margin in speech recognition.	ICML	2008	DBLP DOI BibTeX RDF
10	Ruslan Salakhutdinov, Andriy Mnih	Bayesian probabilistic matrix factorization using Markov chain Monte Carlo.	ICML	2008	DBLP DOI BibTeX RDF
10	Hakan Cevikalp, Bill Triggs, Robi Polikar	Nearest hyperdisk methods for high-dimensional classification.	ICML	2008	DBLP DOI BibTeX RDF
10	Dimitris Tzikas, Aristidis Likas, Nikolas P. Galatsanos	Incremental Relevance Vector Machine with Kernel Learning.	SETN	2008	DBLP DOI BibTeX RDF
10	Johannes Partzsch, Christian Mayr 0001, René Schüffny	BCM and Membrane Potential: Alternative Ways to Timing Dependent Plasticity.	ICONIP (1)	2008	DBLP DOI BibTeX RDF
10	Edouard Duchesnay, Arnaud Cachia, Alexis Roche, Denis Rivière, Yann Cointepas, Dimitri Papadopoulos-Orfanos, Monica Zilbovicius, Jean-Luc Martinot, Jean Régis, Jean-François Mangin	Classification Based on Cortical Folding Patterns.	IEEE Trans. Medical Imaging	2007	DBLP DOI BibTeX RDF
10	Ana S. Lukic, Miles N. Wernick, Dimitris Tzikas, Xu Chen, Aristidis Likas, Nikolas P. Galatsanos, Yongyi Yang, E. Zhao, Stephen C. Strother	Bayesian Kernel Methods for Analysis of Functional Neuroimages.	IEEE Trans. Medical Imaging	2007	DBLP DOI BibTeX RDF
10	Claudio Cifarelli, Mario Rosario Guarracino, Onur Seref, Salvatore Cuciniello, Panos M. Pardalos	Incremental Classification with Generalized Eigenvalues.	J. Classif.	2007	DBLP DOI BibTeX RDF
10	Runxuan Zhang, Guang-Bin Huang, N. Sundararajan 0001, P. Saratchandran	Multicategory Classification Using An Extreme Learning Machine for Microarray Gene Expression Cancer Diagnosis.	IEEE ACM Trans. Comput. Biol. Bioinform.	2007	DBLP DOI BibTeX RDF	multi-category classification, SVM, microarray, gene expression, Extreme learning machine
10	Rong Jin 0001, Jian Zhang 0003	Multi-Class Learning by Smoothed Boosting.	Mach. Learn.	2007	DBLP DOI BibTeX RDF	Multi-class learning, Regularization, Boosting, Smoothing
10	Alexander Schmolck, Richard M. Everson	Smooth relevance vector machine: a smoothness prior extension of the RVM.	Mach. Learn.	2007	DBLP DOI BibTeX RDF	Sparse regression, Smoothness prior, Relevance vector machine, Kernel regression
10	Samuel W. Hasinoff, Kiriakos N. Kutulakos	Photo-Consistent Reconstruction of Semitransparent Scenes by Density-Sheet Decomposition.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	Semitransparent scenes, volumetric reconstruction, image-based rendering, 3D reconstruction, image-based modeling, fire, view synthesis, computerized tomography
10	Yijun Sun, Sinisa Todorovic, Jian Li	Increasing the Robustness of Boosting Algorithms within the Linear-programming Framework.	J. VLSI Signal Process.	2007	DBLP DOI BibTeX RDF	large margin classifier, soft margin, linear programming, regularization, pattern classification, AdaBoost, minimax problem
10	John Yannis Goulermas, Panos Liatsis, Xiao-Jun Zeng, Phil Cook	Density-Driven Generalized Regression Neural Networks (DD-GRNN) for Function Approximation.	IEEE Trans. Neural Networks	2007	DBLP DOI BibTeX RDF
10	Chong Wang 0002	Variational Bayesian Approach to Canonical Correlation Analysis.	IEEE Trans. Neural Networks	2007	DBLP DOI BibTeX RDF
10	Yi-Hung Liu, Yen-Ting Chen	Face Recognition Using Total Margin-Based Adaptive Fuzzy Support Vector Machines.	IEEE Trans. Neural Networks	2007	DBLP DOI BibTeX RDF
10	Ankita Kumar, Cristian Sminchisescu	Support Kernel Machines for Object Recognition.	ICCV	2007	DBLP DOI BibTeX RDF
10	David Jacka, Ashley Reid, Bruce Merry, James E. Gain	A comparison of linear skinning techniques for character animation.	Afrigraph	2007	DBLP DOI BibTeX RDF	real-time, animation, comparison, skinning
10	Feng Liu, Fengzhan Tian, QiLiang Zhu	A Novel Ordering-Based Greedy Bayesian Network Learning Algorithm on Limited Data.	ICDM Workshops	2007	DBLP DOI BibTeX RDF
10	Gary Overett, Lars Petersson	Improved Response Modelling on Weak Classifiers for Boosting.	ICRA	2007	DBLP DOI BibTeX RDF
10	Min Xu, Louxin Zhang, Pei Li Joe Zhou	A Robust Method for Generating Discriminative Gene Clusters.	BIBE	2007	DBLP DOI BibTeX RDF
10	Gayan Wijesinghe, Victor Ciesielski	Using restricted loops in genetic programming for image classification.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
10	Yeejin Lee, Jong-Seok Lee, Sun-Young Lee, Cheol Hoon Park	Improving generalization capability of neural networks based on simulated annealing.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF