Search results for "classifiers"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
25	Ludmila I. Kuncheva, Christopher J. Whitaker, Catherine A. Shipp, Robert P. W. Duin	Limits on the majority vote accuracy in classifier fusion.	Pattern Anal. Appl.	2003	DBLP DOI BibTeX RDF	Independence and dependence, Limits on majority, Diversity, Classifier combination, Majority vote, Classifier fusion
25	Alper Baykut, Aytül Erçil	Towards Automated Classifier Combination for Pattern Recognition.	Multiple Classifier Systems	2003	DBLP DOI BibTeX RDF
25	Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal	Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics.	ADBIS	2001	DBLP DOI BibTeX RDF
25	Javier Vicente, Juan Miguel García-Gómez, Salvador Tortajada, Alfredo T. Navarro, Franklyn A. Howe, Andrew Peet, Margarida Julià-Sapé, Bernardo Celda, Pieter Wesseling, Magí Lluch i Ariet, Montserrat Robles	Ranking of Brain Tumour Classifiers Using a Bayesian Approach.	IWANN (1)	2009	DBLP DOI BibTeX RDF
25	Gene Davis, Djordje Popovic, Robin R. Johnson, Chris Berka, Mirko Mitrovic	Building Dependable EEG Classifiers for the Real World - It's Not Just about the Hardware.	HCI (16)	2009	DBLP DOI BibTeX RDF	Mobile EEG, Operational Neuroscience, Electroencephalogram (EEG), Workload, Engagement, Drowsiness
25	Garett D. Johnson, Dean J. Krusienski	Ensemble SWLDA Classifiers for the P300 Speller.	HCI (2)	2009	DBLP DOI BibTeX RDF
25	António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho	Chromatographic Pattern Recognition Using Optimized One-Class Classifiers.	IbPRIA	2009	DBLP DOI BibTeX RDF
25	Zhipeng Xie	Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy Estimation.	PAKDD	2009	DBLP DOI BibTeX RDF	Naïve Bayesian classifier, local accuracy estimation, boosting, AdaBoost
25	Umapada Pal 0001, Tetsushi Wakabayashi, Fumitaka Kimura	Comparative Study of Devnagari Handwritten Character Recognition Using Different Feature and Classifiers.	ICDAR	2009	DBLP DOI BibTeX RDF
25	Ralf Mikut, Ole Burmeister, Lutz Gröll, Markus Reischl	Takagi-Sugeno-Kang Fuzzy Classifiers for a Special Class of Time-Varying Systems.	IEEE Trans. Fuzzy Syst.	2008	DBLP DOI BibTeX RDF
25	Chris Matthews, Esther Scheurmann	Ensembles of Classifiers in Arrears Management.	Soft Computing Applications in Business	2008	DBLP DOI BibTeX RDF	neural network and rule based ensembles, data set imbalance, loan default, arrears management
25	Devi Parikh, Tsuhan Chen	Bringing diverse classifiers to common grounds: dtransform.	ICASSP	2008	DBLP DOI BibTeX RDF
25	Ranga Raju Vatsavai, Shashi Shekhar, Thomas E. Burk, Budhendra L. Bhaduri	*Miner: A Suit of Classifiers for Spatial, Temporal, Ancillary, and Remote Sensing Data Mining.	ITNG	2008	DBLP DOI BibTeX RDF	clustering, markov random fields, supervised learning, spatial data mining, weka
25	Ludwig Lausser, Malte Buchholz, Hans A. Kestler	Boosting Threshold Classifiers for High- Dimensional Data in Functional Genomics.	ANNPR	2008	DBLP DOI BibTeX RDF
25	Byungwoo Lee, Yong-chan Na, Byonghwa Oh, Jihoon Yang	Ensemble Learning of Regional Classifiers.	ICTAI (1)	2008	DBLP DOI BibTeX RDF
25	Xiaoyuan Su, Taghi M. Khoshgoftaar, Russell Greiner	Using Imputation Techniques to Help Learn Accurate Classifiers.	ICTAI (1)	2008	DBLP DOI BibTeX RDF
25	Michael Botsch, Josef A. Nossek	Construction of interpretable Radial Basis Function classifiers based on the Random Forest kernel.	IJCNN	2008	DBLP DOI BibTeX RDF
25	Ben Allison	Sentiment Detection Using Lexically-Based Classifiers.	TSD	2008	DBLP DOI BibTeX RDF	Machine Learning, Text Classification, Bayesian Methods, Sentiment Detection
25	Nayyar Abbas Zaidi, David Suter	Object Detection Using a Cascade of Classifiers.	DICTA	2008	DBLP DOI BibTeX RDF
25	Mohammad T. Sadeghi 0001, Masoumeh Samiei, Josef Kittler	Selection and Fusion of Similarity Measure Based Classifiers Using Support Vector Machines.	SSPR/SPR	2008	DBLP DOI BibTeX RDF
25	David M. J. Tax, Robert P. W. Duin	Learning Curves for the Analysis of Multiple Instance Classifiers.	SSPR/SPR	2008	DBLP DOI BibTeX RDF
25	Jerzy Stefanowski	On Combined Classifiers, Rule Induction and Rough Sets.	Trans. Rough Sets	2007	DBLP DOI BibTeX RDF
25	Filippo Vella, Chin-Hui Lee 0001, Salvatore Gaglio	Boosting of Maximal Figure of Merit Classifiers for Automatic Image Annotation.	ICIP (2)	2007	DBLP DOI BibTeX RDF
25	Ángela Blanco, Manuel Martín-Merino, Javier De Las Rivas	Ensemble of Kernel Based Classifiers to Improve the Human Cancer Prediction using DNA Microarrays.	BIBE	2007	DBLP DOI BibTeX RDF
25	Cornelia Caragea, Jivko Sinapov, Vasant G. Honavar, Drena Dobbs	Assessing the Performance of Macromolecular Sequence Classifiers.	BIBE	2007	DBLP DOI BibTeX RDF
25	Julien Meynet, Jean-Philippe Thiran	Information Theoretic Combination of Classifiers with Application to AdaBoost.	MCS	2007	DBLP DOI BibTeX RDF	information theory, diversity, AdaBoost, classifier combination
25	Peter R. de Waal, Linda C. van der Gaag	Inference and Learning in Multi-dimensional Bayesian Network Classifiers.	ECSQARU	2007	DBLP DOI BibTeX RDF
25	Dimitris Tzikas, Matjaz Kukar, Aristidis Likas	Transductive Reliability Estimation for Kernel Based Classifiers.	IDA	2007	DBLP DOI BibTeX RDF
25	Satnam Singh, Kihoon Choi, Anuradha Kodali, Krishna R. Pattipati, Setu Madhavi Namburu, Shunsuke Chigusa, Danil V. Prokhorov, Liu Qiao	Dynamic fusion of classifiers for fault diagnosis.	SMC	2007	DBLP DOI BibTeX RDF
25	Yue Yang, Sherif A. Elfayoumy	Anti-Spam Filtering Using Neural Networks and Baysian Classifiers.	CIRA	2007	DBLP DOI BibTeX RDF
25	Jun Zhang 0002, Dae-Ki Kang, Adrian Silvescu, Vasant G. Honavar	Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data.	Knowl. Inf. Syst.	2006	DBLP DOI BibTeX RDF	Attribute value taxonomies, AVT-based naïve Bayes learner, Partially specified data
25	Anton Zamolotskikh, Sarah Jane Delany, Padraig Cunningham	A methodology for comparing classifiers that allow the control of bias.	SAC	2006	DBLP DOI BibTeX RDF
25	Yusuf Yaslan, Zehra Cataltepe	Audio Music Genre Classification Using Different Classifiers and Feature Selection Methods.	ICPR (2)	2006	DBLP DOI BibTeX RDF
25	Kazuhiro Hotta	Adaptive Weighting of Local Classifiers by Particle Filter.	ICPR (2)	2006	DBLP DOI BibTeX RDF
25	Lin-Lin Huang 0001, Akinobu Shimizu	Combining Classifiers for Robust Face Detection.	ISNN (2)	2006	DBLP DOI BibTeX RDF
25	Christian Bauckhage, Thomas Käster, John K. Tsotsos	Applying Ensembles of Multilinear Classifiers in the Frequency Domain.	CVPR (1)	2006	DBLP DOI BibTeX RDF
25	Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin	Single and Multi-Objective Genetic Algorithms for the Selection of Ensemble of Classifiers.	IJCNN	2006	DBLP DOI BibTeX RDF
25	Boguslaw Cyganek	Rotation Invariant Recognition of Road Signs with Ensemble of 1-NN Neural Classifiers.	ICANN (2)	2006	DBLP DOI BibTeX RDF
25	Konstantinos Koutroumbas, Abraham Pouliakis, Tatiana Mona Megalopoulou, John Georgoulakis, Anna-Eva Giachnaki, Petros Karakitsos	Discrimination of Benign from Malignant Breast Lesions Using Statistical Classifiers.	SETN	2006	DBLP DOI BibTeX RDF
25	Nadir Farah, Labiba Souici, Mokhtar Sellami 0001	Arabic Word Recognition by Classifiers and Context.	J. Comput. Sci. Technol.	2005	DBLP DOI BibTeX RDF	multiclassifier systems, Arabic literal amounts, handwriting recognition, contextual knowledge
25	Kyu Baek Hwang, Byoung-Tak Zhang	Bayesian model averaging of Bayesian network classifiers over multiple node-orders: application to sparse datasets.	IEEE Trans. Syst. Man Cybern. Part B	2005	DBLP DOI BibTeX RDF
25	Piero P. Bonissone, Neil H. W. Eklund, Kai Goebel	Using an Ensemble of Classifiers to Audit a Production Classifier.	Multiple Classifier Systems	2005	DBLP DOI BibTeX RDF
25	Hee-Joong Kang, Moonwon Choo	Information-Theoretic Selection of Classifiers for Building Multiple Classifier Systems.	ICIC (1)	2005	DBLP DOI BibTeX RDF
25	Hubert Cecotti, Szilárd Vajda, Abdel Belaïd	High Performance Classifiers Combination for Handwritten Digit Recognition.	ICAPR (1)	2005	DBLP DOI BibTeX RDF
25	Jenny Folkesson, Ole Fogh Olsen, Paola Pettersen, Erik Dam, Claus Christiansen	Combining Binary Classifiers for Automatic Cartilage Segmentation in Knee MRI.	CVBIA	2005	DBLP DOI BibTeX RDF
25	Steven Haker, William M. Wells III, Simon K. Warfield, Ion-Florin Talos, Jui G. Bhagwat, Daniel Goldberg-Zimring, Asim Mian, Lucila Ohno-Machado, Kelly H. Zou	Combining Classifiers Using Their Receiver Operating Characteristics and Maximum Likelihood Estimation.	MICCAI	2005	DBLP DOI BibTeX RDF
25	Tomasz Arodz	Margin-based Diversity Measures for Ensemble Classifiers.	CORES	2005	DBLP DOI BibTeX RDF
25	Luiz E. Soares de Oliveira, Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi	Multi-objective Genetic Algorithms to Create Ensemble of Classifiers.	EMO	2005	DBLP DOI BibTeX RDF
25	K. R. Sujith, Gurumurthi V. Ramanan	Procrustes Analysis and Moore-Penrose Inverse Based Classifiers for Face Recognition.	IWBRS	2005	DBLP DOI BibTeX RDF
25	Tadeusz Pietraszek	Optimizing abstaining classifiers using ROC analysis.	ICML	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	Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong	Intelligent Feature Extraction for Ensemble of Classifiers.	ICDAR	2005	DBLP DOI BibTeX RDF
25	Shinn-Ying Ho, Hung-Ming Chen, Shinn-Jang Ho, Tai-Kang Chen	Design of accurate classifiers with a compact fuzzy-rule base using an evolutionary scatter partition of feature space.	IEEE Trans. Syst. Man Cybern. Part B	2004	DBLP DOI BibTeX RDF
25	Jun Zhang 0002, Vasant G. Honavar	AVT-NBL: An Algorithm for Learning Compact and Accurate Naïve Bayes Classifiers from Attribute Value Taxonomies and Data.	ICDM	2004	DBLP DOI BibTeX RDF
25	Cristiano Calcagno, Eugenio Moggi, Walid Taha	ML-Like Inference for Classifiers.	ESOP	2004	DBLP DOI BibTeX RDF
25	Zheng Zhang, Shuigeng Zhou, Aoying Zhou	Sequential Classifiers Combination for Text Categorization: An Experimental Study.	WAIM	2004	DBLP DOI BibTeX RDF
25	Han-joon Kim, Je-Uk Kim	Combining Active Learning and Boosting for Naïve Bayes Text Classifiers.	WAIM	2004	DBLP DOI BibTeX RDF
25	Jerzy Stefanowski	The Bagging and n2-Classifiers Based on Rules Induced by MODLEM.	Rough Sets and Current Trends in Computing	2004	DBLP DOI BibTeX RDF
25	Jan G. Bazan	Classifiers Based on Two-Layered Learning.	Rough Sets and Current Trends in Computing	2004	DBLP DOI BibTeX RDF
25	Sébastien Marcel, Yann Rodriguez	Biometric Face Authentication Using Pixel-Based Weak Classifiers.	ECCV Workshop BioAW	2004	DBLP DOI BibTeX RDF
25	César Ferri, Peter A. Flach, José Hernández-Orallo	Delegating classifiers.	ICML	2004	DBLP DOI BibTeX RDF
25	Xubo B. Song, Misha Pavel	Performance Advantage of Combined Classifiers in Multi-category Cases: An Analysis.	ICONIP	2004	DBLP DOI BibTeX RDF
25	Ricardo Barandela, Rosa Maria Valdovinos, José Salvador Sánchez 0001	New Applications of Ensembles of Classifiers.	Pattern Anal. Appl.	2003	DBLP DOI BibTeX RDF	Algorithm scalability, Filtering Outliers, Imbalanced training sample, Nearest neighbour rule, Preprocessing techniques, Ensembles
25	Ricardo Vilalta, Murali-Krishna Achari, Christoph F. Eick	Class Decomposition via Clustering: A New Framework for Low-Variance Classifiers.	ICDM	2003	DBLP DOI BibTeX RDF
25	Iratxe Soraluze Arriola, Clemente Rodríguez Lafuente, Fernando Boto Sánchez, Andoni Cortés Vidal	Fast Multistage Algorithm for K-NN Classifiers.	CIARP	2003	DBLP DOI BibTeX RDF
25	Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen, David W. Patterson	Dynamic Integration of Classifiers in the Space of Principal Components.	ADBIS	2003	DBLP DOI BibTeX RDF
25	Laurent Mascarilla, Carl Frélicot	Reject Strategies Driven Combination of Pattern Classifiers.	Pattern Anal. Appl.	2002	DBLP DOI BibTeX RDF	Dempster-Shafer rule, Theory of evidence, Pattern classification, Fuzzy systems, Classifier combination, Reject options
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	Emilio Benfenati, Paolo Mazzatorta, Daniel Neagu, Giuseppina C. Gini	Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy Approach.	Multiple Classifier Systems	2002	DBLP DOI BibTeX RDF
25	Bart Baesens, Michael Egmont-Petersen, Robert Castelo, Jan Vanthienen	Learning Bayesian Network Classifiers for Credit Scoring Using Markov Chain Monte Carlo Search.	ICPR (3)	2002	DBLP DOI BibTeX RDF
25	Wei-Hao Lin, Alexander G. Hauptmann	Meta-classification: Combining Multimodal Classifiers.	Revised Papers from MDM/KDD and PAKDD/KDMCD	2002	DBLP DOI BibTeX RDF
25	Lili Diao, Keyun Hu, Yuchang Lu, Chunyi Shi	A Method to Boost Naïve Bayesian Classifiers.	PAKDD	2002	DBLP DOI BibTeX RDF
25	Josep Roure Alcobé	Incremental Learning of Tree Augmented Naive Bayes Classifiers.	IBERAMIA	2002	DBLP DOI BibTeX RDF
25	Mário A. T. Figueiredo, Anil K. Jain 0001	Bayesian Learning of Sparse Classifiers.	CVPR (1)	2001	DBLP DOI BibTeX RDF
25	Ashutosh Garg, Dan Roth	Understanding Probabilistic Classifiers.	ECML	2001	DBLP DOI BibTeX RDF
25	Ludmila I. Kuncheva, Christopher J. Whitaker, Catherine A. Shipp, Robert P. W. Duin	Is Independence Good For Combining Classifiers?	ICPR	2000	DBLP DOI BibTeX RDF
25	Seppo Puuronen, Vagan Y. Terziyan	A Similarity Evaluation Technique for Data Mining with an Ensemble of Classifiers.	DEXA Workshops	2000	DBLP DOI BibTeX RDF	similarity evaluation technique, nearest neighbor recognition, learning phase, data mining, data mining, predicates, classifier ensemble, training set, misclassification errors
25	Alexey Tsymbal	Decision Committee Learning with Dynamic Integration of Classifiers.	ADBIS-DASFAA	2000	DBLP DOI BibTeX RDF
25	Hee-Joong Kang, Jin Hyung Kim	Probabilistic Framework for Combining Multiple Classifiers at Abstract Level.	ICDAR	1997	DBLP DOI BibTeX RDF
25	Kevin S. Woods, Kevin W. Bowyer, W. Philip Kegelmeyer	Combination of Multiple Classifiers Using Local Accuracy Estimates.	CVPR	1996	DBLP DOI BibTeX RDF
24	José A. Gámez 0001, Juan L. Mateo, José Miguel Puerta	Learning Bayesian Classifiers from Dependency Network Classifiers.	ICANNGA (1)	2007	DBLP DOI BibTeX RDF
24	Jerzy Sas, Michal Luzyna	Combining Character Classifiers Using Member Classifiers Assessment.	ISDA	2005	DBLP DOI BibTeX RDF
21	Judith Gelernter	Data mining of maps and their automatic region-time-theme classification.	ACM SIGSPATIAL Special	2009	DBLP DOI BibTeX RDF	algorithms, text mining, indexing, classifiers, knowledge extraction, geographic information retrieval, geospatial data, faceted classification, metadata harvesting
21	Jian-Wu Xu, Vartika Singh, Venu Govindaraju, Depankar Neogi	A Cascade Multiple Classifier System for Document Categorization.	MCS	2009	DBLP DOI BibTeX RDF	Document Classification, Classifier Combination, Multiple-classifiers
21	Thomas Stibor, Robert F. Oates, Graham Kendall, Jonathan M. Garibaldi	Geometrical insights into the dendritic cell algorithm.	GECCO	2009	DBLP DOI BibTeX RDF	analysis, artificial immune systems, classifiers, dendritic cell algorithm
21	António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho	Dissimilarity-based classification of chromatographic profiles.	Pattern Anal. Appl.	2008	DBLP DOI BibTeX RDF	Chromatographic images, Nearest neighbour classifiers, Prototype selection, Dissimilarity representation
21	Zalhan Mohd Zin, Marzuki Khalid, Rubiyah Yusof	Evolutionary Feature Selections for Face Detection System.	PRICAI	2008	DBLP DOI BibTeX RDF	cascade of classifiers, rectangle features, Genetic Algorithm, Adaboost
21	José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Ekaitz Jauregi, Y. Yurramendi	Analyzing Classifier Hierarchy Multiclassifier Learning.	CIARP	2008	DBLP DOI BibTeX RDF	hierarchy of classifiers, data mining, Classifier combination
21	Ayse Tosun, Burak Turhan, Ayse Basar Bener	Ensemble of software defect predictors: a case study.	ESEM	2008	DBLP DOI BibTeX RDF	static code attributes, defect prediction, ensemble of classifiers
21	Nati Linial, Adi Shraibman	Learning Complexity vs. Communication Complexity.	CCC	2008	DBLP DOI BibTeX RDF	large margin classifiers, communication complexity, discrepancy, rigidity
21	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
21	José Arturo Olvera-López, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa	Mixed Data Object Selection Based on Clustering and Border Objects.	CIARP	2007	DBLP DOI BibTeX RDF	Supervised Classifiers, Object Selection, Clustering, Mixed Data
21	Chris Drummond, Robert C. Holte	Cost curves: An improved method for visualizing classifier performance.	Mach. Learn.	2006	DBLP DOI BibTeX RDF	Performance evaluation, Machine learning, Classifiers, ROC curves
21	Yaxin Bi, Werner Dubitzky	An evidential approach in ensembles.	SAC	2006	DBLP DOI BibTeX RDF	text categorization, ensembles of classifiers, evidential reasoning
21	Georgi I. Nalbantov, Jan C. Bioch, Patrick J. F. Groenen	Classification with Support Hyperplanes.	ECML	2006	DBLP DOI BibTeX RDF	Large Margin and Instance-based Classifiers, Kernel Methods
21	Paul Davidsson, Johan Hagelbäck, Kenny Svensson	Comparing approaches to predict transmembrane domains in protein sequences.	SAC	2005	DBLP DOI BibTeX RDF	learning, classifiers, protein sequences
21	Shlomo Hershkop, Salvatore J. Stolfo	Combining email models for false positive reduction.	KDD	2005	DBLP DOI BibTeX RDF	email mining, false positive reduction, data mining, aggregators, spam, multiple classifiers, model combination
21	Hongyu Guo, Herna L. Viktor	Learning from imbalanced data sets with boosting and data generation: the DataBoost-IM approach.	SIGKDD Explor.	2004	DBLP DOI BibTeX RDF	data mining, boosting, ensembles of classifiers, imbalanced data sets
21	Yu-Yu Chou, Linda G. Shapiro	A hierarchical multiple classifier learning algorithm.	Pattern Anal. Appl.	2003	DBLP DOI BibTeX RDF	Class sub-labelling, Hierarchical classification system, Mega-Data Learning, Mixtures of classifiers
21	Najoua Essoukri Ben Amara, Faouzi Bouslama	Classification of Arabic script using multiple sources of information: State of the art and perspectives.	Int. J. Document Anal. Recognit.	2003	DBLP DOI BibTeX RDF	Arabic writing, Arabic Optical Character Recognition-AOCR, Hybrid features, Multiple classifiers