Search results for "overfitting"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
10	Yaxin Bi, Sally I. McClean, Terry J. Anderson	Improving Classification Decisions by Multiple Knowledge.	ICTAI	2005	DBLP DOI BibTeX RDF
10	A. P. J. Jansen, W. K. Offermans	Lateral Interactions in O/Pt(111): Density-Functional Theory and Kinetic Monte Carlo.	ICCSA (1)	2005	DBLP DOI BibTeX RDF
10	Gang Wang 0004, Zhihua Zhang, Frederick H. Lochovsky	Annealed Discriminant Analysis.	ECML	2005	DBLP DOI BibTeX RDF
10	Fei Xiong, Heng Huang, James C. Ford, Fillia Makedon, Justin D. Pearlman	A New Test System for Stability Measurement of Marker Gene Selection in DNA Microarray Data Analysis.	Panhellenic Conference on Informatics	2005	DBLP DOI BibTeX RDF	Sample Classification, Gene Selection, Microarray Data, Stability Measurement
10	Jochen J. Steil	Memory in Backpropagation-Decorrelation O(N) Efficient Online Recurrent Learning.	ICANN (2)	2005	DBLP DOI BibTeX RDF
10	Adrian Horzyk	A New Extension of Self-optimizing Neural Networks for Topology Optimization.	ICANN (1)	2005	DBLP DOI BibTeX RDF
10	Zhanchun Li, Zhitang Li, Yao Li 0002, Bin Liu 0013	Masquerade Detection System Based on Principal Component Analysis and Radial Basics Function.	CIS (2)	2005	DBLP DOI BibTeX RDF
10	Rong Jin 0001, Jian Zhang 0003	A smoothed boosting algorithm using probabilistic output codes.	ICML	2005	DBLP DOI BibTeX RDF
10	Fernando De la Torre, Takeo Kanade	Multimodal oriented discriminant analysis.	ICML	2005	DBLP DOI BibTeX RDF
10	Christian F. Beckmann, Stephen M. Smith 0001	Probabilistic independent component analysis for functional magnetic resonance imaging.	IEEE Trans. Medical Imaging	2004	DBLP DOI BibTeX RDF
10	Sanghamitra Bandyopadhyay, Sankar K. Pal, B. Aruna	Multiobjective GAs, quantitative indices, and pattern classification.	IEEE Trans. Syst. Man Cybern. Part B	2004	DBLP DOI BibTeX RDF
10	Héctor Pomares, Ignacio Rojas Ruiz, Jesús González 0001, Miguel Damas, Begoña Pino, Alberto Prieto	Online global learning in direct fuzzy controllers.	IEEE Trans. Fuzzy Syst.	2004	DBLP DOI BibTeX RDF
10	Gang Wang 0004, Frederick H. Lochovsky	Feature selection with conditional mutual information maximin in text categorization.	CIKM	2004	DBLP DOI BibTeX RDF	Naïve Bayes, conditional mutual information, classification, SVMs, feature selection, text categorization
10	Nada Lavrac, Dragan Gamberger	Relevancy in Constraint-Based Subgroup Discovery.	Constraint-Based Mining and Inductive Databases	2004	DBLP DOI BibTeX RDF
10	Johannes Fürnkranz	From Local to Global Patterns: Evaluation Issues in Rule Learning Algorithms.	Local Pattern Detection	2004	DBLP DOI BibTeX RDF
10	Eiji Takimoto, Syuhei Koya, Akira Maruoka	Boosting Based on Divide and Merge.	ALT	2004	DBLP DOI BibTeX RDF
10	Stephan Altmueller, Robert M. Haralick	Approximating High Dimensional Probability Distributions.	ICPR (2)	2004	DBLP DOI BibTeX RDF
10	Peter Sollich	Can Gaussian Process Regression Be Made Robust Against Model Mismatch?	Deterministic and Statistical Methods in Machine Learning	2004	DBLP DOI BibTeX RDF
10	Chunling Fan, Feng Gao, Zhihua Jin	Bayesian Neural Networks for Life Modeling and Prediction of Dynamically Tuned Gyroscopes.	ISNN (2)	2004	DBLP DOI BibTeX RDF
10	Dongwon Kim, Sam-Jun Seo, Gwi-Tae Park	Hybrid Fuzzy-Neural Architecture and Its Application to Time Series Modeling.	KES	2004	DBLP DOI BibTeX RDF
10	Dacheng Tao, Xiaoou Tang	Random Sampling Based SVM for Relevance Feedback Image Retrieval.	CVPR (2)	2004	DBLP DOI BibTeX RDF
10	Xiaogang Wang 0001, Xiaoou Tang	Random Sampling LDA for Face Recognition.	CVPR (2)	2004	DBLP DOI BibTeX RDF
10	Nicola Fanizzi, Stefano Ferilli, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro	Downward Refinement in the ALN Description Logic.	HIS	2004	DBLP DOI BibTeX RDF
10	Agapito Ledezma, Ricardo Aler, Araceli Sanchis, Daniel Borrajo	Empirical Evaluation of Optimized Stacking Configurations.	ICTAI	2004	DBLP DOI BibTeX RDF
10	Rüdiger W. Brause	Model Selection and Adaptation for Biochemical Pathways.	ISBMDA	2004	DBLP DOI BibTeX RDF
10	Miroslav Dudík, Steven J. Phillips, Robert E. Schapire	Performance Guarantees for Regularized Maximum Entropy Density Estimation.	COLT	2004	DBLP DOI BibTeX RDF
10	Yen-Yu Lin, Tyng-Luh Liu, Chiou-Shann Fuh	Fast Object Detection with Occlusions.	ECCV (1)	2004	DBLP DOI BibTeX RDF
10	Shin'ichi Satoh 0001	Generalized Histogram: Empirical Optimization of Low Dimensional Features for Image Matching.	ECCV (3)	2004	DBLP DOI BibTeX RDF
10	Thomas Gabel, Armin Stahl	Exploiting Background Knowledge when Learning Similarity Measures.	ECCBR	2004	DBLP DOI BibTeX RDF
10	Nir Krause, Yoram Singer	Leveraging the margin more carefully.	ICML	2004	DBLP DOI BibTeX RDF
10	Steven J. Phillips, Miroslav Dudík, Robert E. Schapire	A maximum entropy approach to species distribution modeling.	ICML	2004	DBLP DOI BibTeX RDF
10	Sander M. Bohté, Markus Breitenbach, Gregory Z. Grudic	Nonparametric classification with polynomial MPMC cascades.	ICML	2004	DBLP DOI BibTeX RDF
10	Yuan (Alan) Qi, Thomas P. Minka, Rosalind W. Picard, Zoubin Ghahramani	Predictive automatic relevance determination by expectation propagation.	ICML	2004	DBLP DOI BibTeX RDF
10	Tue Lehn-Schiøler, Lars Kai Hansen, Jan Larsen	Mapping from Speech to Images Using Continuous State Space Models.	MLMI	2004	DBLP DOI BibTeX RDF
10	Wei Li 0010, Andrew McCallum	Rapid development of Hindi named entity recognition using conditional random fields and feature induction.	ACM Trans. Asian Lang. Inf. Process.	2003	DBLP DOI BibTeX RDF	feature induction, conditional random fields, Extraction
10	Lothar Hermes, Joachim M. Buhmann	A minimum entropy approach to adaptive image polygonization.	IEEE Trans. Image Process.	2003	DBLP DOI BibTeX RDF
10	Hwanjo Yu, ChengXiang Zhai, Jiawei Han 0001	Text classification from positive and unlabeled documents.	CIKM	2003	DBLP DOI BibTeX RDF	machine learning, SVM, text classification, text filtering
10	Xiangying Wang, Yixin Zhong	Statistical Learning Theory and State of the Art in SVM.	IEEE ICCI	2003	DBLP DOI BibTeX RDF
10	Dmitry Pavlov	Sequence Modeling with Mixtures of Conditional Maximum Entropy Distributions.	ICDM	2003	DBLP DOI BibTeX RDF
10	Victor Lavrenko, Jeremy Pickens	Polyphonic music modeling with random fields.	ACM Multimedia	2003	DBLP DOI BibTeX RDF
10	Axel E. Bernal, Karen Hospevian, Tayfun Karadeniz, Jean-Louis Lassez	Similarity Based Classification.	IDA	2003	DBLP DOI BibTeX RDF
10	Minqiang Li, Li Zhi	Learning DNF Concepts by Constrained Clustering of Positive Instances.	IAT	2003	DBLP DOI BibTeX RDF
10	Matej Sprogar, Matjaz Colnaric	Agent-oriented Framework for Decision Tree Evolution.	IAT	2003	DBLP DOI BibTeX RDF
10	Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen	Nonlinear Time Series Prediction by Weighted Vector Quantization.	International Conference on Computational Science	2003	DBLP DOI BibTeX RDF
10	Stefan Biffl, Michael Halling, Sabine T. Köszegi	Investigating the Accuracy of Defect Estimation Models for Individuals and Teams Based on Inspection Data.	ISESE	2003	DBLP DOI BibTeX RDF
10	Lucila Ohno-Machado, Winston Patrick Kuo	Stochastic Algorithms for Gene Expression Analysis (Invited Talk).	SAGA	2003	DBLP DOI BibTeX RDF	unsupervised learning, supervised learning, microarrays, Gene expression
10	Marc Sebban, Henri-Maxime Suchier	On Boosting Improvement: Error Reduction and Convergence Speed-Up.	ECML	2003	DBLP DOI BibTeX RDF
10	Hisao Ishibuchi, Takashi Yamamoto	Effects of Three-Objective Genetic Rule Selection on the Generalization Ability of Fuzzy Rule-Based Systems.	EMO	2003	DBLP DOI BibTeX RDF
10	Carlos Soares	Is the UCI Repository Useful for Data Mining?	EPIA	2003	DBLP DOI BibTeX RDF
10	Ratthachat Chatpatanasiri, Boonserm Kijsirikul	Upgrading ILP Rules to First-Order Bayesian Networks.	PAKDD	2003	DBLP DOI BibTeX RDF
10	Shimon Cohen, Nathan Intrator	A Hybrid Projection-based and Radial Basis Function Architecture: Initial Values and Global Optimisation.	Pattern Anal. Appl.	2002	DBLP DOI BibTeX RDF	Hybrid network architecture, Projection units, RBF units, SMLP, Clustering, Regularisation
10	Yann Guermeur	Combining Discriminant Models with New Multi-Class SVMs.	Pattern Anal. Appl.	2002	DBLP DOI BibTeX RDF	Generalisation performance, Hierarchical sequence processing systems, Support Vector Machines, Classifier fusion, Statistical learning theory, Protein secondary structure prediction
10	Alexander J. Hartemink, David K. Gifford, Tommi S. Jaakkola, Richard A. Young	Bayesian Methods for Elucidating Genetic Regulatory Networks.	IEEE Intell. Syst.	2002	DBLP DOI BibTeX RDF	Affymetrix GeneChip, annotated Bayesian network, annotated graphical model, computational functional genomics, gene expression array, genomic binding location data, genomic expression data, annotation, model validation, genetic regulatory network
10	Elena Baralis, Paolo Garza	A Lazy Approach to Pruning Classification Rules.	ICDM	2002	DBLP DOI BibTeX RDF
10	Ken Sadohara	On a Capacity Control Using Boolean Kernels for the Learning of Boolean Functions.	ICDM	2002	DBLP DOI BibTeX RDF
10	Ziv Bar-Joseph, Georg K. Gerber, David K. Gifford, Tommi S. Jaakkola, Itamar Simon	A new approach to analyzing gene expression time series data.	RECOMB	2002	DBLP DOI BibTeX RDF
10	Roberto Esposito, Lorenza Saitta	Is a Greedy Covering Strategy an Extreme Boosting?	ISMIS	2002	DBLP DOI BibTeX RDF
10	M. A. H. Dempster, Yazann S. Romahi	Intraday FX Trading: An Evolutionary Reinforcement Learning Approach.	IDEAL	2002	DBLP DOI BibTeX RDF
10	Seiichi Uchida, Mohammad Asad Ronee, Hiroaki Sakoe	Using Eigen-Deformations in Handwritten Character Recognition.	ICPR (1)	2002	DBLP DOI BibTeX RDF
10	Kristin P. Bennett, Michinari Momma, Mark J. Embrechts	MARK: a boosting algorithm for heterogeneous kernel models.	KDD	2002	DBLP DOI BibTeX RDF
10	Alexander Ypma, Tom Heskes	Automatic Categorization of Web Pages and User Clustering with Mixtures of Hidden Markov Models.	WEBKDD	2002	DBLP DOI BibTeX RDF	automatic categorization, data mining, clustering, hidden Markov models, user profiling, mixture models, Web usage mining, navigation patterns
10	Miyoung Shin, Robert G. Sargent, Amrit L. Goel	Optimization and response surfaces: Gaussian radial basis functions for simulation metamodeling.	WSC	2002	DBLP DOI BibTeX RDF
10	Shinichi Morishita	Computing Optimal Hypotheses Efficiently for Boosting.	Progress in Discovery Science	2002	DBLP DOI BibTeX RDF
10	Michal Mikolajczyk	Reducing Number of Decision Rules by Joining.	Rough Sets and Current Trends in Computing	2002	DBLP DOI BibTeX RDF
10	Stephen Kwek, Chau Nguyen	iBoost: Boosting Using an i nstance-Based Exponential Weighting Scheme.	ECML	2002	DBLP DOI BibTeX RDF
10	Timothy F. Cootes, Neil A. Thacker, Christopher J. Taylor 0001	Automatic Model Selection by Modelling the Distribution of Residuals.	ECCV (4)	2002	DBLP DOI BibTeX RDF
10	Martin Lauer	Sampling Parameters to Estimate a Mixture Distribution with Unknown Size.	ICANN	2002	DBLP DOI BibTeX RDF
10	Thomas G. Dietterich, Xin Wang 0010	Support Vectors for Reinforcement Learning.	PKDD	2001	DBLP DOI BibTeX RDF
10	Héctor Pomares, Ignacio Rojas, Jesús González 0001, Miguel Damas	A Novel Approach to Self-Adaptation of Neuro-fuzzy Controllers in Real Time.	IWANN (1)	2001	DBLP DOI BibTeX RDF
10	Elisa Guerrero Vázquez, Andrés Yáñez Escolano, Pedro Galindo Riaño, Joaquín Pizarro Junquera	Repeated Measures Multiple Comparison Procedures Applied to Model Selection in Neural Networks.	IWANN (2)	2001	DBLP DOI BibTeX RDF
10	Joaquín Pizarro Junquera, Pedro Galindo Riaño, Elisa Guerrero Vázquez, Andrés Yáñez Escolano	A Penalization Criterion Based on Noise Behaviour for Model Selection.	IWANN (2)	2001	DBLP DOI BibTeX RDF
10	Ken Sadohara	Learning of Boolean Functions Using Support Vector Machines.	ALT	2001	DBLP DOI BibTeX RDF
10	Dymitr Ruta, Bogdan Gabrys	Application of the Evolutionary Algorithms for Classifier Selection in Multiple Classifier Systems with Majority Voting.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
10	Charles Elkan	Magical thinking in data mining: lessons from CoIL challenge 2000.	KDD	2001	DBLP DOI BibTeX RDF
10	Zijian Zheng, Ron Kohavi, Llew Mason	Real world performance of association rule algorithms.	KDD	2001	DBLP DOI BibTeX RDF	Affinity Analysis, Data Mining, Benchmark, Association Rules, Frequent Itemsets, Comparisons, Market Basket Analysis
10	Jie Cheng, Russell Greiner	Learning Bayesian Belief Network Classifiers: Algorithms and System.	AI	2001	DBLP DOI BibTeX RDF
10	Kazunori Okada, Christoph von der Malsburg	Analysis and Synthesis of Human Faces with Pose Variations by a Parametric Piecewise Linear Subspace Method.	CVPR (1)	2001	DBLP DOI BibTeX RDF
10	Stefan Kramer 0001	Demand-Driven Construction of Structural Features in ILP.	ILP	2001	DBLP DOI BibTeX RDF
10	Thomas G. Dietterich, Xin Wang 0010	Support Vectors for Reinforcement Learning.	ECML	2001	DBLP DOI BibTeX RDF
10	Marc Sebban, Richard Nock	Contribution of Dataset Reduction Techniques to Tree-Simplification and Knowledge Discovery.	PKDD	2000	DBLP DOI BibTeX RDF
10	Scott Konishi, Alan L. Yuille	Statistical cues for Domain Specific Image Segmentation with Performance Analysis.	CVPR	2000	DBLP DOI BibTeX RDF
10	Liviu Badea, Shan-Hwei Nienhuys-Cheng	A Refinement Operator for Description Logics.	ILP	2000	DBLP DOI BibTeX RDF
10	Roselito de Albuquerque Teixeira, Antônio de Pádua Braga, Ricardo H. C. Takahashi, Rodney R. Saldanha	A Multi-Objective Optimization Approach for Training Artificial Neural Networks.	SBRN	2000	DBLP DOI BibTeX RDF
10	Eduardo Gómez-Sánchez, Yannis A. Dimitriadis, J. Manuel Cano Izquierdo, Juan López Coronado	MicroARTMAP: Use of Mutual Information for Category Reduction in Fuzzy ARTMAP.	IJCNN (6)	2000	DBLP DOI BibTeX RDF	category proliferation, mutual information, exceptions, Fuzzy ARTMAP
10	Katsuyuki Hagiwara, Kazuhiro Kuno	Regularization Learning and Early Stopping in Linear Networks.	IJCNN (4)	2000	DBLP DOI BibTeX RDF
10	Pedro M. Domingos	Beyond Occam's Razor: Process-Oriented Evaluation.	ECML	2000	DBLP DOI BibTeX RDF
10	Alberto Suárez 0001, James F. Lutsko	Globally Optimal Fuzzy Decision Trees for Classification and Regression.	IEEE Trans. Pattern Anal. Mach. Intell.	1999	DBLP DOI BibTeX RDF	classification, decision trees, global optimization, fuzzy set theory, backpropagation, nonparametric regression, Automatic learning
10	Tin Kam Ho	The Random Subspace Method for Constructing Decision Forests.	IEEE Trans. Pattern Anal. Mach. Intell.	1998	DBLP DOI BibTeX RDF	decision forest, stochastic discrimination, decision combination, Pattern recognition, decision tree, bootstrapping, classifier combination, multiple-classifier system
10	Doan B. Hoang, G. Williamson	A Mixture of Global and Local Gated Experts for the Prediction of High Frequency Foreign Exchange Rates.	PRICAI	1998	DBLP DOI BibTeX RDF
10	Shun-ichi Amari, Noboru Murata	Statistical Analysis of Regularization Constant - From Bayes, MDL and NIC Points of View.	IWANN	1997	DBLP DOI BibTeX RDF
10	Wim Van Laer, Luc De Raedt, Saso Dzeroski	On Multi-class Problems and Discretization in Inductive Logic Programming.	ISMIS	1997	DBLP DOI BibTeX RDF	Classification, Learning, Knowledge Discovery, Discretization, Inductive Logic Programming
10	Dragan Gamberger, Nada Lavrac	Conditions for Occam's Razor Applicability and Noise Elimination.	ECML	1997	DBLP DOI BibTeX RDF
10	Tony Plate	Controling the Hyperparameter Search in MacKay's Bayesian Neural Network Framework.	Neural Networks: Tricks of the Trade	1996	DBLP DOI BibTeX RDF
10	Pierre Comon, Yves Cheneval	Supervised Classification With Variable Kernel Estimators.	IWANN	1995	DBLP DOI BibTeX RDF
10	Christian Jutten	Learning in Evolutive Neural Architectures: An Ill-Posed Problem?	IWANN	1995	DBLP DOI BibTeX RDF
10	Shun-ichi Amari	Training Error, Generalization Error and Learning Curves in Neural Learning.	ANNES	1995	DBLP DOI BibTeX RDF	overtraining, training error, generalization error, learning curve