Search results for "Bagging"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
10	Pierre Besson, Neda Bernasconi, Olivier Colliot, Alan C. Evans, Andrea Bernasconi	Surface-Based Texture and Morphological Analysis Detects Subtle Cortical Dysplasia.	MICCAI (1)	2008	DBLP DOI BibTeX RDF
10	Pallavi Tiwari, Mark Rosen, Anant Madabhushi	Consensus-Locally Linear Embedding (C-LLE): Application to Prostate Cancer Detection on Magnetic Resonance Spectroscopy.	MICCAI (2)	2008	DBLP DOI BibTeX RDF
10	Mithun Nagendra Prasad, Arcot Sowmya	Multi-level Classification of Emphysema in HRCT Lung Images Using Delegated Classifiers.	MICCAI (1)	2008	DBLP DOI BibTeX RDF	emphysema, delegated classifiers, texture, CT
10	Sérgio Pinheiro dos Santos, José Alfredo F. Costa	Application of multiple decision trees for condition monitoring in induction motors.	IJCNN	2008	DBLP DOI BibTeX RDF
10	Krzysztof Siwek, Stanislaw Osowski, Konrad Garanty, Mieczyslaw Sowinski	Ensemble of neural predictors for forecasting the atmospheric pollution.	IJCNN	2008	DBLP DOI BibTeX RDF
10	Yuan Cao, Haibo He	Learning from testing data: A new view of incremental semi-supervised learning.	IJCNN	2008	DBLP DOI BibTeX RDF
10	Wei Li 0035, Yannan Zhao, Yixu Song, Zehong Yang	COX-2 activity prediction in Chinese medicine using neural network based ensemble learning methods.	IJCNN	2008	DBLP DOI BibTeX RDF
10	Muazzam Siddiqui, Morgan C. Wang, Joohan Lee	Detecting Trojans Using Data Mining Techniques.	IMTIC	2008	DBLP DOI BibTeX RDF	Trojan Detection, Data Mining, Support Vector Machines, Principal Component Analysis, Random Forest, Disassembly
10	Ludmila I. Kuncheva, Juan José Rodríguez	Classifier Ensembles with a Random Linear Oracle.	IEEE Trans. Knowl. Data Eng.	2007	DBLP DOI BibTeX RDF	fusion and selection, random hyperplane, multivariate (oblique) decision trees, Classifier ensembles
10	Jerzy Stefanowski	On Combined Classifiers, Rule Induction and Rough Sets.	Trans. Rough Sets	2007	DBLP DOI BibTeX RDF
10	Keith Marsolo, Michael D. Twa, Mark Bullimore, Srinivasan Parthasarathy 0001	Spatial Modeling and Classification of Corneal Shape.	IEEE Trans. Inf. Technol. Biomed.	2007	DBLP DOI BibTeX RDF
10	Ángela Blanco, Alba María Ricket, Manuel Martín-Merino	Combining SVM Classifiers for Email Anti-spam Filtering.	IWANN	2007	DBLP DOI BibTeX RDF
10	Kushan Ahmadian, Abbas Golestani, Morteza Analoui, Mohammad R. Jahed	Evolving Ensemble of Classifiers In Low-Dimensional Spaces Using Multi-Objective Evolutionary Approach.	ACIS-ICIS	2007	DBLP DOI BibTeX RDF
10	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
10	Anita Prinzie, Dirk Van den Poel	Random Multiclass Classification: Generalizing Random Forests to Random MNL and Random NB.	DEXA	2007	DBLP DOI BibTeX RDF
10	Yu Gu 0007, Jiashu Zhao, Dong Liang, Zongben Xu	Immunity diversity based multi-agent intrusion detection.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
10	Sungha Choi, Byungwoo Lee, Jihoon Yang	Ensembles of Region Based Classifiers.	CIT	2007	DBLP DOI BibTeX RDF
10	Hubert Cecotti, Abdel Belaïd	Hierarchical Behavior Knowledge Space.	MCS	2007	DBLP DOI BibTeX RDF
10	Mineichi Kudo, Satoshi Shirai, Hiroshi Tenmoto	A Combination of Sample Subsets and Feature Subsets in One-Against-Other Classifiers.	MCS	2007	DBLP DOI BibTeX RDF
10	Daniel Kanevskiy, Konstantin V. Vorontsov	Cooperative Coevolutionary Ensemble Learning.	MCS	2007	DBLP DOI BibTeX RDF
10	Ludmila I. Kuncheva, Juan José Rodríguez	An Experimental Study on Rotation Forest Ensembles.	MCS	2007	DBLP DOI BibTeX RDF	Rotation Forest, Pattern recognition, Feature extraction, Classifier ensembles
10	Jón Atli Benediktsson, Jocelyn Chanussot, Mathieu Fauvel	Multiple Classifier Systems in Remote Sensing: From Basics to Recent Developments.	MCS	2007	DBLP DOI BibTeX RDF
10	Juan José Rodríguez, Ludmila I. Kuncheva	Naïve Bayes Ensembles with a Random Oracle.	MCS	2007	DBLP DOI BibTeX RDF
10	Huawei Chen, Huahong Chen, Xiaoling Nian, Pei-Pei Liu	Ensembling Extreme Learning Machines.	ISNN (1)	2007	DBLP DOI BibTeX RDF
10	Jian Lin, Bangzhu Zhu	A Novel Neural Network Ensemble System for Economic Forecasting.	ICIC (3)	2007	DBLP DOI BibTeX RDF
10	Erika Amaro-Camargo, Carlos A. Reyes García	Applying Statistical Vectors of Acoustic Characteristics for the Automatic Classification of Infant Cry.	ICIC (1)	2007	DBLP DOI BibTeX RDF	Baby Cry, Statistic Parameters, Classification, Ensembles, Data Reduction
10	Lean Yu, Kin Keung Lai, Shouyang Wang	An Evolutionary Programming Based SVM Ensemble Model for Corporate Failure Prediction.	ICANNGA (2)	2007	DBLP DOI BibTeX RDF
10	Jaume Bacardit, Natalio Krasnogor	Empirical Evaluation of Ensemble Techniques for a Pittsburgh Learning Classifier System.	IWLCS	2007	DBLP DOI BibTeX RDF
10	Boyun Zhang, Jianping Yin, Jingbo Hao	Intelligent Detection Computer Viruses Based on Multiple Classifiers.	UIC	2007	DBLP DOI BibTeX RDF
10	Eleonora Ma. Jesus Oliveira, Paulemir G. Campos, Teresa Bernarda Ludermir, Francisco de A. T. de Carvalho, Wilson Rosa de Oliveira	Application of a Hybrid Classifier to the Recognition of Petrochemical Odors.	HIS	2007	DBLP DOI BibTeX RDF
10	Elio Canestrelli, P. Canestrelli, Marco Corazza, Maurizio Filippone, Silvio Giove, Francesco Masulli	Local Learning of Tide Level Time Series using a Fuzzy Approach.	IJCNN	2007	DBLP DOI BibTeX RDF
10	Jörg D. Wichard	Agnostic Learning with Ensembles of Classifiers.	IJCNN	2007	DBLP DOI BibTeX RDF
10	Kenneth Dwyer, Robert Holte	Decision Tree Instability and Active Learning.	ECML	2007	DBLP DOI BibTeX RDF	evaluation of learning methods, active learning, ensemble methods, Decision tree learning
10	Dragi Kocev, Celine Vens, Jan Struyf, Saso Dzeroski	Ensembles of Multi-Objective Decision Trees.	ECML	2007	DBLP DOI BibTeX RDF
10	Daria Sorokina, Rich Caruana, Mirek Riedewald	Additive Groves of Regression Trees.	ECML	2007	DBLP DOI BibTeX RDF
10	Cuiru Wang, Hejin Yuan, Jun Liu, Tao Zhou 0009, Huiling Lu	A Novel Support Vector Machine Ensemble Based on Subtractive Clustering Analysis.	PAKDD	2007	DBLP DOI BibTeX RDF
10	Jian Lin, Bangzhu Zhu	A Novel Kernel Clustering Algorithm Based Selective Neural Network Ensemble Model for Economic Forecasting.	ISICA	2007	DBLP DOI BibTeX RDF
10	Simon Bernard 0001, Sébastien Adam, Laurent Heutte	Using Random Forests for Handwritten Digit Recognition.	ICDAR	2007	DBLP DOI BibTeX RDF
10	Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano	GP ensembles for large-scale data classification.	IEEE Trans. Evol. Comput.	2006	DBLP DOI BibTeX RDF
10	Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta	Orthogonal Decision Trees.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	Orthogonal decision trees, redundancy free trees, Fourier transform, principle component analysis
10	Luiz S. Oliveira, Marisa E. Morita, Robert Sabourin	Feature selection for ensembles applied to handwriting recognition.	Int. J. Document Anal. Recognit.	2006	DBLP DOI BibTeX RDF	Genetic algorithms, Feature selection, Multi-objective optimization, Handwriting recognition, Ensemble of classifiers
10	Muhammad Atif Tahir, Ahmed Bouridane	Novel Round-Robin Tabu Search Algorithm for Prostate Cancer Classification and Diagnosis Using Multispectral Imagery.	IEEE Trans. Inf. Technol. Biomed.	2006	DBLP DOI BibTeX RDF
10	Luiz S. Oliveira, Marisa E. Morita, Robert Sabourin	Feature Selection for Ensembles Using the Multi-Objective Optimization Approach.	Multi-Objective Machine Learning	2006	DBLP DOI BibTeX RDF
10	Yan Zhang, Xingquan Zhu 0001, Xindong Wu 0001	Corrective Classification: Classifier Ensembling with Corrective and Diverse Base Learners.	ICDM	2006	DBLP DOI BibTeX RDF
10	Yang Gao 0001, Lei Wu, Joshua Zhexue Huang	Ensemble Learning Classifier System and Compact Ruleset.	SEAL	2006	DBLP DOI BibTeX RDF
10	Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga	Local Negative Correlation with Resampling.	IDEAL	2006	DBLP DOI BibTeX RDF
10	Prasertsak Pungprasertying, Ratthachat Chatpatanasiri, Boonserm Kijsirikul	Migration Analysis: An Alternative Approach for Analyzing Learning Performance.	ICPR (2)	2006	DBLP DOI BibTeX RDF
10	Hsien-Ting Cheng, Chu-Song Chen	A Complementary Ordering Method for Class Imbalanced Problem.	ICPR (3)	2006	DBLP DOI BibTeX RDF
10	Kin Keung Lai, Lean Yu, Wei Huang 0006, Shouyang Wang	A Novel Support Vector Machine Metamodel for Business Risk Identification.	PRICAI	2006	DBLP DOI BibTeX RDF
10	Qinghua Hu, Xiaodong Li, Daren Yu	Analysis on Classification Performance of Rough Set Based Reducts.	PRICAI	2006	DBLP DOI BibTeX RDF
10	Benoit Chaperot, Colin Fyfe	Improving Artificial Intelligence In a Motocross Game.	CIG	2006	DBLP DOI BibTeX RDF
10	Huijuan Lu, Jinxiang Zhang, Lei Zhang	Tissue Classification Using Gene Expression Data and Artificial Neural Network Ensembles.	ICIC (3)	2006	DBLP DOI BibTeX RDF
10	Kin Keung Lai, Lean Yu, Shouyang Wang, Ligang Zhou	Neural Network Metalearning for Credit Scoring.	ICIC (1)	2006	DBLP DOI BibTeX RDF
10	Jian Lin, Bangzhu Zhu	Improved Principal Component Analysis and Neural Network Ensemble Based Economic Forecasting.	ICIC (1)	2006	DBLP DOI BibTeX RDF
10	Junghun Park, Hsiao-Rong Tyan, C.-C. Jay Kuo	Internet Traffic Classification for Scalable QOS Provision.	ICME	2006	DBLP DOI BibTeX RDF
10	Christian Bauckhage, Thomas Käster, John K. Tsotsos	Applying Ensembles of Multilinear Classifiers in the Frequency Domain.	CVPR (1)	2006	DBLP DOI BibTeX RDF
10	Sinjini Mitra, Marios Savvides	Using Feature Combination and Statistical Resampling for Accurate Face Recognition Based on Frequency Domain Representation of Facial Asymmetry.	FGR	2006	DBLP DOI BibTeX RDF
10	Ivor W. Tsang, András Kocsor, James T. Kwok	Diversified SVM Ensembles for Large Data Sets.	ECML	2006	DBLP DOI BibTeX RDF
10	Anant Madabhushi, Jianbo Shi, Michael D. Feldman, Mark Rosen, John Tomaszewski	Comparing Ensembles of Learners: Detecting Prostate Cancer from High Resolution MRI.	CVAMIA	2006	DBLP DOI BibTeX RDF
10	Gonzalo Martínez-Muñoz, Aitor Sánchez-Martínez, Daniel Hernández-Lobato, Alberto Suárez 0001	Building Ensembles of Neural Networks with Class-Switching.	ICANN (1)	2006	DBLP DOI BibTeX RDF
10	Fabrício Enembreck, Bráulio Coelho Ávila	Comparing Meta-learning Algorithms.	IBERAMIA-SBIA	2006	DBLP DOI BibTeX RDF
10	Chi-Hoon Lee, Russell Greiner, Shaojun Wang	Using query-specific variance estimates to combine Bayesian classifiers.	ICML	2006	DBLP DOI BibTeX RDF
10	Shirish S. Sane, Ashok A. Ghatol	Using Instance Typicality to Build Compact and Accurate Neural Network Classifiers.	ICDIM	2006	DBLP DOI BibTeX RDF
10	Yong Wang, Zhanhuai Li, Yang Zhang 0010, Longbo Zhang, Yun Jiang	Improving the Performance of Data Stream Classifiers by Mining Recurring Contexts.	ADMA	2006	DBLP DOI BibTeX RDF
10	Yiqing Tu, Gang Li 0009, Honghua Dai 0001	Integrating Local One-Class Classifiers for Image Retrieval.	ADMA	2006	DBLP DOI BibTeX RDF
10	Matthew Spencer, John McCullagh, Tim Whitfort	Clustering Data Manipulation Method for Ensembles.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF	Clustering, Ensemble, Data Manipulation
10	Yu-Chang Tzeng	Remote Sensing Images Classification/Data Fusion Using Distance Weighted Multiple Classifiers Systems.	PDCAT	2006	DBLP DOI BibTeX RDF
10	Jin Huang, Charles X. Ling	Dynamic Ensemble Re-Construction for Better Ranking.	PKDD	2005	DBLP DOI BibTeX RDF
10	Jerffeson Teixeira de Souza, Nathalie Japkowicz, Stan Matwin	STochFS: A Framework for Combining Feature Selection Outcomes Through a Stochastic Process.	PKDD	2005	DBLP DOI BibTeX RDF
10	Yi Zhang 0006, W. Nick Street, Samuel Burer	Sharing Classifiers among Ensembles from Related Problem Domains.	ICDM	2005	DBLP DOI BibTeX RDF
10	Jin Huang, Charles X. Ling	Partial Ensemble Classifiers Selection for Better Ranking.	ICDM	2005	DBLP DOI BibTeX RDF
10	C. Comas, Enric Monte-Moreno, Jordi Solé i Casals	A Robust Multiple Feature Approach to Endpoint Detection in Car Environment Based on Advanced Classifiers.	IWANN	2005	DBLP DOI BibTeX RDF
10	Shijun Wang, Zhonglin Lin, Changshui Zhang	Network Boosting for BCI Applications.	Discovery Science	2005	DBLP DOI BibTeX RDF
10	Jinyan Li 0001, Huiqing Liu, Ling Li	Diagnostic Rules Induced by an Ensemble Method for Childhood Leukemia.	BIBE	2005	DBLP DOI BibTeX RDF
10	Keith Marsolo, Srinivasan Parthasarathy 0001, Michael D. Twa, Mark Bullimore	Classification of Biomedical Data through Model-Based Spatial Averaging.	BIBE	2005	DBLP DOI BibTeX RDF
10	Haimonti Dutta, Hillol Kargupta, Anupam Joshi	Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices.	HiPC	2005	DBLP DOI BibTeX RDF
10	Petra Povalej, Mitja Lenic, Peter Kokol	Improving Ensembles with Classificational Cellular Automata.	IDEAL	2005	DBLP DOI BibTeX RDF
10	Lei Chen 0017, Mohamed S. Kamel	Design of Multiple Classifier Systems for Time Series Data.	Multiple Classifier Systems	2005	DBLP DOI BibTeX RDF
10	Masashi Nishiyama, Osamu Yamaguchi, Kazuhiro Fukui	Face Recognition with the Multiple Constrained Mutual Subspace Method.	AVBPA	2005	DBLP DOI BibTeX RDF
10	Jan Macek	Incremental Learning of Ensemble Classifiers on ECG Data.	CBMS	2005	DBLP DOI BibTeX RDF
10	Liang-Guo Zhang, Xilin Chen 0001, Chunli Wang, Wen Gao 0001	Hierarchical voting classification scheme for improving visual sign language recognition.	ACM Multimedia	2005	DBLP DOI BibTeX RDF	hierarchical voting classification, hidden Markov models, classifiers ensemble, sign language recognition
10	Gonzalo Ramos-Jiménez, José del Campo-Ávila, Rafael Morales Bueno	ML-CIDIM: Multiple Layers of Multiple Classifier Systems Based on CIDIM.	RSFDGrC (2)	2005	DBLP DOI BibTeX RDF
10	Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga	Self-poised Ensemble Learning.	IDA	2005	DBLP DOI BibTeX RDF
10	Fabricio A. Breve, Moacir P. Ponti Jr., Nelson D. A. Mascarenhas	Combining Methods to Stabilize and Increase Performance of Neural Network-Based Classifiers.	SIBGRAPI	2005	DBLP DOI BibTeX RDF
10	Jerzy Stefanowski, Slawomir Nowaczyk	On Using Rule Induction in Multiple Classifiers with a Combiner Aggregation Strategy.	ISDA	2005	DBLP DOI BibTeX RDF
10	Aki P. F. Chan, Wing W. Y. Ng, Daniel S. Yeung, Eric C. C. Tsang	Multiple Classifier System with Feature Grouping for Intrusion Detection: Mutual Information Approach.	KES (3)	2005	DBLP DOI BibTeX RDF
10	Mansoor Raza, Iqbal Gondal, David G. Green, Ross L. Coppel	Classifier Fusion to Predict Breast Cancer Tumors Based on Microarray Gene Expression Data.	KES (4)	2005	DBLP DOI BibTeX RDF
10	Björn W. Schuller, Brüning J. B. Schmitt, Dejan Arsic, Stephan Reiter, Manfred K. Lang, Gerhard Rigoll	Feature Selection and Stacking for Robust Discrimination of Speech, Monophonic Singing, and Polyphonic Music.	ICME	2005	DBLP DOI BibTeX RDF
10	Anelia Angelova, Yaser S. Abu-Mostafa, Pietro Perona	Pruning Training Sets for Learning of Object Categories.	CVPR (1)	2005	DBLP DOI BibTeX RDF
10	Naohiro Ishii, Eisuke Tsuchiya, Yongguang Bao, Nobuhiko Yamaguchi	Combining Classification Improvements by Ensemble Processing.	SERA	2005	DBLP DOI BibTeX RDF	Data Mining, Artificial Intelligence, Knowledge Discovery
10	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
10	Philipp Georg Wetzler, Rie Honda, Brian L. Enke, William J. Merline, Clark R. Chapman, Michael C. Burl	Learning to Detect Small Impact Craters.	WACV/MOTION	2005	DBLP DOI BibTeX RDF
10	Fei Tony Liu, Kai Ming Ting, Wei Fan 0001	Maximizing Tree Diversity by Building Complete-Random Decision Trees.	PAKDD	2005	DBLP DOI BibTeX RDF
10	Xuanfu Wu, Zhengxin Chen	Toward dynamic ensembles: the BAGA approach.	AICCSA	2005	DBLP DOI BibTeX RDF
10	Shude Zhou, Zengqi Sun	Using Ensemble Method to Improve the Performance of Genetic Algorithm.	CIS (1)	2005	DBLP DOI BibTeX RDF
10	Pierre Geurts, Louis Wehenkel	Closed-form dual perturb and combine for tree-based models.	ICML	2005	DBLP DOI BibTeX RDF
10	Gonzalo Ramos-Jiménez, José del Campo-Ávila, Rafael Morales Bueno	E-CIDIM: Ensemble of CIDIM Classifiers.	ADMA	2005	DBLP DOI BibTeX RDF
10	Yonghong Peng	Robust Ensemble Learning for Cancer Diagnosis Based on Microarray Data Classification.	ADMA	2005	DBLP DOI BibTeX RDF
10	Suyu Mei, Yue Liu, Gengfeng Wu, Bofeng Zhang	Rough reducts based SVM ensemble.	GrC	2005	DBLP DOI BibTeX RDF
10	Sunghwan Sohn, Cihan H. Dagli	Ensemble of Evolving Neural Networks in Classification.	Neural Process. Lett.	2004	DBLP DOI BibTeX RDF	genetic algorithms, data mining, neural networks, classification, combining classifiers