Search results for "Multiclass classification"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Kazuko Takahashi, Hiroya Takamura, Manabu Okumura	Direct estimation of class membership probabilities for multiclass classification using multiple scores.	Knowl. Inf. Syst.	2009	DBLP DOI BibTeX RDF	Class membership probabilities, Accuarcy table, Multiple classification scores, Logistic regression, Multiclass classification, Direct estimation
3	Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho	An Hybrid GA/SVM Approach for Multiclass Classification with Directed Acyclic Graphs.	SBIA	2004	DBLP DOI BibTeX RDF	Genetic Algorithms, Support Vector Machines, Directed Acyclic Graphs, multiclass classification
2	Sang-Hyeun Park, Johannes Fürnkranz	Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
2	Naoto Yukinawa, Shigeyuki Oba, Kikuya Kato, Shin Ishii	Optimal Aggregation of Binary Classifiers for Multiclass Cancer Diagnosis Using Gene Expression Profiles.	IEEE/ACM Trans. Comput. Biology Bioinform.	2009	DBLP DOI BibTeX RDF	cancer diagnosis, gene expression profiling, Multiclass classification, error correcting output coding
2	Jin Tian, Minqiang Li, Fuzan Chen	A hybrid classification algorithm based on coevolutionary EBFNN and domain covering method.	Neural Computing and Applications	2009	DBLP DOI BibTeX RDF	EBFNN, Cooperative coevolutionary algorithms, Domain covering method, Multiclass classification
2	João Roberto Bertini Jr., Maria do Carmo Nicoletti	MBabCoNN - A Multiclass Version of a Constructive Neural Network Algorithm Based on Linear Separability and Convex Hull.	ICANN	2008	DBLP DOI BibTeX RDF	Constructive neural network algorithm, LS-discriminant learning, Barycentric Correction Procedure, Multiclass classification
2	K. E. Graves, R. Nagarajah	Uncertainty Estimation Using Fuzzy Measures for Multiclass Classification.	IEEE Transactions on Neural Networks	2007	DBLP DOI BibTeX RDF
2	Takashi Takenouchi, Shin Ishii	Multiclass classification as a decoding problem.	FOCI	2007	DBLP DOI BibTeX RDF
2	Jun-Ki Min, Jin-Hyuk Hong, Sung-Bae Cho	Ensemble Approaches of Support Vector Machines for Multiclass Classification.	PReMI	2007	DBLP DOI BibTeX RDF	Naïve Bayes, Multiple decision templates, Support vector machines, Ensemble, Cancer classification, Fingerprint classification
2	Anita Prinzie, Dirk Van den Poel	Random Multiclass Classification: Generalizing Random Forests to Random MNL and Random NB.	DEXA	2007	DBLP DOI BibTeX RDF
2	Pi-Fuei Hsieh, Deng-Shiang Wang, Chia-Wei Hsu	A Linear Feature Extraction for Multiclass Classification Problems Based on Class Mean and Covariance Discriminant Information.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	classification error estimation, Dimensionality reduction, linear discriminant analysis, discriminant analysis, Bhattacharyya distance, linear feature extraction
2	Chieh-Neng Young, Chen-Wen Yen, Yi-Hua Pao, Mark L. Nagurka	One-Class-at-a-Time Removal Sequence Planning Method for Multiclass Classification Problems.	IEEE Transactions on Neural Networks	2006	DBLP DOI BibTeX RDF
2	Yasutoshi Yajima, Tien-Fang Kuo	Optimization Approaches for Semi-Supervised Multiclass Classification.	ICDM Workshops	2006	DBLP DOI BibTeX RDF
2	Gexiang Zhang	Support Vector Machines with Huffman Tree Architecture for Multiclass Classification.	CIARP	2005	DBLP DOI BibTeX RDF
2	Jonatan Gómez, Arturo Garcia, Camilo Silva	COFRE: a fuzzy rule coevolutionary approach for multiclass classification problems.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
2	Ambuj Tewari, Peter L. Bartlett	On the Consistency of Multiclass Classification Methods.	COLT	2005	DBLP DOI BibTeX RDF
2	Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho	Minimum Spanning Trees in Hierarchical Multiclass Support Vector Machines Generation.	IEA/AIE	2005	DBLP DOI BibTeX RDF	Machine Learning, Support Vector Machines, multiclass classification
2	Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho	Comparing Techniques for Multiclass Classification Using Binary SVM Predictors.	MICAI	2004	DBLP DOI BibTeX RDF
2	David M. J. Tax, Robert P. W. Duin	Using Two-Class Classifiers for Multiclass Classification.	ICPR	2002	DBLP DOI BibTeX RDF
2	Sariel Har-Peled, Dan Roth, Dav Zimak	Constraint Classification: A New Approach to Multiclass Classification.	ALT	2002	DBLP DOI BibTeX RDF
2	Boonserm Kijsirikul, Nitiwut Ussivakul, Surapant Meknavin	Adaptive Directed Acyclic Graphs for Multiclass Classification.	PRICAI	2002	DBLP DOI BibTeX RDF
1	Pierre Machart, Liva Ralaivola	Confusion Matrix Stability Bounds for Multiclass Classification	CoRR	2012	DBLP BibTeX RDF
1	Guang-Bin Huang, Hongming Zhou, Xiaojian Ding, Rui Zhang	Extreme Learning Machine for Regression and Multiclass Classification.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2012	DBLP DOI BibTeX RDF
1	Fei Teng, Yixin Chen, Xin Dang	Multiclass classification with potential function rules: Margin distribution and generalization.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Elizabeth Tapia, Leonardo Ornella, Pilar Bulacio, Laura Angelone	Multiclass classification of microarray data samples with a reduced number of genes.	BMC Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Qiang Cheng, Hongbo Zhou, Jie Cheng	The Fisher-Markov Selector: Fast Selecting Maximally Separable Feature Subset for Multiclass Classification with Applications to High-Dimensional Data.	IEEE Trans. Pattern Anal. Mach. Intell.	2011	DBLP DOI BibTeX RDF
1	Zhenqiu Liu, William Hsiao, Brandi L. Cantarel, Elliott Franco Drábek, Claire Fraser-Liggett	Sparse distance-based learning for simultaneous multiclass classification and feature selection of metagenomic data.	Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Nicolás García-Pedrajas, Domingo Ortiz-Boyer	An empirical study of binary classifier fusion methods for multiclass classification.	Information Fusion	2011	DBLP DOI BibTeX RDF
1	Nacer Farajzadeh, Gang Pan, Zhaohui Wu, Min Yao	Multiclass Classification Based on Meta Probability Codes.	IJPRAI	2011	DBLP DOI BibTeX RDF
1	Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, Taras Holotyak	Information-Theoretic Multiclass Classification Based on Binary Classifiers - On Coding Matrix Design, Reliability and Maximum Number of Classes.	Signal Processing Systems	2011	DBLP DOI BibTeX RDF
1	Erik Rodner, Joachim Denzler	Learning with few examples for binary and multiclass classification using regularization of randomized trees.	Pattern Recognition Letters	2011	DBLP DOI BibTeX RDF
1	Dong Liu, Shuicheng Yan, Yadong Mu, Xian-Sheng Hua, Shih-Fu Chang, Hong-Jiang Zhang	Towards Optimal Discriminating Order for Multiclass Classification.	ICDM	2011	DBLP DOI BibTeX RDF
1	Tinghua Wang	Adaptation of Gaussian ARD kernel for multiclass classification.	FSKD	2011	DBLP DOI BibTeX RDF
1	Koby Crammer, Claudio Gentile	Multiclass Classification with Bandit Feedback using Adaptive Regularization.	ICML	2011	DBLP BibTeX RDF
1	Zhihua Zhang, Gang Wang, Dit-Yan Yeung, Guang Dai, Frederick H. Lochovsky	A regularization framework for multiclass classification: A deterministic annealing approach.	Pattern Recognition	2010	DBLP DOI BibTeX RDF
1	Shin Matsushima, Nobuyuki Shimizu, Kazuhiro Yoshida, Takashi Ninomiya, Hiroshi Nakagawa	Exact Passive-Aggressive Algorithm for Multiclass Classification Using Support Class.	SDM	2010	DBLP BibTeX RDF
1	Chen Huang, Xiaoqing Ding, Chi Fang	Head Pose Estimation Based on Random Forests for Multiclass Classification.	ICPR	2010	DBLP DOI BibTeX RDF
1	Hung-Shin Lee, Hsin-Min Wang, Berlin Chen	A Discriminative and Heteroscedastic Linear Feature Transformation for Multiclass Classification.	ICPR	2010	DBLP DOI BibTeX RDF
1	Sergio Herrero-Lopez, John R. Williams, Abel Sanchez	Parallel multiclass classification using SVMs on GPUs.	GPGPU	2010	DBLP DOI BibTeX RDF	support vector machine, parallel programming, GPU
1	Youshen Xia, Yu Ying	A Cooperative Learning Algorithm for Multiclass Classification.	Web Intelligence/IAT Workshops	2010	DBLP DOI BibTeX RDF
1	Sergio Escalera, Oriol Pujol, Petia Radeva	On the Decoding Process in Ternary Error-Correcting Output Codes.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	embedding of dichotomizers, decoding, multiclass classification, Error-correcting output codes
1	Ehtesham Hassan, Santanu Chaudhury, Madan Gopal, Jignesh Dholakia	Use of MKL as symbol classifier for Gujarati character recognition.	Document Analysis Systems	2010	DBLP DOI BibTeX RDF	character recognition, multiple kernel learning
1	Carlton Downey, Mengjie Zhang, Will N. Browne	New crossover operators in linear genetic programming for multiclass object classification.	GECCO	2010	DBLP DOI BibTeX RDF	classification, genetic programming, crossover operator
1	Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani	Feature selection for ordinal regression.	SAC	2010	DBLP DOI BibTeX RDF	ordinal classification, feature selection, ordinal regression, product reviews
1	Kim-Anh Lê Cao, Agnès Bonnet, Sébastien Gadat	Multiclass classification and gene selection with a stochastic algorithm.	Computational Statistics & Data Analysis	2009	DBLP DOI BibTeX RDF
1	Takashi Takenouchi, Shin Ishii	A Multiclass Classification Method Based on Decoding of Binary Classifiers.	Neural Computation	2009	DBLP DOI BibTeX RDF
1	Tingting Mu, Asoke K. Nandi	Multiclass Classification Based on Extended Support Vector Data Description.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2009	DBLP DOI BibTeX RDF
1	Jin Chen, Cheng Wang, Runsheng Wang	Adaptive binary tree for fast SVM multiclass classification.	Neurocomputing	2009	DBLP DOI BibTeX RDF
1	Bo Chen, Wai Lam, Ivor W. Tsang, Tak-Lam Wong	A Semi-Supervised Framework for Feature Mapping and Multiclass Classification.	SDM	2009	DBLP BibTeX RDF
1	Alexandra Stefan, Vassilis Athitsos, Quan Yuan, Stan Sclaroff	Reducing JointBoost-based multiclass classification to proximity search.	CVPR	2009	DBLP DOI BibTeX RDF
1	Hui Lin, Jeff Bilmes, Koby Crammer	How to loose confidence: probabilistic linear machines for multiclass classification.	INTERSPEECH	2009	DBLP BibTeX RDF
1	Sung-Hyuk Park, Soon-Young Huh, Peng Zhang, Yong Shi	A Study on Identifying Essential Hyperplanes for Constructing a Multiclass Classification Model.	NCM	2009	DBLP DOI BibTeX RDF	Comparison Method, MCLP, SVMs, Hyperplanes, Multiclass Classifications
1	Luyao Wang, Zhi Zhang, Jingjing Liu, Bo Jiang, Xiyao Duan, Qingguo Xie, Daoyu Hu, Zhen Li	Classification of Hepatic Tissues from CT Images Based on Texture Features and Multiclass Support Vector Machines.	ISNN	2009	DBLP DOI BibTeX RDF	CT liver images, Support vector machine (SVM), Texture feature, Multiclass classification
1	Li Zhang, Xiangru Meng, Hua Zhou	Network Fault Diagnosis Using Hierarchical SVMs Based on Kernel Method.	WKDD	2009	DBLP DOI BibTeX RDF
1	Chao-Ton Su, Yu-Hsiang Hsiao	Multiclass MTS for Simultaneous Feature Selection and Classification.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
1	Seiichi Ozawa, Asim Roy, Dmitri Roussinov	A Multitask Learning Model for Online Pattern Recognition.	IEEE Transactions on Neural Networks	2009	DBLP DOI BibTeX RDF
1	Václav Chudácek, George K. Georgoulas, Michal Huptych, Chrysostomos D. Stylios, Lenka Lhotská	Discriminating between V and N Beats from ECGs Introducing an Integrated Reduced Representation along with a Neural Network Classifier.	ICANN	2009	DBLP DOI BibTeX RDF	Holter monitoring, MLP classification, Neural Networks, PCA
1	Qingshan Yang, Chengan Guo	A Parallel Implementation of Error Correction SVM with Applications to Face Recognition.	ISNN	2009	DBLP DOI BibTeX RDF	Error Correction SVM, Parallel algorithm, Face recognition
1	Keiji Tatsumi, Ryo Kawachi, Kenji Hayashida, Tetsuzo Tanino	Multiobjective Multiclass Soft-Margin Support Vector Machine and Its Solving Technique Based on Benson's Method.	MDAI	2009	DBLP DOI BibTeX RDF
1	Chad M. Cumby	Protecting Sensitive Topics in Text Documents with PROTEXTOR.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
1	Fabio Aiolli, Riccardo Cardin, Fabrizio Sebastiani, Alessandro Sperduti	Preferential text classification: learning algorithms and evaluation measures.	Inf. Retr.	2009	DBLP DOI BibTeX RDF	Preferential learning, Primary and secondary categories, Text classification, Text categorization, Supervised learning
1	Edgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho	The Dimension of Ecocs for Multiclass Classification Problems.	International Journal on Artificial Intelligence Tools	2008	DBLP DOI BibTeX RDF
1	Anita Prinzie, Dirk Van den Poel	Random Forests for multiclass classification: Random MultiNomial Logit.	Expert Syst. Appl.	2008	DBLP DOI BibTeX RDF
1	Ran El-Yaniv, Dmitry Pechyony, Elad Yom-Tov	Better multiclass classification via a margin-optimized single binary problem.	Pattern Recognition Letters	2008	DBLP DOI BibTeX RDF
1	Lior Wolf, Yoni Donner	Local Regularization for Multiclass Classification Facing Significant Intraclass Variations.	ECCV	2008	DBLP DOI BibTeX RDF
1	Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert	Semantic lattices for multiple annotation of images.	Multimedia Information Retrieval	2008	DBLP DOI BibTeX RDF	classification and regression with ontology prior, hierarchical outputs, multilabel classification, outputs with confidence levels, probabilistic outputs, semantic lattices, image annotation, image indexing, multiclass classification, concept ontology
1	Cristián Bravo, Jose Luis Lobato, Richard Weber, Gaston L'Huillier	A Hybrid System for Probability Estimation in Multiclass Problems Combining SVMs and Neural Networks.	HIS	2008	DBLP DOI BibTeX RDF	Multiclass Probability Estimation, Support Vector Machines, Artificial Neural Networks, Multiclass Classification
1	Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari	Efficient bandit algorithms for online multiclass prediction.	ICML	2008	DBLP DOI BibTeX RDF
1	Deirdre B. O'Brien, Maya R. Gupta, Robert M. Gray	Cost-sensitive multi-class classification from probability estimates.	ICML	2008	DBLP DOI BibTeX RDF
1	Junsong Yuan, Jiebo Luo, Henry S. Kautz, Ying Wu	Mining GPS traces and visual words for event classification.	Multimedia Information Retrieval	2008	DBLP DOI BibTeX RDF	event categorization, gps information, image data mining
1	Yongzhong Xing, Xiaobei Wu, Zhiliang Xu	Multiclass Least Squares Wavelet Support Vector Machines.	ICNSC	2008	DBLP DOI BibTeX RDF
1	Prabakaran Ilayaraja, N. V. Neeba, C. V. Jawahar	Efficient implementation of SVM for large class problems.	ICPR	2008	DBLP DOI BibTeX RDF
1	Patoomsiri Songsiri, Boonserm Kijsirikul, Thimaporn Phetkaew	Information-based dichotomization: A method for multiclass Support Vector Machines.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Jonghwa Kim, Elisabeth André	Emotion Recognition Based on Physiological Changes in Music Listening.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF
1	Asma Rabaoui, Manuel Davy, Stéphane Rossignol, Zied Ellouze	Using One-Class SVMs and Wavelets for Audio Surveillance.	IEEE Transactions on Information Forensics and Security	2008	DBLP DOI BibTeX RDF
1	David Masip, Jordi Vitrià	Shared Feature Extraction for Nearest Neighbor Face Recognition.	IEEE Transactions on Neural Networks	2008	DBLP DOI BibTeX RDF
1	Gang Li, Jin Feng Wang, Kin-Hong Lee, Kwong-Sak Leung	Instruction-Matrix-Based Genetic Programming.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2008	DBLP DOI BibTeX RDF
1	Can Demirkesen, Hocine Cherifi	A Comparison of Multiclass SVM Methods for Real World Natural Scenes.	ACIVS	2008	DBLP DOI BibTeX RDF
1	Jonghwa Kim, Elisabeth André	Four-Channel Biosignal Analysis and Feature Extraction for Automatic Emotion Recognition.	BIOSTEC (Selected Papers)	2008	DBLP DOI BibTeX RDF	autonomic nervous system, valence, human-computer interaction, pattern recognition, feature extraction, affective computing, Emotion recognition, electrocardiogram, physiological measures, respiration, skin conductance, electromyogram, arousal, musical emotion
1	Keiji Tatsumi, Ryo Kawachi, Kenji Hayashida, Tetsuzo Tanino	Multiobjective Multiclass Soft-Margin Support Vector Machine Maximizing Pair-Wise Interclass Margins.	ICONIP	2008	DBLP DOI BibTeX RDF
1	Nathalie Japkowicz, Pritika Sanghi, Peter E. Tischer	A Projection-Based Framework for Classifier Performance Evaluation.	ECML/PKDD	2008	DBLP DOI BibTeX RDF
1	Olivier Lezoray, Hubert Cardot	Comparing Combination Rules of Pairwise Neural Networks Classifiers.	Neural Processing Letters	2008	DBLP DOI BibTeX RDF	Pairwise classifier, Combination, Stacking
1	Ambuj Tewari, Peter L. Bartlett	On the Consistency of Multiclass Classification Methods.	Journal of Machine Learning Research	2007	DBLP BibTeX RDF
1	Ping Zhong, Masao Fukushima	Second-Order Cone Programming Formulations for Robust Multiclass Classification.	Neural Computation	2007	DBLP DOI BibTeX RDF
1	Yonatan Amit, Michael Fink 0002, Nathan Srebro, Shimon Ullman	Uncovering shared structures in multiclass classification.	ICML	2007	DBLP DOI BibTeX RDF
1	Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng	Differential prioritization in feature selection and classifier aggregation for multiclass microarray datasets.	Data Min. Knowl. Discov.	2007	DBLP DOI BibTeX RDF	Tissue classification, Classifier aggregation, Feature selection, Microarray data analysis, Multiclass classification
1	S. Asharaf, M. Narasimha Murty, Shirish Krishnaj Shevade	Multiclass core vector machine.	ICML	2007	DBLP DOI BibTeX RDF
1	Arik Azran	The rendezvous algorithm: multiclass semi-supervised learning with Markov random walks.	ICML	2007	DBLP DOI BibTeX RDF
1	Alexander Zien, Ulf Brefeld, Tobias Scheffer	Transductive support vector machines for structured variables.	ICML	2007	DBLP DOI BibTeX RDF
1	Boaz Lerner, Josepha Yeshaya, Lev Koushnir	On the Classification of a Small Imbalanced Cytogenetic Image Database.	IEEE/ACM Trans. Comput. Biology Bioinform.	2007	DBLP DOI BibTeX RDF	genetic diagnosis, naive Bayesian classifier (NBC), Classification, dimensionality reduction, multilayer perceptron (MLP), imbalanced data, small sample size
1	Zhouyu Fu, Antonio Robles-Kelly	Learning Object Material Categories via Pairwise Discriminant Analysis.	CVPR	2007	DBLP DOI BibTeX RDF
1	Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho	Comparing Several Evaluation Functions in the Evolutionary Design of Multiclass Support Vector Machines.	HIS	2007	DBLP DOI BibTeX RDF
1	Chuan Lu, Andy Devos, Johan A. K. Suykens, Carles Arús, Sabine Van Huffel	Bagging Linear Sparse Bayesian Learning Models for Variable Selection in Cancer Diagnosis.	IEEE Transactions on Information Technology in Biomedicine	2007	DBLP DOI BibTeX RDF
1	Takafumi Kanamori	Multiclass Boosting Algorithms for Shrinkage Estimators of Class Probability.	ALT	2007	DBLP DOI BibTeX RDF
1	Kaibo Duan, Jagath C. Rajapakse, Minh Ngoc Nguyen 0002	One-Versus-One and One-Versus-All Multiclass SVM-RFE for Gene Selection in Cancer Classification.	EvoBIO	2007	DBLP DOI BibTeX RDF
1	Jin-Hyuk Hong, Sung-Bae Cho	Ensemble Neural Networks with Novel Gene-Subsets for Multiclass Cancer Classification.	ICONIP	2007	DBLP DOI BibTeX RDF
1	Leopoldo Carro-Calvo, Sancho Salcedo-Sanz, Roberto Gil-Pita, Antonio Portilla-Figueras, Manuel Rosa-Zurera	An Evolution of Geometric Structures Algorithm for the Automatic Classification of HRR Radar Targets.	IDEAL	2007	DBLP DOI BibTeX RDF
1	Kazuko Takahashi, Hiroya Takamura, Manabu Okumura	Estimation of Class Membership Probabilities in the Document Classification.	PAKDD	2007	DBLP DOI BibTeX RDF
1	Claudio Marrocco, Paolo Simeone, Francesco Tortorella	A Framework for Multiclass Reject in ECOC Classification Systems.	SCIA	2007	DBLP DOI BibTeX RDF	multiple classifiers systems, reject option, ECOC
1	Qi Qiang, Qinming He	A Multiclass Classification Method Based on Output Design.	PAKDD	2006	DBLP DOI BibTeX RDF