Search results for "Ensemble"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
31	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
31	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
31	Xiaohua Hu 0001, Xiaodan Zhang, Xiaohua Zhou	Integration of cluster ensemble and EM based text mining for microarray gene cluster identification and annotation.	CIKM	2006	DBLP DOI BibTeX RDF	gene cluster annotation, gene cluster identification, text mining, summarization, EM, cluster ensemble
31	Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.	Evolving ensemble of classifiers in random subspace.	GECCO	2006	DBLP DOI BibTeX RDF	ensemble of learning machines, fusion function, pattern recognition, diversity, majority voting, combining classifiers, confusion matrix
31	Xianghua Fu, Zhiqiang Wang, Boqin Feng	A Constructive Algorithm for Training Heterogeneous Neural Network Ensemble.	RSKT	2006	DBLP DOI BibTeX RDF	Neural network ensemble, constructive algorithm
31	Sung Woo Shin, Kun Chang Lee, Süleyman Bilgin Kiliç	Ensemble Prediction of Commercial Bank Failure Through Diversification of Input Features.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF	ensemble prediction, financial data mining, feature selection, bagging, stacked generalization, Bankruptcy prediction
31	Yang Gao 0001, Joshua Zhexue Huang, Hongqiang Rong, Daqian Gu	Learning classifier system ensemble for data mining.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	learning classifier system, ensemble
31	Prakash Reddy, Eamonn O'Brien-Strain, Jim Rowson	Securely Propagating Authentication in an Ensemble of Personal Devices Using Single Sign-on.	ESAS	2004	DBLP DOI BibTeX RDF	device ensemble, Security, Single sign on, Personal Area Network
31	Kristin P. Bennett, Ayhan Demiriz, Richard Maclin	Exploiting unlabeled data in ensemble methods.	KDD	2002	DBLP DOI BibTeX RDF	classification, semi-supervised learning, boosting, ensemble learning
31	W. Nick Street, YongSeog Kim	A streaming ensemble algorithm (SEA) for large-scale classification.	KDD	2001	DBLP DOI BibTeX RDF	streaming data, ensemble classification
30	Gonzalo Martínez-Muñoz, Daniel Hernández-Lobato, Alberto Suárez 0001	An Analysis of Ensemble Pruning Techniques Based on Ordered Aggregation.	IEEE Trans. Pattern Anal. Mach. Intell.	2009	DBLP DOI BibTeX RDF
30	Yu Tsao 0001, Chin-Hui Lee	An Ensemble Speaker and Speaking Environment Modeling Approach to Robust Speech Recognition.	IEEE Trans. Speech Audio Process.	2009	DBLP DOI BibTeX RDF
30	Shuo Wang 0005, Xin Yao 0001	Diversity analysis on imbalanced data sets by using ensemble models.	CIDM	2009	DBLP DOI BibTeX RDF
30	Francesco Gargiulo 0001, Ludmila I. Kuncheva, Carlo Sansone	Network Protocol Verification by a Classifier Selection Ensemble.	MCS	2009	DBLP DOI BibTeX RDF
30	João Mendes-Moreira 0001, Alípio Mário Jorge, Carlos Soares, Jorge Freire de Sousa	Ensemble Learning: A Study on Different Variants of the Dynamic Selection Approach.	MLDM	2009	DBLP DOI BibTeX RDF
30	Chunmei Wu, Jiansheng Wu	An Effective Hybrid GA-PP Strategy for Artificial Neural Network Ensemble and Its Application Stock Market Forecasting.	ISNN (2)	2009	DBLP DOI BibTeX RDF	Projection pursuit technology, Genetic algorithm, Artificial neural network, Logistic regress
30	Marco A. Wiering, Hado van Hasselt	Ensemble Algorithms in Reinforcement Learning.	IEEE Trans. Syst. Man Cybern. Part B	2008	DBLP DOI BibTeX RDF
30	Hu Jun, Zhiming Liu 0001, G. M. Reed, J. W. Sanders	Ensemble Engineering and Emergence.	Software-Intensive Systems and New Computing Paradigms	2008	DBLP DOI BibTeX RDF
30	Miguel Lopez, Patricia Melin, Oscar Castillo 0001	Optimization of Response Integration with Fuzzy Logic in Ensemble Neural Networks Using Genetic Algorithms.	Soft Computing for Hybrid Intelligent Systems	2008	DBLP DOI BibTeX RDF
30	Sen Xu, Zhimao Lu, Guochang Gu	An Efficient Spectral Method for Document Cluster Ensemble.	ICYCS	2008	DBLP DOI BibTeX RDF
30	Wenjia Wang	Some fundamental issues in ensemble methods.	IJCNN	2008	DBLP DOI BibTeX RDF
30	Miguel Lopez, Patricia Melin, Oscar Castillo 0001	A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach.	Analysis and Design of Intelligent Systems using Soft Computing Techniques	2007	DBLP DOI BibTeX RDF
30	Miguel Lopez, Patricia Melin, Oscar Castillo 0001	A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach.	IFSA (2)	2007	DBLP DOI BibTeX RDF
30	Jian Lin, Bangzhu Zhu	A Novel Neural Network Ensemble System for Economic Forecasting.	ICIC (3)	2007	DBLP DOI BibTeX RDF
30	Jian Lin, Bangzhu Zhu	A Novel Kernel Clustering Algorithm Based Selective Neural Network Ensemble Model for Economic Forecasting.	ISICA	2007	DBLP DOI BibTeX RDF
30	Louie F. Cervantes, Jung-sik Lee, Jaewan Lee	Agent-Based Approach to Distributed Ensemble Learning of Fuzzy ARTMAP Classifiers.	KES-AMSTA	2007	DBLP DOI BibTeX RDF
30	Matthew Prior, Terry Windeatt	An Ensemble Dependence Measure.	ICANN (1)	2007	DBLP DOI BibTeX RDF
30	Feng Liu, Fengzhan Tian, QiLiang Zhu	Bayesian Network Structure Ensemble Learning.	ADMA	2007	DBLP DOI BibTeX RDF
30	Muhammad Atif Tahir, Jim E. Smith	Improving Nearest Neighbor Classifier Using Tabu Search and Ensemble Distance Metrics.	ICDM	2006	DBLP DOI BibTeX RDF
30	P. Viswanath, Karthik Jayasurya	A Fast and Efficient Ensemble Clustering Method.	ICPR (2)	2006	DBLP DOI BibTeX RDF
30	Jiang Meng, Kun An, Zhijie Wang	Subnet Weight Modification Algorithm for Ensemble.	ICIC (1)	2006	DBLP DOI BibTeX RDF
30	Pitoyo Hartono, Shuji Hashimoto	Analysis of the Performance of Ensemble of Perceptrons.	IJCNN	2006	DBLP DOI BibTeX RDF
30	Christine Körner, Stefan Wrobel	Multi-class Ensemble-Based Active Learning.	ECML	2006	DBLP DOI BibTeX RDF
30	Kin Keung Lai, Lean Yu, Shouyang Wang, Ligang Zhou	Credit Risk Analysis Using a Reliability-Based Neural Network Ensemble Model.	ICANN (2)	2006	DBLP DOI BibTeX RDF
30	Zheng Qin, Yu Liu 0035, Xingchen Heng, Xianhui Wang	Negatively Correlated Neural Network Ensemble with Multi-population Particle Swarm Optimization.	ISNN (1)	2005	DBLP DOI BibTeX RDF
30	Xin Xu, Bofeng Zhang, Qiuxi Zhong	Text Categorization Using SVMs with Rocchio Ensemble for Internet Information Classification.	ICCNMC	2005	DBLP DOI BibTeX RDF
30	Fariba Shadabi, Robert J. Cox, Dharmendra Sharma 0001, Nikolai Petrovsky	A Hybrid Decision Tree - Artificial Neural Networks Ensemble Approach for Kidney Transplantation Outcomes Prediction.	KES (2)	2005	DBLP DOI BibTeX RDF
30	Yonghong Peng, Qian Huang, Ping Jiang 0001, Jianmin Jiang	Cost-Sensitive Ensemble of Support Vector Machines for Effective Detection of Microcalcification in Breast Cancer Diagnosis.	FSKD (2)	2005	DBLP DOI BibTeX RDF
30	Pitoyo Hartono, Shuji Hashimoto	Learning with Ensemble of Linear Perceptrons.	ICANN (2)	2005	DBLP DOI BibTeX RDF
30	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
30	P. Oscar Boykin, Vwani P. Roychowdhury, Tal Mor, Farrokh Vatan	Fault Tolerant Computation on Ensemble Quantum Computers.	DSN	2004	DBLP DOI BibTeX RDF
30	Alexander P. Topchy, Martin H. C. Law, Anil K. Jain 0001, Ana L. N. Fred	Analysis of Consensus Partition in Cluster Ensemble.	ICDM	2004	DBLP DOI BibTeX RDF
30	Arjun Chandra, Xin Yao 0001	DIVACE: Diverse and Accurate Ensemble Learning Algorithm.	IDEAL	2004	DBLP DOI BibTeX RDF
30	Derek Greene, Alexey Tsymbal, Nadia Bolshakova, Padraig Cunningham	Ensemble Clustering in Medical Diagnostics.	CBMS	2004	DBLP DOI BibTeX RDF
30	Zhi-Hua Zhou, Dan Wei, Gang Li 0009, Honghua Dai 0001	On the Size of Training Set and the Benefit from Ensemble.	PAKDD	2004	DBLP DOI BibTeX RDF
30	Xiaoli Zhang Fern, Carla E. Brodley	Solving cluster ensemble problems by bipartite graph partitioning.	ICML	2004	DBLP DOI BibTeX RDF
30	Ajith Abraham, Andy Auyeung	Integrating Ensemble of Intelligent Systems for Modeling Stock Indices.	IWANN (2)	2003	DBLP DOI BibTeX RDF
30	Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen	Search Strategies for Ensemble Feature Selection in Medical Diagnostics.	CBMS	2003	DBLP DOI BibTeX RDF
30	Hong-Hee Won, Sung-Bae Cho	Neural Network Ensemble with Negatively Correlated Features for Cancer Classification.	ICANN	2003	DBLP DOI BibTeX RDF
30	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
30	Amanda J. C. Sharkey, Noel E. Sharkey, Uwe Gerecke, Gopinath Odayammadath Chandroth	The "Test and Select" Approach to Ensemble Combination.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
30	Jason Hickey, Nancy A. Lynch, Robbert van Renesse	Specifications and Proofs for Ensemble Layers.	TACAS	1999	DBLP DOI BibTeX RDF
30	Daniel Kahlin, Sten Ternström	The Chorus Effect Revisited: Experiments in Frequency-Domain Analysis and Simulation of Ensemble Sounds.	EUROMICRO	1999	DBLP DOI BibTeX RDF
30	Robert Cox, David Clark, Alice Richardson	An Investigation into the Effect of Ensemble Size and Voting Threshold on the Accuracy of Neural Network Ensembles.	Australian Joint Conference on Artificial Intelligence	1999	DBLP DOI BibTeX RDF
30	Sejong Yoon, Saejoon Kim	k-Top Scoring Pair Algorithm for feature selection in SVM with applications to microarray data classification.	Soft Comput.	2010	DBLP DOI BibTeX RDF	Top Scoring Pair, k-TSP, SVM-RFE, SVM, Ensemble methods
30	Michael Jahrer, Andreas Töscher, Robert Legenstein	Combining predictions for accurate recommender systems.	KDD	2010	DBLP DOI BibTeX RDF	Netflix, recommender systems, supervised learning, ensemble learning
30	Jaikumar Radhakrishnan, Martin Rötteler, Pranab Sen	Random Measurement Bases, Quantum State Distinction and Applications to the Hidden Subgroup Problem.	Algorithmica	2009	DBLP DOI BibTeX RDF	Random orthonormal measurement bases, Ensemble quantum state distinction, Hidden subgroup problem, Frobenius distance, Quantum Fourier transforms, Gel’fand pairs, Quantum algorithms
30	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
30	Christine Preisach, Lars Schmidt-Thieme	Ensembles of relational classifiers.	Knowl. Inf. Syst.	2008	DBLP DOI BibTeX RDF	Relational autocorrelation, Relational data mining, Sparse graphs, Ensemble classification
30	Jing Gao 0004, Wei Fan 0001, Jing Jiang, Jiawei Han 0001	Knowledge transfer via multiple model local structure mapping.	KDD	2008	DBLP DOI BibTeX RDF	classification, semi-supervised learning, ensemble, transfer learning
30	Hui Li 0046, Hanhu Wang, Mei Chen, Teng Wang, Xuejian Wang	SeCED-FS: A New Approach for the Classification and Discovery of Significant Regions in Medical Images.	APWeb/WAIM	2007	DBLP DOI BibTeX RDF	medical image mining, Clustering, feature selection, ROI, computer aided diagnosis, selective ensemble
30	Zhi-Hua Zhou, Xu-Ying Liu	Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	threshold-moving, data mining, neural networks, Machine learning, sampling, ensemble learning, cost-sensitive learning, class imbalance learning
30	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
30	Yan Song 0001, Xian-Sheng Hua 0001, Guo-Jun Qi, Li-Rong Dai 0001, Meng Wang 0001, HongJiang Zhang	Efficient semantic annotation method for indexing large personal video database.	Multimedia Information Retrieval	2006	DBLP DOI BibTeX RDF	semi-supervised ensemble, video structure analysis, active learning, video annotation
30	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
30	Min-Ling Zhang, Zhi-Hua Zhou	Ensembles of Multi-Instance Neural Networks.	Intelligent Information Processing	2004	DBLP DOI BibTeX RDF	neural networks, machine learning, neural network ensemble, multi-instance learning
30	Simon Günter, Horst Bunke	Ensembles of classifiers for handwritten word recognition.	Int. J. Document Anal. Recognit.	2003	DBLP DOI BibTeX RDF	Ensemble creation methods, Hidden Markov models (HMM), Boosting, Bagging, Classifier combination, Random subspace method, Handwritten text recognition
30	Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana	SMILES: A Multi-purpose Learning System.	JELIA	2002	DBLP DOI BibTeX RDF	data mining, machine learning, comprehensibility, cost-sensitive learning, ensemble methods, Decision tree learning
30	Giorgio Valentini, Francesco Masulli	Ensembles of Learning Machines.	WIRN	2002	DBLP DOI BibTeX RDF	Combining Multiple Learners, Ensemble methods
30	Ju-Sung Kang, Okyeon Yi, Dowon Hong, Hyun Sook Cho	Pseudorandomness of MISTY-Type Transformations and the Block Cipher KASUMI.	ACISP	2001	DBLP DOI BibTeX RDF	(Super-)Pseudorandom permutation ensemble, MISTY-type transformation, KASUMI, Distinguisher
30	Ulf Johansson, Tuve Löfström, Lars Niklasson	Evaluating Standard Techniques for Implicit Diversity.	PAKDD	2008	DBLP DOI BibTeX RDF
30	Shay Freundlich, David Burshtein, Simon Litsyn	Approximately Lower Triangular Ensembles of LDPC Codes With Linear Encoding Complexity.	IEEE Trans. Inf. Theory	2007	DBLP DOI BibTeX RDF
30	Dipti Srinivasan, Min Chee Choy	Distributed Problem Solving using Evolutionary Learning in Multi-Agent Systems.	Advances in Evolutionary Computing for System Design	2007	DBLP DOI BibTeX RDF
30	Huawei Chen, Huahong Chen, Xiaoling Nian, Pei-Pei Liu	Ensembling Extreme Learning Machines.	ISNN (1)	2007	DBLP DOI BibTeX RDF
30	Ludmila I. Kuncheva, Dmitry P. Vetrov	Evaluation of Stability of k-Means Cluster Ensembles with Respect to Random Initialization.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	stability and diversity, Clustering, cluster validity, cluster ensembles
30	Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo	Ensembles of Multilayer Feedforward: Some New Results.	IWANN	2005	DBLP DOI BibTeX RDF
30	Caiyan Jia, Ruqian Lu	Sampling Ensembles for Frequent Patterns.	FSKD (1)	2005	DBLP DOI BibTeX RDF
30	Joaquín Torres-Sospedra, Mercedes Fernández-Redondo, Carlos Hernández-Espinosa	Combination Methods for Ensembles of MF.	ICANN (2)	2005	DBLP DOI BibTeX RDF
30	Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo	New Results on Ensembles of Multilayer Feedforward.	ICANN (2)	2005	DBLP DOI BibTeX RDF
30	Carlos Hernández-Espinosa, Joaquín Torres-Sospedra, Mercedes Fernández-Redondo	Combination Methods for Ensembles of RBFs.	ICANN (2)	2005	DBLP DOI BibTeX RDF
30	Rinat Khoussainov, Andreas Heß 0002, Nicholas Kushmerick	Ensembles of biased classifiers.	ICML	2005	DBLP DOI BibTeX RDF
30	Piotr Juszczak, Robert P. W. Duin	Combining One-Class Classifiers to Classify Missing Data.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
30	Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Joaquín Torres-Sospedra	First Experiments on Ensembles of Radial Basis Functions.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
30	Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Joaquín Torres-Sospedra	Some Experiments with Ensembles of Neural Networks for Classification of Hyperspectral Images.	ISNN (1)	2004	DBLP DOI BibTeX RDF
30	Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Joaquín Torres-Sospedra	Ensembles of RBFs Trained by Gradient Descent.	ISNN (1)	2004	DBLP DOI BibTeX RDF
30	Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Joaquín Torres-Sospedra	Experiments on Ensembles of Radial Basis Functions.	ICAISC	2004	DBLP DOI BibTeX RDF
30	Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Joaquín Torres-Sospedra	Some Experiments on Ensembles of Neural Networks for Hyperspectral Image Classification.	KES	2004	DBLP DOI BibTeX RDF
30	Honghua Dai 0001, Gang Li 0009, Zhi-Hua Zhou	Ensembling MML Causal Discovery.	PAKDD	2004	DBLP DOI BibTeX RDF
30	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
30	Hussein A. Abbass	Pareto Neuro-Ensembles.	Australian Conference on Artificial Intelligence	2003	DBLP DOI BibTeX RDF
30	Gabriele Zenobi, Padraig Cunningham	An Approach to Aggregating Ensembles of Lazy Learners That Supports Explanation.	ECCBR	2002	DBLP DOI BibTeX RDF
30	Ying Nian Wu, Song Chun Zhu, Xiuwen Liu	Equivalence of Julesz and Gibbs Texture Ensembles.	ICCV	1999	DBLP DOI BibTeX RDF
30	Marc Fischlin	Pseudorandom Function Tribe Ensembles Based on One-Way Permutations: Improvements and Applications.	EUROCRYPT	1999	DBLP DOI BibTeX RDF
25	Albrecht Zimmermann	Ensemble-Trees: Leveraging Ensemble Power Inside Decision Trees.	Discovery Science	2008	DBLP DOI BibTeX RDF
25	B. Stephen Carpenter II, Richard Furuta, Frank M. Shipman III, Allison Huie, Daniel Pogue, Edward A. Fox, Spencer J. Lee, Peter Brusilovsky, Lillian N. Cassel, Lois M. L. Delcambre	Multiple sources with multiple portals: a demonstration of the ensemble computing portal in second life.	JCDL	2010	DBLP DOI BibTeX RDF	computing portal, virtual worlds, ensemble, second life
25	Haitao He, Xiaonan Luo, FeiTeng Ma, Chunhui Che, Jianmin Wang 0013	Network traffic classification based on ensemble learning and co-training.	Sci. China Ser. F Inf. Sci.	2009	DBLP DOI BibTeX RDF	network measurement, ensemble learning, traffic classification, co-training
25	Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.	Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer.	Pattern Anal. Appl.	2009	DBLP DOI BibTeX RDF	Codebook size, Pattern recognition, Hidden Markov Models, Ensemble of classifiers, Clustering validity index
25	Gustavo A. Casañ, Maria Asunción Castaño	An Ensemble Based Translator for Natural Languages.	IWANN (2)	2009	DBLP DOI BibTeX RDF	Neural Networks, Rules, Machine Translation, Ensemble
25	Frank Rosenthal, Peter Benjamin Volk, Martin Hahmann, Dirk Habich, Wolfgang Lehner	Drift-Aware Ensemble Regression.	MLDM	2009	DBLP DOI BibTeX RDF	Process Drift, Regression, Ensemble Method
25	Pei-Pei Li 0001, Xuegang Hu, Qianhui Liang, Yunjun Gao	Concept Drifting Detection on Noisy Streaming Data in Random Ensemble Decision Trees.	MLDM	2009	DBLP DOI BibTeX RDF	Ensemble Decision Trees, Data Streams, Noise, Concept Drift