Search results for "Classifiers"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
20	Gero Szepannek, Bernd Bischl, Claus Weihs	On the Combination of Locally Optimal Pairwise Classifiers.	MLDM	2007	DBLP DOI BibTeX RDF
20	Stephen Moore 0001, Richard Bowden	Automatic Facial Expression Recognition Using Boosted Discriminatory Classifiers.	AMFG	2007	DBLP DOI BibTeX RDF
20	Carlos Nascimento Silla Jr., Celso A. A. Kaestner, Alessandro L. Koerich	Automatic music genre classification using ensemble of classifiers.	SMC	2007	DBLP DOI BibTeX RDF
20	Minh-Tri Pham, Tat-Jen Cham	Online Learning Asymmetric Boosted Classifiers for Object Detection.	CVPR	2007	DBLP DOI BibTeX RDF
20	Hai-Jun Xiao, Fan Hong, Zhao-Li Zhang, Junguo Liao	Intrusion Detection Using Ensemble of SVM Classifiers.	FSKD (4)	2007	DBLP DOI BibTeX RDF
20	Michal Lemczyk, Malcolm I. Heywood	Training Binary GP Classifiers Efficiently: A Pareto-coevolutionary Approach.	EuroGP	2007	DBLP DOI BibTeX RDF
20	Alexandra M. Carvalho, Arlindo L. Oliveira, Marie-France Sagot	Efficient Learning of Bayesian Network Classifiers.	Australian Conference on Artificial Intelligence	2007	DBLP DOI BibTeX RDF
20	Pedro R. Kalva, Fabrício Enembreck, Alessandro L. Koerich	WEB Image Classification Based on the Fusion of Image and Text Classifiers.	ICDAR	2007	DBLP DOI BibTeX RDF
20	Anneleen Van Assche, Celine Vens, Hendrik Blockeel, Saso Dzeroski	First order random forests: Learning relational classifiers with complex aggregates.	Mach. Learn.	2006	DBLP DOI BibTeX RDF	Aggregation, Relational learning, Random forests, Decision tree learning
20	Yan Li 0003, Simon C. K. Shiu, Sankar K. Pal	Combining Feature Reduction and Case Selection in Building CBR Classifiers.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	CBR classifier, case selection, k-NN principle, rough sets, Case-based reasoning, feature reduction
20	Kumar Chellapilla, Michael Shilman, Patrice Y. Simard	Combining Multiple Classifiers for Faster Optical Character Recognition.	Document Analysis Systems	2006	DBLP DOI BibTeX RDF
20	Xiaodan Wang, Chongming Wu, Chunying Zheng, Wei Wang	Improved Algorithm for Adaboost with SVM Base Classifiers.	IEEE ICCI	2006	DBLP DOI BibTeX RDF
20	Thanh Ha Dang, Christophe Marsala, Bernadette Bouchon-Meunier, Alain Boucher	Discrimination-Based Criteria for the Evaluation of Classifiers.	FQAS	2006	DBLP DOI BibTeX RDF
20	Fernando Berzal Galiano, Juan Carlos Cubero Talavera, Nicolás Marín, José-Luis Polo	An Overview of Alternative Rule Evaluation Criteria and Their Use in Separate-and-Conquer Classifiers.	ISMIS	2006	DBLP DOI BibTeX RDF
20	Shirish S. Sane, Ashok A. Ghatol	Use of Instance Typicality for Efficient Detection of Outliers with Neural Network Classifiers.	ICIT	2006	DBLP DOI BibTeX RDF
20	Xiaolong Zhang 0002, Chuan Jiang, Mingjian Luo	Training Classifiers for Unbalanced Distribution and Cost-Sensitive Domains with ROC Analysis.	PKAW	2006	DBLP DOI BibTeX RDF	Classification, Cost-Sensitive Learning, ROC, Error Correcting Output Coding
20	Youngim Jung, Soonhee Hwang, Ae-sun Yoon, Hyuk-Chul Kwon	Extracting Ontological Relations of Korean Numeral Classifiers from Semi-structured Resources Using NLP Techniques.	OTM Workshops (2)	2006	DBLP DOI BibTeX RDF
20	Doina Caragea, Jun Zhang 0002, Jyotishman Pathak, Vasant G. Honavar	Learning Classifiers from Distributed, Ontology-Extended Data Sources.	DaWaK	2006	DBLP DOI BibTeX RDF
20	Hanjin Ryu, Seong Soo Chun, Sanghoon Sull	Multiple Classifiers Approach for Computational Efficiency in Multi-scale Search Based Face Detection.	ICNC (1)	2006	DBLP DOI BibTeX RDF
20	Neamat El Gayar, Friedhelm Schwenker, Günther Palm	A Study of the Robustness of KNN Classifiers Trained Using Soft Labels.	ANNPR	2006	DBLP DOI BibTeX RDF
20	Arash Mokhber, Catherine Achard, Maurice Milgram, Xingtai Qu	Combined Classifiers for Action Recognition.	IWICPAS	2006	DBLP DOI BibTeX RDF
20	Yusuke Nojima, Hisao Ishibuchi	Designing Fuzzy Ensemble Classifiers by Evolutionary Multiobjective Optimization with an Entropy-Based Diversity Criterion.	HIS	2006	DBLP DOI BibTeX RDF
20	Gongde Guo, Daniel Neagu, Xuming Huang, Yaxin Bi	An Effective Combination of Multiple Classifiers for Toxicity Prediction.	FSKD	2006	DBLP DOI BibTeX RDF
20	Guillaume Lecué	Optimal Oracle Inequality for Aggregation of Classifiers Under Low Noise Condition.	COLT	2006	DBLP DOI BibTeX RDF
20	Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto	Using Accuracy and Diversity to Select Classifiers to Build Ensembles.	IJCNN	2006	DBLP DOI BibTeX RDF
20	Tao Ban, Shigeo Abe	Implementing Multi-class Classifiers by One-class Classification Methods.	IJCNN	2006	DBLP DOI BibTeX RDF
20	Hongjian Fan, Ming Fan, Kotagiri Ramamohanarao, Mengxu Liu	Further Improving Emerging Pattern Based Classifiers Via Bagging.	PAKDD	2006	DBLP DOI BibTeX RDF	classification, ensemble learning, bagging, emerging patterns
20	Harris V. Georgiou, Michael E. Mavroforakis, Sergios Theodoridis	A Game-Theoretic Approach to Weighted Majority Voting for Combining SVM Classifiers.	ICANN (1)	2006	DBLP DOI BibTeX RDF
20	François Denis, Christophe Nicolas Magnan, Liva Ralaivola	Efficient learning of Naive Bayes classifiers under class-conditional classification noise.	ICML	2006	DBLP DOI BibTeX RDF
20	Daniel Neagu, Gongde Guo, Shanshan Wang	An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining.	ADMA	2006	DBLP DOI BibTeX RDF
20	Zhi-Hua Zhou, Yang Yu 0001	Adapt Bagging to Nearest Neighbor Classifiers.	J. Comput. Sci. Technol.	2005	DBLP DOI BibTeX RDF	Minkowsky distance, value difference metric, data mining, machine learning, nearest neighbor, ensemble learning, bagging
20	Zhi-Hua Zhou, Ming Li 0005	Tri-Training: Exploiting Unlabeled Data Using Three Classifiers.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF	learning from unlabeled data, tri-training, Data mining, machine learning, semi-supervised learning, Web page classification, co-training
20	Anil Kumar Ghosh 0001, Probal Chaudhuri, C. A. Murthy	On Visualization and Aggregation of Nearest Neighbor Classifiers.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF	Bayesian strength function, misclassification rates, multiscale visualization, neighborhood parameter, prior distribution, weighted averaging, posterior probability
20	Binyamin Rosenfeld, Moshe Fresko, Ronen Feldman	A Systematic Comparison of Feature-Rich Probabilistic Classifiers for NER Tasks.	PKDD	2005	DBLP DOI BibTeX RDF
20	Jun Zhang 0002, Doina Caragea, Vasant G. Honavar	Learning Ontology-Aware Classifiers.	Discovery Science	2005	DBLP DOI BibTeX RDF
20	Yan-Shi Dong, Ke-Song Han	Boosting SVM classifiers by ensemble.	WWW (Special interest tracks and posters)	2005	DBLP DOI BibTeX RDF	machine learning, neural nets, information filtering, text processing, classifier design and evaluation
20	Xiujuan Chen, Robert W. Harrison, Yan-Qing Zhang 0001	Genetic fuzzy fusion of SVM classifiers for biomedical data.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
20	Peng Liu, Lei Lei, Naijun Wu	A Quantitative Study of the Effect of Missing Data in Classifiers.	CIT	2005	DBLP DOI BibTeX RDF
20	Huaqing Li 0002, Feihu Qi, Shaoyu Wang	Improved Pairwise Coupling Support Vector Machines with Correcting Classifiers.	MICAI	2005	DBLP DOI BibTeX RDF
20	Guzmán Santafé, José Antonio Lozano 0001, Pedro Larrañaga	Discriminative Learning of Bayesian Network Classifiers via the TM Algorithm.	ECSQARU	2005	DBLP DOI BibTeX RDF
20	Giorgio Giacinto, Roberto Perdisci, Fabio Roli	Network Intrusion Detection by Combining One-Class Classifiers.	ICIAP	2005	DBLP DOI BibTeX RDF	Pattern Recognition, Computer Security
20	Ulas Bagci, Engin Erzin	Boosting Classifiers for Music Genre Classification.	ISCIS	2005	DBLP DOI BibTeX RDF
20	Yanmin Sun, Mohamed S. Kamel, Andrew K. C. Wong	Empirical Study on Weighted Voting Multiple Classifiers.	ICAPR (1)	2005	DBLP DOI BibTeX RDF
20	Leelani Kumari Wickramasinghe, L. Damminda Alahakoon, Kate A. Smith	Computation of Meta-Learning Classifiers in Distributed Data Mining using a Novel Cognitive Memory Model.	IAT	2005	DBLP DOI BibTeX RDF
20	Weiliang Li, Xiang Gao, Ying Zhu, Visvanathan Ramesh, Terrance E. Boult	On the Small Sample Performance of Boosted Classifiers.	CVPR (2)	2005	DBLP DOI BibTeX RDF
20	Flávia Cristina Bernardini, Maria Carolina Monard, Ronaldo C. Prati	Constructing Ensembles of Symbolic Classifiers.	HIS	2005	DBLP DOI BibTeX RDF
20	Majid Kazemian, Behzad Moshiri, Hamid Nikbakht, Caro Lucas	Protein Secondary Structure Classifiers Fusion Using OWA.	ISBMDA	2005	DBLP DOI BibTeX RDF
20	Huimin Feng, Xuefei Li, Tiegang Fan, Yanju Chen	Some Characteristics of Fuzzy Integrals as a Multiple Classifiers Fusion Method.	ICMLC	2005	DBLP DOI BibTeX RDF
20	Tony Van Gestel, Johan A. K. Suykens, Bart Baesens, Stijn Viaene, Jan Vanthienen, Guido Dedene, Bart De Moor, Joos Vandewalle	Benchmarking Least Squares Support Vector Machine Classifiers.	Mach. Learn.	2004	DBLP DOI BibTeX RDF	least squares support vector machines, sparse approximation, multiclass support vector machines
20	Yongguang Bao, Naohiro Ishii, Xiaoyong Du 0001	Combining Multiple k-Nearest Neighbor Classifiers Using Different Distance Functions.	IDEAL	2004	DBLP DOI BibTeX RDF
20	Sarunas Raudys, Masakazu Iwamura	Multiple Classifiers System for Reducing Influences of Atypical Observations.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
20	Simon Günter, Horst Bunke	Ensembles of Classifiers Derived from Multiple Prototypes and Their Application to Handwriting Recognition.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
20	Takekazu Kato, Toshikazu Wada	Direct Condensing: An Efficient Voronoi Condensing Algorithm for Nearest Neighbor Classifiers.	ICPR (3)	2004	DBLP DOI BibTeX RDF
20	Hee-Joong Kang, David S. Doermann	Product Approximation by Minimizing the Upper Bound of Bayes Error Rate for Bayesian Combination of Classifiers.	ICPR (1)	2004	DBLP DOI BibTeX RDF
20	Jian-Hung Chen, Hung-Ming Chen, Shinn-Ying Ho	Design of Nearest Neighbor Classifiers Using an Intelligent Multi-objective Evolutionary Algorithm.	PRICAI	2004	DBLP DOI BibTeX RDF
20	Yuan Jiang 0001, Zhi-Hua Zhou	Editing Training Data for kNN Classifiers with Neural Network Ensemble.	ISNN (1)	2004	DBLP DOI BibTeX RDF
20	José Josemar de Oliveira Jr., Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, João Marques de Carvalho, Robert Sabourin	Handwritten Recognition with Multiple Classifiers for Restricted Lexicon.	SIBGRAPI	2004	DBLP DOI BibTeX RDF
20	Oleksiy Mazhelis, Seppo Puuronen, Jari Veijalainen	Modelling Dependencies Between Classifiers in Mobile Masquerader Detection.	ICICS	2004	DBLP DOI BibTeX RDF
20	Remco R. Bouckaert	Naive Bayes Classifiers That Perform Well with Continuous Variables.	Australian Conference on Artificial Intelligence	2004	DBLP DOI BibTeX RDF
20	Mohammad Reza Ahmadzadeh, Maria Petrou	Use of Dempster-Shafer theory to combine classifiers which use different class boundaries.	Pattern Anal. Appl.	2003	DBLP DOI BibTeX RDF	Expert rules, Fuzzy logic, Bayesian networks, Dempster-Shafer theory, Classifier combination
20	Dimitrios Frosyniotis, Andreas Stafylopatis, Aristidis Likas	A divide-and-conquer method for multi-net classifiers.	Pattern Anal. Appl.	2003	DBLP DOI BibTeX RDF	Clustering, Divide-and-conquer, Classifier combination, Multiple classifier systems, Classifier fusion
20	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
20	Susana Mata, Cristina Conde, Araceli Sánchez, Enrique Cabello	Influence of Location over Several Classifiers in 2D and 3D Face Verification.	Advanced Studies in Biometrics	2003	DBLP DOI BibTeX RDF
20	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
20	Derek R. Magee	A Sequential Scheduling Approach to Combining Multiple Object Classifiers Using Cross-Entropy.	Multiple Classifier Systems	2003	DBLP DOI BibTeX RDF
20	Konstantinos Sirlantzis, Sanaul Hoque, Michael C. Fairhurst	Input Space Transformations for Multi-classifier Systems Based on n-tuple Classifiers with Application to Handwriting Recognition.	Multiple Classifier Systems	2003	DBLP DOI BibTeX RDF
20	Rainer Lienhart, Alexander Kuranov, Vadim Pisarevsky	Empirical Analysis of Detection Cascades of Boosted Classifiers for Rapid Object Detection.	DAGM-Symposium	2003	DBLP DOI BibTeX RDF
20	Bin Shen, Xiaoyuan Su, Russell Greiner, Petr Musílek, Corrine Cheng	Discriminative Parameter Learning of General Bayesian Network Classifiers.	ICTAI	2003	DBLP DOI BibTeX RDF
20	Ying Yang 0001, Geoffrey I. Webb	Weighted Proportional k-Interval Discretization for Naive-Bayes Classifiers.	PAKDD	2003	DBLP DOI BibTeX RDF
20	Hee-Joong Kang, David S. Doermann	Combining Multiple Classifiers based on Third-Order Dependency.	ICDAR	2003	DBLP DOI BibTeX RDF
20	Fabio Roli, Giorgio Fumera	Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers.	Multiple Classifier Systems	2002	DBLP DOI BibTeX RDF
20	Ashutosh Garg, Vladimir Pavlovic 0001, Thomas S. Huang	Bayesian Networks as Ensemble of Classifiers.	ICPR (2)	2002	DBLP DOI BibTeX RDF
20	Bernt Schiele	How Many Classifiers Do I Need?	ICPR (2)	2002	DBLP DOI BibTeX RDF
20	Florin Baboescu, George Varghese	Fast and Scalable Conflict Detection for Packet Classifiers.	ICNP	2002	DBLP DOI BibTeX RDF
20	Charles X. Ling, Huajie Zhang	Toward Bayesian Classifiers with Accurate Probabilities.	PAKDD	2002	DBLP DOI BibTeX RDF
20	William W. Hsu, Ching-Chi Hsu	GEC: An Evolutionary Approach for Evolving Classifiers.	PAKDD	2002	DBLP DOI BibTeX RDF
20	Konstantinos Sirlantzis, Sanaul Hoque, Michael C. Fairhurst, Ahmad Fuad Rezaur Rahman	Fusion of n-Tuple Based Classifiers for High Performance Handwritten Character Recognition.	SSPR/SPR	2002	DBLP DOI BibTeX RDF
20	Ming-Hsuan Yang 0001, Dan Roth, Narendra Ahuja	Face detection using large margin classifiers.	ICIP (2)	2001	DBLP DOI BibTeX RDF
20	Itsuo Kumazawa	Shape Matching and Extraction by an Array of Figure-and-Ground Classifiers.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
20	Laurent Mascarilla, Carl Frélicot	Another Look at Combining Rejection-Based Pattern Classifiers.	ICPR	2000	DBLP DOI BibTeX RDF
20	Robert P. W. Duin	Classifiers in Almost Empty Spaces.	ICPR	2000	DBLP DOI BibTeX RDF
20	Bart Baesens, Stijn Viaene, Tony Van Gestel, Johan A. K. Suykens, Guido Dedene, Bart De Moor, Jan Vanthienen	An empirical assessment of kernel type performance for least squares support vector machine classifiers.	KES	2000	DBLP DOI BibTeX RDF
20	Francesco Tortorella	An Optimal Reject Rule for Binary Classifiers.	SSPR/SPR	2000	DBLP DOI BibTeX RDF
20	Seppo Puuronen, Vagan Y. Terziyan, Alexey Tsymbal	A Dynamic Integration Algorithm for an Ensemble of Classifiers.	ISMIS	1999	DBLP DOI BibTeX RDF
20	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
17	Dimitrios A. Karras	On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background.	ICDM	2009	DBLP DOI BibTeX RDF	neural classifiers, 2D-FFT, similarity, face detection, eigenanalysis
17	Suman Saha 0003, C. A. Murthy, Sankar K. Pal	Rough Ensemble Classifier: A Comparative Study.	WILF	2009	DBLP DOI BibTeX RDF	Redundant classifiers, Base-level classifier, Classification, Rough set, Meta data, Ensemble classifier, Combination method
17	Jirí Grim, Jan Hora	Recognition of Properties by Probabilistic Neural Networks.	ICANN (2)	2009	DBLP DOI BibTeX RDF	Non-exclusive classes, One-class classifiers, Biological compatibility, Probabilistic neural networks
17	Maciej Piasecki, Stan Szpakowicz, Michal Marcinczuk, Bartosz Broda	Classification-Based Filtering of Semantic Relatedness in Hypernymy Extraction.	GoTAL	2008	DBLP DOI BibTeX RDF	lexical-semantic relations, measures of semantic relatedness, wordnet construction, Polish WordNet, hypernymy extraction, Rank Weight Function, filtering, classifiers, supervised Machine Learning, nouns
17	Mingming Fan 0001, Liang Zhang, Yuanchun Shi	Hand's 3D movement detection with one handheld camera.	VRST	2008	DBLP DOI BibTeX RDF	3D movement, handheld camera, virtual interaction, classifiers, features points
17	Lech Polkowski	On the Idea of Using Granular Rough Mereological Structures in Classification of Data.	RSKT	2008	DBLP DOI BibTeX RDF	granular classifiers, rough sets, rough inclusions, granulation of knowledge
17	Márjory C. C. Abreu, Michael C. Fairhurst	An Empirical Comparison of Individual Machine Learning Techniques in Signature and Fingerprint Classification.	BIOID	2008	DBLP DOI BibTeX RDF	fingerprints, signature, Classifiers
17	Satoru Nishimura, Masahiro Terabe, Kazuo Hashimoto, Koichiro Mihara	Learning Higher Accuracy Decision Trees from Concept Drifting Data Streams.	IEA/AIE	2008	DBLP DOI BibTeX RDF	CVFDT, decision tree, data stream, concept drift, naive-Bayes classifiers
17	Paolo Simeone, David M. J. Tax, Robert P. W. Duin, Francesco Tortorella	A Fast Approach to Improve Classification Performance of ECOC Classification Systems.	SSPR/SPR	2008	DBLP DOI BibTeX RDF	multiple classifiers systems, k-NN, ECOC
17	Claudio Marrocco, Maria Teresa Ricamato, Francesco Tortorella	Exploring Margin Maximization for Biometric Score Fusion.	SSPR/SPR	2008	DBLP DOI BibTeX RDF	linear programming, multiple classifiers systems, margins, multibiometrics
17	Nawei Chen, Dorothea Blostein	A survey of document image classification: problem statement, classifier architecture and performance evaluation.	Int. J. Document Anal. Recognit.	2007	DBLP DOI BibTeX RDF	Document image classification, Document classifiers, Document features, Learning mechanisms, Performance evaluation, Document classification, Feature representations, Document categorization, Classification algorithms, Class models
17	Chinmay Maiti, Somnath Pal	Efficient Multi-method Rule Learning for Pattern Classification Machine Learning and Data Mining.	PReMI	2007	DBLP DOI BibTeX RDF	Machine learning, Classification, Discretization, Missing values, Multiple Classifiers
17	Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.	A New Dynamic Ensemble Selection Method for Numeral Recognition.	MCS	2007	DBLP DOI BibTeX RDF	Fusion Function, Ensemble of Learning Machines, Pattern Recognition, Diversity, Majority Voting, Combining Classifiers, Confusion Matrix
17	Ángela Blanco, Manuel Martín-Merino	Boosting Support Vector Machines Using Multiple Dissimilarities.	KES (1)	2007	DBLP DOI BibTeX RDF	Dissimilarity Based Classifiers, Machine Learning, Support Vector Machines, DNA Microarrays, Gene Expression Data Analysis
17	Mihir Sewak, Priyanka Vaidya, Chien-Chung Chan	SVM Approach to Breast Cancer Classification.	IMSCCS	2007	DBLP DOI BibTeX RDF	Machine Learning, Support Vector Machines, Classifiers, Ensemble, Breast Cancer