Search results for "ensemble classifiers"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Paulo Fernandes, Lucelene Lopes, Duncan Dubugras A. Ruiz	The impact of random samples in ensemble classifiers.	SAC	2010	DBLP DOI BibTeX RDF	accuracy comparison, machine learning, boosting, random samples, bagging, ensemble classifiers
3	Yusuke Nojima, Hisao Ishibuchi	Effects of Diversity Measures on the Design of Ensemble Classifiers by Multiobjective Genetic Fuzzy Rule Selection with a Multi-classifier Coding Scheme.	HAIS	2008	DBLP DOI BibTeX RDF	Ensemble Classifiers, Genetic Fuzzy Systems, Diversity Measures
2	Ryan J. Prenger, Tracy D. Lemmond, Kush R. Varshney, Barry Y. Chen, William G. Hanley	Class-specific error bounds for ensemble classifiers.	KDD	2010	DBLP DOI BibTeX RDF	cost-specific, classifiers, ensemble
2	Chun-Xia Zhang, Jiang-She Zhang	A novel method for constructing ensemble classifiers.	Statistics and Computing	2009	DBLP DOI BibTeX RDF	Kappa-error diagram, Principal component analysis, Bootstrap, Adaboost, Bagging, Random forest, Ensemble classifier
2	Jin Zhou, Yuqi Pan, Yuehui Chen, Yang Liu	Ensemble Classifiers Based on Kernel PCA for Cancer Data Classification.	ICIC	2009	DBLP DOI BibTeX RDF	Cancer data classification, Support vector machine, Kernel principal component analysis, Ensemble classifier, Binary particle swarm optimization
2	Joanna Jedrzejowicz, Piotr Jedrzejowicz	A Family of GEP-Induced Ensemble Classifiers.	ICCCI	2009	DBLP DOI BibTeX RDF	classification, Gene expression programming
2	Rakkrit Duangsoithong, Terry Windeatt	Relevance and Redundancy Analysis for Ensemble Classifiers.	MLDM	2009	DBLP DOI BibTeX RDF	Redundant feature, Irrelevant feature, Feature selection, Ensemble classification
2	Marek Reformat, Ronald R. Yager	Building ensemble classifiers using belief functions and OWA operators.	Soft Comput.	2008	DBLP DOI BibTeX RDF	Ensemble systems, Dempster-Shafer evidence theory, Belief functions, Ordered weighted averaging operator, Rule-based models
2	Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin	Data Reduction and Ensemble Classifiers in Intrusion Detection.	Asia International Conference on Modelling and Simulation	2008	DBLP DOI BibTeX RDF	ANFIS and LGP, intrusion detection, ensemble
2	Patrice Lefaucheur, Richard Nock	Robust Multiclass Ensemble Classifiers via Symmetric Functions.	ICPR	2006	DBLP DOI BibTeX RDF	Symmetric functions, Ensemble classifiers
2	Yusuke Nojima, Hisao Ishibuchi	Designing Fuzzy Ensemble Classifiers by Evolutionary Multiobjective Optimization with an Entropy-Based Diversity Criterion.	HIS	2006	DBLP DOI BibTeX RDF
2	Hisao Ishibuchi, Yusuke Nojima	Performance Evaluation of Evolutionary Multiobjective Approaches to the Design of Fuzzy Rule-Based Ensemble Classifiers.	HIS	2005	DBLP DOI BibTeX RDF
2	J. Ko, E. Kim	On ECOC as Binary Ensemble Classifiers.	MLDM	2005	DBLP DOI BibTeX RDF
2	Haixun Wang, Wei Fan, Philip S. Yu, Jiawei Han	Mining concept-drifting data streams using ensemble classifiers.	KDD	2003	DBLP DOI BibTeX RDF	data streams, classifier, concept drift, classifier ensemble
1	Jan Kodovský, Jessica J. Fridrich, Vojtech Holub	Ensemble Classifiers for Steganalysis of Digital Media.	IEEE Transactions on Information Forensics and Security	2012	DBLP DOI BibTeX RDF
1	Oliver Kramer, Olaf Wilken, Petra Beenken, Andreas Hein, Andreas Hüwel, Thole Klingenberg, C. Meinecke, T. Raabe, Michael Sonnenschein	On Ensemble Classifiers for Nonintrusive Appliance Load Monitoring.	HAIS	2012	DBLP DOI BibTeX RDF
1	Koen W. De Bock, Dirk Van den Poel	An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Joanna Jedrzejowicz, Piotr Jedrzejowicz	Experimental evaluation of two new GEP-based ensemble classifiers.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Huiwei Zhou, Xiaoyan Li, Degen Huang, Yuansheng Yang, Fuji Ren	Voting-Based Ensemble Classifiers to Detect Hedges and Their Scopes in Biomedical Texts.	IEICE Transactions	2011	DBLP BibTeX RDF
1	Yu-Quan Zhu, Ji-Shun Ou, Geng Chen, Hai-Ping Yu	Dynamic weighting ensemble classifiers based on cross-validation.	Neural Computing and Applications	2011	DBLP DOI BibTeX RDF
1	Rakkrit Duangsoithong, Terry Windeatt	Hybrid Correlation and Causal Feature Selection for Ensemble Classifiers.	Ensembles in Machine Learning Applications	2011	DBLP DOI BibTeX RDF
1	Joanna Jedrzejowicz, Piotr Jedrzejowicz	Constructing Ensemble Classifiers from GEP-Induced Expression Trees.	Next Generation Data Technologies for Collective Computational Intelligence	2011	DBLP DOI BibTeX RDF
1	Chien-Hsing Chen, Chung-Chian Hsu	Comparison of Ensemble Classifiers in Extracting Synonymous Chinese Transliteration Pairs from Web.	ICSI	2011	DBLP DOI BibTeX RDF
1	Jonathan Cheung-Wai Chan, Pieter Beckers, Frank Canters, Toon Spanhove, Jeroen Vanden Borre, Desiré Paelinckx	Mapping natura 2000 heathland in Belgium - an evaluation of ensemble classifiers for spaceborne angular CHRIS/Proba imagery.	IGARSS	2011	DBLP DOI BibTeX RDF
1	Luke Bjerring, Eibe Frank	Beyond Trees: Adopting MITI to Learn Rules and Ensemble Classifiers for Multi-Instance Data.	Australasian Conference on Artificial Intelligence	2011	DBLP DOI BibTeX RDF
1	Chien-Yuan Chiu, Brijesh Verma	An Evolutionary Algorithm Based Optimization of Neural Ensemble Classifiers.	ICONIP	2011	DBLP DOI BibTeX RDF
1	Ioannis Katakis, Grigorios Tsoumakas, Ioannis P. Vlahavas	Tracking recurring contexts using ensemble classifiers: an application to email filtering.	Knowl. Inf. Syst.	2010	DBLP DOI BibTeX RDF
1	Chun-Xia Zhang, Jiang-She Zhang	A variant of Rotation Forest for constructing ensemble classifiers.	Pattern Anal. Appl.	2010	DBLP DOI BibTeX RDF
1	Catrin O. Plumpton, Ludmila I. Kuncheva, David E. J. Linden, Stephen J. Johnston	On-Line fMRI Data Classification Using Linear and Ensemble Classifiers.	ICPR	2010	DBLP DOI BibTeX RDF
1	Joanna Jedrzejowicz, Piotr Jedrzejowicz	Constructing Ensemble Classifiers from Expression Trees.	3PGCIC	2010	DBLP DOI BibTeX RDF
1	Joanna Jedrzejowicz, Piotr Jedrzejowicz	Two Ensemble Classifiers Constructed from GEP-Induced Expression Trees.	KES-AMSTA	2010	DBLP DOI BibTeX RDF
1	Rakkrit Duangsoithong, Terry Windeatt	Bootstrap Feature Selection for Ensemble Classifiers.	ICDM	2010	DBLP DOI BibTeX RDF
1	Yaxin Bi, Shengli Wu	Measuring Impact of Diversity of Classifiers on the Accuracy of Evidential Ensemble Classifiers.	IPMU	2010	DBLP DOI BibTeX RDF
1	Rakkrit Duangsoithong, Terry Windeatt	Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers.	ANNPR	2010	DBLP DOI BibTeX RDF
1	Shijin Wang, Avin Mathew, Yan Chen, Lifeng Xi, Lin Ma, Jay Lee	Empirical analysis of support vector machine ensemble classifiers.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Alon Schclar, Lior Rokach	Random Projection Ensemble Classifiers.	ICEIS	2009	DBLP DOI BibTeX RDF	Classification, Pattern recognition, Ensemble methods, Random projections
1	Jin Zhou, Yongzheng Lin, Yuehui Chen	Ensemble Classifiers based on Kernel ICA for Cancer Data Classification.	BMEI	2009	DBLP DOI BibTeX RDF
1	Wei Qu, Yang Zhang, Junping Zhu, Yong Wang	Mining Multi-label Concept-Drifting Streams Using Ensemble Classifiers.	FSKD	2009	DBLP DOI BibTeX RDF
1	Gonzalo Ramos-Jiménez, José del Campo-Ávila, Rafael Morales Bueno	Hybridizing Ensemble Classifiers with Individual Classifiers.	ISDA	2009	DBLP DOI BibTeX RDF
1	Deepak S. Turaga, Rong Yan	Resource-adaptive semantic concept detection using ensemble classifiers.	ICME	2009	DBLP DOI BibTeX RDF
1	Ioannis Atsonios	Phoneme Recognition Using Sparse Random Projections and Ensemble Classifiers.	NOLISP	2009	DBLP DOI BibTeX RDF
1	Xiaoyan Mu, Jiangfeng Lu, Paul Watta, Mohamad H. Hassoun	Weighted voting-based ensemble classifiers with application to human face recognition and voice recognition.	IJCNN	2009	DBLP DOI BibTeX RDF
1	Justin Talbot, Bongshin Lee, Ashish Kapoor, Desney S. Tan	EnsembleMatrix: interactive visualization to support machine learning with multiple classifiers.	CHI	2009	DBLP DOI BibTeX RDF	caltech-101, interactive machine learning, visualization, object recognition, ensemble classifiers
1	Dengyuan Wu, Ying Liu, Ge Gao, Zhendong Mao, Weishan Ma, Tao He	An adaptive ensemble classifier for concept drifting stream.	CIDM	2009	DBLP DOI BibTeX RDF
1	Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez	Statistical Instance-Based Pruning in Ensembles of Independent Classifiers.	IEEE Trans. Pattern Anal. Mach. Intell.	2009	DBLP DOI BibTeX RDF
1	Zhiyong Lin, Zhifeng Hao, Xiaowei Yang, Xiaolan Liu	Several SVM Ensemble Methods Integrated with Under-Sampling for Imbalanced Data Learning.	ADMA	2009	DBLP DOI BibTeX RDF	Imbalanced data learning, Under-sampling, SVM, Ensemble
1	Quan Zou, Maozu Guo, Chun-yu Wang, Yingpeng Han, Wenbin Li	Novel H/ACA Box snoRNA Mining and Secondary Structure Prediction Algorithms.	RSKT	2009	DBLP DOI BibTeX RDF	H/ACA box snoRNA, gene mining, MFE (Minimum Free Energy), bioinformatics, Ensemble learning
1	Kyung-Joong Kim, Sung-Bae Cho	An Evolutionary Algorithm Approach to Optimal Ensemble Classifiers for DNA Microarray Data Analysis.	IEEE Trans. Evolutionary Computation	2008	DBLP DOI BibTeX RDF
1	Wei Li, Yuehui Chen, Yaou Zhao	Multi-layer Ensemble Classifiers on Protein Secondary Structure Prediction.	ICIC	2008	DBLP DOI BibTeX RDF	PSSM, Protein secondary structure prediction, Ensemble classification
1	Jonathan Cheung-Wai Chan, Luca Demarchi, Tim Van de Voorde, Frank Canters	Binary Classification Strategies for Mapping Urban Land Cover with Ensemble Classifiers.	IGARSS	2008	DBLP DOI BibTeX RDF
1	Maciej A. Mazurowski, Jacek M. Zurada, Georgia D. Tourassi	Reliability Assessment of Ensemble Classifiers: Application in Mammography.	Digital Mammography / IWDM	2008	DBLP DOI BibTeX RDF
1	Yang Liu, Jin Zhou, Yuehui Chen	Ensemble Classification for Cancer Data.	BMEI	2008	DBLP DOI BibTeX RDF	Cancer data classification, Support Vector Machine, Similar Degree, Binary Particle Swarm Optimization
1	Min Fang	A Novel Multiple Classifiers Integration Algorithm with Pruning Function.	FSKD	2008	DBLP DOI BibTeX RDF
1	Yang Liu, Yanwei Zheng, Yuehui Chen	Ensemble classification based on correlation analysis for face recognition.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Jianxin Wu, S. Charles Brubaker, Matthew D. Mullin, James M. Rehg	Fast Asymmetric Learning for Cascade Face Detection.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF	feature selection, face detection, asymmetry, cascade classifier
1	Jianping Fan, Yuli Gao, Hangzai Luo	Integrating Concept Ontology and Multitask Learning to Achieve More Effective Classifier Training for Multilevel Image Annotation.	IEEE Transactions on Image Processing	2008	DBLP DOI BibTeX RDF
1	Michael Grabner, Christopher Zach, Horst Bischof	Efficient Tracking as Linear Program on Weak Binary Classifiers.	DAGM-Symposium	2008	DBLP DOI BibTeX RDF
1	Joanna Jedrzejowicz, Piotr Jedrzejowicz	GEP-Induced Expression Trees as Weak Classifiers.	ICDM	2008	DBLP DOI BibTeX RDF	classification, ensemble methods, gene expression programming
1	Pallavi Tiwari, Mark Rosen, Anant Madabhushi	Consensus-Locally Linear Embedding (C-LLE): Application to Prostate Cancer Detection on Magnetic Resonance Spectroscopy.	MICCAI	2008	DBLP DOI BibTeX RDF
1	Bin Ma, Haizhou Li, Rong Tong	Spoken Language Recognition Using Ensemble Classifiers.	IEEE Transactions on Audio, Speech & Language Processing	2007	DBLP DOI BibTeX RDF
1	Russell Thomason, Terence Soule	Novel ways of improving cooperation and performance in ensemble classifiers.	GECCO	2007	DBLP DOI BibTeX RDF	performance analysis, genetic programming
1	Sasthakumar Ramamurthy, Raj Bhatnagar	Tracking recurrent concept drift in streaming data using ensemble classifiers.	ICMLA	2007	DBLP DOI BibTeX RDF
1	Esteban Alfaro Cortés, Matías Gámez Martínez, Noelia García Rubio	A boosting approach for corporate failure prediction.	Appl. Intell.	2007	DBLP DOI BibTeX RDF	Corporate failure prediction, Boosting, Ensemble classifiers
1	Sungha Choi, Byungwoo Lee, Jihoon Yang	Ensembles of Region Based Classifiers.	CIT	2007	DBLP DOI BibTeX RDF
1	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
1	Peng Wang, Haixun Wang, Xiaochen Wu, Wei Wang 0009, Baile Shi	A Low-Granularity Classifier for Data Streams with Concept Drifts and Biased Class Distribution.	IEEE Trans. Knowl. Data Eng.	2007	DBLP DOI BibTeX RDF	Classification, association rule, data stream, concept drift
1	Robert D. Vincent, Joelle Pineau, Philip de Guzman, Massimo Avoli	Recurrent Boosting for Classification of Natural and Synthetic Time-Series Data.	Canadian Conference on AI	2007	DBLP DOI BibTeX RDF
1	Hisao Ishibuchi, Yusuke Nojima	Evolutionary multiobjective optimization for the design of fuzzy rule-based ensemble classifiers.	Int. J. Hybrid Intell. Syst.	2006	DBLP BibTeX RDF
1	Kyung-Joong Kim, Sung-Bae Cho	Ensemble classifiers based on correlation analysis for DNA microarray classification.	Neurocomputing	2006	DBLP DOI BibTeX RDF
1	Dalton Lunga, Tshilidzi Marwala	Time Series Analysis Using Fractal Theory and Online Ensemble Classifiers.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF
1	Nigar Sen Köktas, Nese Yalabik, Günes Yavuzer	Ensemble Classifiers for Medical Diagnosis of Knee Osteoarthritis Using Gait Data.	ICMLA	2006	DBLP DOI BibTeX RDF
1	Ralph Ewerth, Markus Mühling, Bernd Freisleben	Self-Supervised Learning of Face Appearances in TV Casts and Movies.	ISM	2006	DBLP DOI BibTeX RDF
1	Lorenza Saitta	Hypothesis Diversity in Ensemble Classification.	ISMIS	2006	DBLP DOI BibTeX RDF
1	Hisao Ishibuchi, Yusuke Nojima	Fuzzy Ensemble Design through Multi-Objective Fuzzy Rule Selection.	Multi-Objective Machine Learning	2006	DBLP DOI BibTeX RDF
1	Christos Dimitrakakis, Samy Bengio	Online adaptive policies for ensemble classifiers.	Neurocomputing	2005	DBLP DOI BibTeX RDF
1	Jin Huang, Charles X. Ling	Partial Ensemble Classifiers Selection for Better Ranking.	ICDM	2005	DBLP DOI BibTeX RDF
1	Carlotta Domeniconi, Bojun Yan	On Error Correlation and Accuracy of Nearest Neighbor Ensemble Classifiers.	SDM	2005	DBLP BibTeX RDF
1	Jan Macek	Incremental Learning of Ensemble Classifiers on ECG Data.	CBMS	2005	DBLP DOI BibTeX RDF
1	Kyung-Joong Kim, Sung-Bae Cho	DNA Gene Expression Classification with Ensemble Classifiers Optimized by Speciated Genetic Algorithm.	PReMI	2005	DBLP DOI BibTeX RDF
1	Tomasz Arodz	Margin-based Diversity Measures for Ensemble Classifiers.	CORES	2005	DBLP DOI BibTeX RDF
1	Dou Shen, Rong Pan, Jian-Tao Sun, Jeffrey Junfeng Pan, Kangheng Wu, Jie Yin, Qiang Yang	Q2C@UST: our winning solution to query classification in KDDCUP 2005.	SIGKDD Explorations	2005	DBLP DOI BibTeX RDF	KDDCUP 2005, synonym-based classifier, ensemble learning, query classification
1	Xuanfu Wu, Zhengxin Chen	Toward dynamic ensembles: the BAGA approach.	AICCSA	2005	DBLP DOI BibTeX RDF
1	Peng Wang, Haixun Wang, Xiaochen Wu, Wei Wang 0009, Baile Shi	On Reducing Classifier Granularity in Mining Concept-Drifting Data Streams.	ICDM	2005	DBLP DOI BibTeX RDF
1	Jesús Cerquides, Ramon López de Mántaras	Robust Bayesian Linear Classifier Ensembles.	ECML	2005	DBLP DOI BibTeX RDF
1	Christos Dimitrakakis, Samy Bengio	Online policy adaptation for ensemble classifiers.	ESANN	2004	DBLP BibTeX RDF
1	Ester Bernadó i Mansilla, Tin Kam Ho	On Classifier Domains of Competence.	ICPR	2004	DBLP DOI BibTeX RDF
1	Juggapong Natwichai, Xue Li	Knowledge Maintenance on Data Streams with Concept Drifting.	CIS	2004	DBLP DOI BibTeX RDF
1	Terry Windeatt	Vote counting measures for ensemble classifiers.	Pattern Recognition	2003	DBLP DOI BibTeX RDF
1	Xiang Cao, Ponnuthurai N. Suganthan	Video shot motion characterization based on hierarchical overlapped growing neural gas networks.	Multimedia Syst.	2003	DBLP DOI BibTeX RDF	Video sequence analysis, Camera motion characterization, Hierarchical structure, Ensemble classifiers, Multiple classifiers, Self-organizing neural networks, Overlapped clustering, Overlapping clusters, Growing neural gas
1	Hong-Hee Won, Sung-Bae Cho	Neural Network Ensemble with Negatively Correlated Features for Cancer Classification.	ICANN	2003	DBLP DOI BibTeX RDF
1	Nikunj C. Oza, Kagan Tumer, Irem Y. Tumer, Edward M. Huff	Classification of Aircraft Maneuvers for Fault Detection.	Multiple Classifier Systems	2003	DBLP DOI BibTeX RDF
1	Andreas L. Prodromidis, Salvatore J. Stolfo	Cost Complexity-Based Pruning of Ensemble Classifiers.	Knowl. Inf. Syst.	2001	DBLP DOI BibTeX RDF	Classifier evaluation, Credit card fraud detection, Pruning, Distributed data mining, Meta-learning, Ensembles of classifiers
1	Thomas Martini Jørgensen, Christian Linneberg	Feature Weighted Ensemble Classifiers - A Modified Decision Scheme.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
1	Terry Windeatt, Gholamreza Ardeshir	An Empirical Comparison of Pruning Methods for Ensemble Classifiers.	IDA	2001	DBLP DOI BibTeX RDF
1	Nitin Indurkhya, Sholom M. Weiss	Solving regression problems with rule-based ensemble classifiers.	KDD	2001	DBLP DOI BibTeX RDF
1	Carey E. Priebe	Olfactory Classification via Interpoint Distance Analysis.	IEEE Trans. Pattern Anal. Mach. Intell.	2001	DBLP DOI BibTeX RDF	interpoint distance, rank statistic, subsample statistic, functional data, artificial nose, analytical chemistry, nearest-neighbor, combining classifiers, Ensemble classifiers, electronic nose, nonparametric, chemometrics
1	Virginia Wheway	Using Boosting to Detect Noisy Data.	PRICAI Workshops	2000	DBLP DOI BibTeX RDF
1	Jesper Østergaard Olsen	Speaker verification with ensemble classifiers based on linear speech transforms.	ICSLP	1998	DBLP BibTeX RDF
1	Kagan Tumer, Joydeep Ghosh	Error Correlation and Error Reduction in Ensemble Classifiers.	Connect. Sci.	1996	DBLP DOI BibTeX RDF