Search results for "classifier"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
26	Giorgio Valentini, Thomas G. Dietterich	Bias-Variance Analysis and Ensembles of SVM.	Multiple Classifier Systems	2002	DBLP DOI BibTeX RDF
26	Josef Kittler, Fabio Roli (eds.)	Multiple Classifier Systems, Second International Workshop, MCS 2001 Cambridge, UK, July 2-4, 2001, Proceedings	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Juan J. Rodríguez Diez, Carlos Alonso González	Learning Classification RBF Networks by Boosting.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Bernhard Fröba, Walter Zink	On the Combination of Different Template Matching Strategies for Fast Face Detection.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	S. A. Dolenko, Yu. V. Orlov, I. G. Persiantsev, Ju. S. Shugai, A. V. Dmitriev, A. V. Suvorova, I. S. Veselovsky	Solar Wind Data Analysis Using Self-Organizing Hierarchical Neural Network Classifiers.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Josef Kittler, Fuad M. Alkoot	Relationship of Sum and Vote Fusion Strategies.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Shimon Cohen, Nathan Intrator	Automatic Model Selection in a Hybrid Perceptron/Radial Network.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Gunnar Jakob Briem, Jón Atli Benediktsson, Johannes R. Sveinsson	Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Friedhelm Schwenker, Günther Palm	Tree-Structured Support Vector Machines for Multi-class Pattern Recognition.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Reza Ghaderi, Terry Windeatt	Least Squares and Estimation Measures via Error Correcting Output Code.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Elizabeth Tapia, José Carlos González, Julio Villena	A Generalized Class of Boosting Algorithms Based on Recursive Decoding Models.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Pitoyo Hartono, Shuji Hashimoto	Learning-Data Selection Mechanism through Neural Networks Ensemble.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Elzbieta Pekalska, Robert P. W. Duin	On Combining Dissimilarity Representations.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Francesco Masulli, Giorgio Valentini	Dependence among Codeword Bits Errors in ECOC Learning Machines: An Experimental Analysis.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Dechang Chen, Jian Liu	Averaging Weak Classifiers.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Ludmila I. Kuncheva, Fabio Roli, Gian Luca Marcialis, Catherine A. Shipp	Complexity of Data Subsets Generated by the Random Subspace Method: An Experimental Investigation.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Ana L. N. Fred	Finding Consistent Clusters in Data Partitions.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
26	Josef Kittler, Fabio Roli (eds.)	Multiple Classifier Systems, First International Workshop, MCS 2000, Cagliari, Italy, June 21-23, 2000, Proceedings	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Lorenzo Bruzzone, Roberto Cossu, Diego Fernández-Prieto	Combining Parametric and Nonparametric Classifiers for an Unsupervised Updating of Land-Cover Maps.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Amanda J. C. Sharkey, Noel E. Sharkey, Uwe Gerecke, Gopinath Odayammadath Chandroth	The "Test and Select" Approach to Ensemble Combination.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Vincenzo Di Lecce, Giovanni Dimauro, Andrea Guerriero, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo	A Multi-expert System for Dynamic Signature Verification.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Wenxin Jiang 0003	Some Results on Weakly Accurate Base Learners for Boosting Regression and Classification.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Petr Slavík, Venu Govindaraju	Use of Lexicon Density in Evaluating Word Recognizers.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Shimon Cohen, Nathan Intrator	A Hybrid Projection Based and Radial Basis Function Architecture.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Juan J. Rodríguez Diez, Carlos Alonso González	Applying Boosting to Similarity Literals for Time Series Classification.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Thomas G. Dietterich	Ensemble Methods in Machine Learning.	Multiple Classifier Systems	2000	DBLP BibTeX RDF
26	Raffaele Cappelli, Dario Maio, Davide Maltoni	Combining Fingerprint Classifiers.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Katsuhiko Takahashi, Atsushi Sato	A Learning Method of Feature Selection for Rough Classification.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Shailesh Kumar, Joydeep Ghosh, Melba M. Crawford	A Hierarchical Multiclassifier System for Hyperspectral Data Analysis.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Sebastiano Impedovo, A. Salzo	A New Evaluation Method for Expert Combination in Multi-expert System Designing.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Anna Maria Fanelli, Giovanna Castellano, Cosimo Alessandro Buscicchio	A Modular Neuro-Fuzzy Network for Musical Instruments Classification.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Francesco Masulli, Giorgio Valentini	Effectiveness of Error Correcting Output Codes in Multiclass Learning Problems.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Bernhard Fröba, Constanze Rothe, Christian Küblbeck	Statistical Sensor Calibration for Fusion of Different Classifiers in a Biometric Person Recognition Framework.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Jón Atli Benediktsson, Johannes R. Sveinsson	Consensus Based Classification of Multisource Remote Sensing Data.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Luigi P. Cordella, Pasquale Foggia, Carlo Sansone, Francesco Tortorella, Mario Vento	A Cascaded Multiple Expert System for Verification.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
26	Andy Tomlinson, Larry Bull	A Corporate XCS.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF
26	Robert E. Smith 0001, Bruce A. Dike, B. Ravichandran, Adel El-Fallah, Raman K. Mehra	The Fighter Aircraft LCS: A Case of Different LCS Goals and Techniques.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF
26	Miguel Antonio Sovierzoski, Fernanda Isabel Marques Argoud, Fernando Mendes de Azevedo	Evaluation of ANN Classifiers During Supervised Training with ROC Analysis and Cross Validation.	BMEI (1)	2008	DBLP DOI BibTeX RDF	ANN Classifier, ANN Classifier Evaluation, Cross Validation, Back-Propagation, ROC Analysis
26	Hakan Altinçay	A dempster-shafer theoretic framework for boosting based ensemble design.	Pattern Anal. Appl.	2005	DBLP DOI BibTeX RDF	Evidential pattern classification, Dynamic classifier combination, Sample neighborhood information, Boosting, Classifier ensembles
26	Jeff A. Bilmes, Katrin Kirchhoff	Generalized rules for combination and joint training of classifiers.	Pattern Anal. Appl.	2003	DBLP DOI BibTeX RDF	Combination rules, Joint classifier training, Products of Experts, Neural networks, Speech recognition, Classifier combination, Neural network ensembles, Mixtures of experts
26	Sofia Visa, Anca L. Ralescu	A Comparative Study of Classifiers on a Real Data Set.	IFSA	2003	DBLP DOI BibTeX RDF	minimum distance classifier, neural networks, classifier, fuzzy systems, ROC, confusion matrix
26	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
26	Yoshihiko Hamamoto, Shunji Uchimura, Shingo Tomita	On the Behavior of Artificial Neural Network Classifiers in High-Dimensional Spaces.	IEEE Trans. Pattern Anal. Mach. Intell.	1996	DBLP DOI BibTeX RDF	training sample size, peaking phenomenon, 1-NN classifier, Parzen classifier, Artificial neural networks, dimensionality, generalization error
26	John B. Hampshire II, Alex Waibel	The Meta-Pi Network: Building Distributed Knowledge Representations for Robust Multisource Pattern Recognition.	IEEE Trans. Pattern Anal. Mach. Intell.	1992	DBLP DOI BibTeX RDF	Meta-Pi network, distributed knowledge representations, multisource pattern recognition, multinetwork connectionist classifier, adaptive Bayesian maximum a posteriori classifier, multispeaker phoneme recognition, speaker-dependent time-delay neural network, knowledge representation, speech recognition, speech recognition, statistical analysis, neural nets, Bayes methods
25	Francesco Gargiulo 0001, Ludmila I. Kuncheva, Carlo Sansone	Network Protocol Verification by a Classifier Selection Ensemble.	MCS	2009	DBLP DOI BibTeX RDF
25	Melba M. Crawford, Wonkook Kim	Manifold Learning for Multi-classifier Systems via Ensembles.	MCS	2009	DBLP DOI BibTeX RDF
25	Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.	Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination.	MCS	2007	DBLP DOI BibTeX RDF	Fusion Function, Ensemble of Learning Machines, Pattern Recognition, Diversity, Majority Voting, Combining Classifiers, Confusion Matrix
25	Lawrence Davis	A Formal Relationship Between Ant Colony Optimizers and Classifier Systems.	IWLCS	2005	DBLP DOI BibTeX RDF
25	Albert Orriols-Puig, Ester Bernadó-Mansilla	The Class Imbalance Problem in UCS Classifier System: A Preliminary Study.	IWLCS	2005	DBLP DOI BibTeX RDF
25	Lashon B. Booker	Adaptive Value Function Approximations in Classifier Systems.	IWLCS	2005	DBLP DOI BibTeX RDF
25	Gilles Énée, Cathy Escazut	A Minimal Model of Communication for a Multi-agent Classifier System.	IWLCS	2001	DBLP DOI BibTeX RDF
25	Dengyuan Wu, Ying Liu 0039, Ge Gao, Zhendong Mao, Weishan Ma, Tao He	An adaptive ensemble classifier for concept drifting stream.	CIDM	2009	DBLP DOI BibTeX RDF
25	Hakan Cevikalp, Robi Polikar	Local Classifier Weighting by Quadratic Programming.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
25	Wang Ding, Songnian Yu, Qianfeng Wang, Jiaqi Yu, Qiang Guo	A Novel Naive Bayesian Text Classifier.	ISIP	2008	DBLP DOI BibTeX RDF	Naive bayesian, Data mining, Text classification
25	Selene Hernández-Rodríguez, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad	Fast k Most Similar Neighbor Classifier for Mixed Data Based on Approximating and Eliminating.	PAKDD	2008	DBLP DOI BibTeX RDF	Fast Nearest Neighbor Search, Approximating Eliminating search algorithms, Nearest Neighbors Rule, Mixed Data
25	Kevin Leung, France Cheong, Christopher Cheong	Generating Compact Classifier Systems Using a Simple Artificial Immune System.	IEEE Trans. Syst. Man Cybern. Part B	2007	DBLP DOI BibTeX RDF
25	Rencheng Wang, Yiyong Yang, Xiao Hu, Fangfang Wu, Dewen Jin, Xiaohong Jia, Fang Li, Jichuan Zhang	A Hybrid AB-RBF Classifier for Surface Electromyography Classification.	HCI (12)	2007	DBLP DOI BibTeX RDF	Attribute Bagging Algorithm, RBFN, sEMG, Prosthesis control
25	Nazife Dimililer, Ekrem Varoglu, Hakan Altinçay	Vote-Based Classifier Selection for Biomedical NER Using Genetic Algorithms.	IbPRIA (2)	2007	DBLP DOI BibTeX RDF
25	Brad T. Skinner, H. T. Nguyen, Dikai Liu	Distributed classifier migration in xcs for classification of electroencephalographic signals.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
25	Xi Wang, Phill-Kyu Rhee	Adaptive Classifier Selection System Using Context-driven Genetic Algorithm.	FBIT	2007	DBLP DOI BibTeX RDF
25	Suman Sedai, Phill-Kyu Rhee	Evolutionary Classifier Fusion for Optimizing Face Recognition.	FBIT	2007	DBLP DOI BibTeX RDF
25	Steffen Wachenfeld, Stefan Fleischer, Xiaoyi Jiang 0001	A Multiple Classifier Approach for the Recognition of Screen-Rendered Text.	CAIP	2007	DBLP DOI BibTeX RDF
25	Rohit Singh 0005, Sandeep Samal, Tapobrata Lahiri	A Novel Strategy for Designing Efficient Multiple Classifier.	ICB	2006	DBLP DOI BibTeX RDF
25	Muhammad Atif Tahir, Jim E. Smith	Improving Nearest Neighbor Classifier Using Tabu Search and Ensemble Distance Metrics.	ICDM	2006	DBLP DOI BibTeX RDF
25	Yu Su 0010, Shiguang Shan, Xilin Chen 0001, Wen Gao 0001	Patch-Based Gabor Fisher Classifier for Face Recognition.	ICPR (2)	2006	DBLP DOI BibTeX RDF
25	Sheng Gao, Chin-Hui Lee, Joo-Hwee Lim	An ensemble classifier learning approach to ROC optimization.	ICPR (2)	2006	DBLP DOI BibTeX RDF
25	Mi Young Nam, Phill-Kyu Rhee	Object Detection Using Context-Based Cascade Classifier.	ICIC (1)	2006	DBLP DOI BibTeX RDF
25	Michal Lemczyk, Malcolm I. Heywood	Pareto-coevolutionary genetic programming classifier.	GECCO	2006	DBLP DOI BibTeX RDF	genetic programming, evolutionary computation, supervised learning, co-evolution, subset selection
25	Ai-Min Yang, Yongmei Zhou, Min Tang	A Classifier Ensemble Method for Fuzzy Classifiers.	FSKD	2006	DBLP DOI BibTeX RDF
25	Shinn-Ying Ho, Chih-Hung Hsieh, Kuan-Wei Chen, Hui-Ling Huang, Hung-Ming Chen, Shinn-Jang Ho	Scoring Method for Tumor Prediction from Microarray Data Using an Evolutionary Fuzzy Classifier.	PAKDD	2006	DBLP DOI BibTeX RDF
25	Behzad Moshiri, Parisa Memar Moshrefi, Maryam Emami, Majid Kazemian	Application of OWA Based Classifier Fusion in Diagnosis and Treatment offering for Female Urinary Incontinence.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF	Urinary incontinence, OWA, Classifiers combination, Confusion matrix
25	Kevin Leung, France Cheong	A Simple Artificial Immune System (SAIS) for Generating Classifier Systems.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF	classification, artificial immune systems, instance-based learning
25	Chen Li Poh, Chu Kiong Loo, M. V. C. Rao	Autonomous and Deterministic Clustering for Evidence-Theoretic Classifier.	ICONIP (2)	2006	DBLP DOI BibTeX RDF	clustering, Dempster-shafer theory, k-means algorithm
25	Ester Bernadó-Mansilla, Tin Kam Ho	Domain of competence of XCS classifier system in complexity measurement space.	IEEE Trans. Evol. Comput.	2005	DBLP DOI BibTeX RDF
25	Matti Aksela, Jorma Laaksonen	On Adaptive Confidences for Critic-Driven Classifier Combining.	ICAPR (1)	2005	DBLP DOI BibTeX RDF
25	Hee-Joong Kang, David S. Doermann	Selection of Classifiers for the Construction of Multiple Classifier Systems.	ICDAR	2005	DBLP DOI BibTeX RDF
25	Xingquan Zhu 0001, Xindong Wu 0001, Ying Yang 0001	Dynamic Classifier Selection for Effective Mining from Noisy Data Streams.	ICDM	2004	DBLP DOI BibTeX RDF
25	Stefan Jaeger 0004	Informational Classifier Fusion.	ICPR (1)	2004	DBLP DOI BibTeX RDF
25	Cheng-Lin Liu, Katsumi Marukawa	Handwritten Numeral String Recognition: Character-Level vs. String-Level Classifier Training.	ICPR (1)	2004	DBLP DOI BibTeX RDF
25	Tailen Hsing, Sanju Attoor, Edward R. Dougherty	Relation Between Permutation-Test P Values and Classifier Error Estimates.	Mach. Learn.	2003	DBLP DOI BibTeX RDF	p value, classification, pattern recognition, microarrays, error estimation, genomics
25	Ahmad Fuad Rezaur Rahman, Michael C. Fairhurst	Multiple classifier decision combination strategies for character recognition: A review.	Int. J. Document Anal. Recognit.	2003	DBLP DOI BibTeX RDF
25	Carlos E. Vivaracho, Javier Ortega-Garcia, Luis Alonso 0003, Q. Isaac Moro	Extracting the Most Discriminant Subset from a Pool of Candidates to Optimize Discriminant Classifier Training.	ISMIS	2003	DBLP DOI BibTeX RDF
25	Brijnesh J. Jain, Fritz Wysotzki	A k-Winner-Takes-All Classifier for Structured Data.	KI	2003	DBLP DOI BibTeX RDF
25	Luís G. Rueda	A New Approach That Selects a Single Hyperplane from the Optimal Pairwise Linear Classifier.	CIARP	2003	DBLP DOI BibTeX RDF
25	Hee-Joong Kang, David S. Doermann	Evaluation of the Information-Theoretic Construction of Multiple Classifier Systems.	ICDAR	2003	DBLP DOI BibTeX RDF
25	Héla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi	A New Classifier Simulator for Evaluating Parallel Combination Methods.	ICDAR	2003	DBLP DOI BibTeX RDF
25	L. Bovino, Giovanni Dimauro, Sebastiano Impedovo, Giuseppe Pirlo, A. Salzo	Increasing the Number of Classifiers in Multi-classifier Systems: A Complementarity-Based Analysis.	Document Analysis Systems	2002	DBLP DOI BibTeX RDF
25	Clemente Rodríguez, Fernando Boto Sánchez, Iratxe Soraluze Arriola, Alicia Pérez	An Incremental and Hierarchical K-NN Classifier for Handwritten Characters.	ICPR (3)	2002	DBLP DOI BibTeX RDF
25	Minqing Wu, Lianwen Jin, Kun Li, Junxun Yin, Jiancheng Huang	A New Multi-classifier Combination Scheme and Its Application in Handwriting Chinese Character Recognition.	ICMI	2000	DBLP DOI BibTeX RDF
24	Chi-Hoon Lee	Learning to combine discriminative classifiers: confidence based.	KDD	2010	DBLP DOI BibTeX RDF	classification, logistic regression, ensemble learning
24	Jun Wu 0009, Shan Juan Xie, Dong-Hun Seo, Won Don Lee	A new approach for classification of fingerprint image quality.	IEEE ICCI	2008	DBLP DOI BibTeX RDF
24	Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Hongjun Lu, Philip S. Yu	Text Classification without Negative Examples Revisit.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	partially supervised learning, labeling unlabeled data, Data mining, text categorization
24	Hongli Xu, Xu De, Fangshi Wang, Feifei Fan	An Applicable Multiple-Level Classification Based on Image Semantic.	ICICIC (3)	2006	DBLP DOI BibTeX RDF
24	Carlos Bustamante, Leonardo Garrido, Rogelio Soto	Fuzzy Naive Bayesian Classification in RoboSoccer 3D: A Hybrid Approach to Decision Making.	RoboCup	2006	DBLP DOI BibTeX RDF
24	Bei Hui, Yue Wu, Lin Ji, Jia Chen	A NB-based approach to anti-spam application: DLB Classification Model.	SKG	2006	DBLP DOI BibTeX RDF
24	Yusuke Nojima, Hisao Ishibuchi	Designing Fuzzy Ensemble Classifiers by Evolutionary Multiobjective Optimization with an Entropy-Based Diversity Criterion.	HIS	2006	DBLP DOI BibTeX RDF
24	Henry Schneiderman, Takeo Kanade	Object Detection Using the Statistics of Parts.	Int. J. Comput. Vis.	2004	DBLP DOI BibTeX RDF	car detection, machine learning, classification, pattern recognition, computer vision, object recognition, wavelets, face detection, statistics, object detection
24	Nilesh N. Dalvi, Pedro M. Domingos, Mausam, Sumit K. Sanghai, Deepak Verma	Adversarial classification.	KDD	2004	DBLP DOI BibTeX RDF	game theory, integer linear programming, naive Bayes, cost-sensitive learning, spam detection
24	Jinyan Li 0001, Guozhu Dong, Kotagiri Ramamohanarao	Making Use of the Most Expressive Jumping Emerging Patterns for Classification.	Knowl. Inf. Syst.	2001	DBLP DOI BibTeX RDF	Border-based algorithms, Border representation, Collective impact, Most expressive jumping emerging patterns, Classification
24	Ing-Sheen Hsieh, Kuo-Chin Fan	Multiple classifiers for color flag and trademark image retrieval.	IEEE Trans. Image Process.	2001	DBLP DOI BibTeX RDF