Search results for "Ensemble"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
19	Mete Ozay, Okan Akalin, Fatos T. Yarman-Vural	Ensemble detection: A new architecture for multisensor data fusion with ensemble learning for object detection.	ISCIS	2009	DBLP DOI BibTeX RDF
19	Muhammad Kashif Khan, Ahmer Umer	An Experimental Evaluation of Ensemble Methods for Pattern Classification.	CICSyN	2011	DBLP DOI BibTeX RDF	pattern recognition, boosting, bagging, ensemble methods, random forest
19	Sirajum Monira Sumi, Faisal Zaman, Hideo Hirose	A Neural Network Ensemble Incorporated with Dynamic Variable Selection for Rainfall Forecast.	SNPD	2011	DBLP DOI BibTeX RDF	dynamic variable selection, time series least angle regression, neural network ensemble model, independent component analysis, mutual information
19	Kai Li, Hongtao Gao	A Novel Measure of Diversity for Support Vector Machine Ensemble.	IITSI	2010	DBLP DOI BibTeX RDF	Support Vector Machine(SVM), diversity, ensemble
19	Hui Li 0092, Jianan Wang, Ting Gao, Yinghua Lu, Zhongmin Su	Accurate Prediction of the Optical Absorption Energies by Neural Network Ensemble Approach.	FCST	2010	DBLP DOI BibTeX RDF	Absorption energy, Neural networks, bagging, Neural network ensemble, Density functional theory
19	Suli Zhang, Xin Pan	Ensemble Remote Sensing Classifier Based on a-Torrent Rough Set Feature Partition.	FCST	2010	DBLP DOI BibTeX RDF	a-torrent rough set, ensemble classifier, remote sensing imagery
19	Elena Bautu, Andrei Bautu, Henri Luchian	Evolving Gene Expression Programming Classifiers for Ensemble Prediction of Movements on the Stock Market.	CISIS	2010	DBLP DOI BibTeX RDF	direction of change, binary time series, classification, forecasting, ensemble, gene expression programming
19	Jonathan T. Purnell, Malik Magdon-Ismail	Learning American English Accents Using Ensemble Learning with GMMs.	ICMLA	2009	DBLP DOI BibTeX RDF	accent identification, ensemble learning, speech processing, gaussian mixtures
19	Gürsel Serpen, Santhosh Pathical	Classification in High-Dimensional Feature Spaces: Random Subsample Ensemble.	ICMLA	2009	DBLP DOI BibTeX RDF	high dimensional feature space, curse of dimensionality, random subspace, ensemble classification
19	Zhi-Gang Gan, Nan-Feng Xiao	A New Ensemble Learning Algorithm Based on Improved K-Means for Training Neural Network Ensembles.	IITSI	2009	DBLP DOI BibTeX RDF	learning, diversity, K-Means, neural network ensemble
19	Ping Yao	Credit Scoring Using Ensemble Machine Learning.	HIS (3)	2009	DBLP DOI BibTeX RDF	ensemble machine learning, adaboost, bagging, CART, credit scoring
19	Cancan Liu, Weimin Zhang, Zhigang Luo, Xiaoqun Cao, Hai Liu 0014	Managing Large-Scale Scientific Computing in Ensemble Prediction Using BPEL.	ISPA	2009	DBLP DOI BibTeX RDF	ensemble prediction, BPEL, scientific workflow
19	Hung-Yi Lo, Chun-Min Chang, Tsung-Hsien Chiang, Cho-Yi Hsiao, Anta Huang, Tsung-Ting Kuo, Wei-Chi Lai, Ming-Han Yang, Jung-Jung Yeh, Chun-Chao Yen, Shou-De Lin	Learning to improve area-under-FROC for imbalanced medical data classification using an ensemble method.	SIGKDD Explor.	2008	DBLP DOI BibTeX RDF	area under free response receiver operating curves (FROC), breast cancer image classification, support vector machines, AdaBoost, ensemble method
19	Yu Wu 0001, Gongxiao Wang, Weisheng Li 0001, Zhijun Li	Automatic Chatbot Knowledge Acquisition from Online Forum via Rough Set and Ensemble Learning.	NPC Workshops	2008	DBLP DOI BibTeX RDF	Rough Set, Knowledge Acquisition, Ensemble Learning, Chatbot
19	Ricardo Gacitúa, Peter Sawyer	Ensemble Methods for Ontology Learning - An Empirical Experiment to Evaluate Combinations of Concept Acquisition Techniques.	ACIS-ICIS	2008	DBLP DOI BibTeX RDF	Machine Learning, Natural Language Processing, Ontology Learning, Ensemble Methods
19	Xavier Llorà, Noriko Imafuji Yasui, David E. Goldberg	Graph-theoretic measure for active iGAs: interaction sizing and parallel evaluation ensemble.	GECCO	2008	DBLP DOI BibTeX RDF	active interactive genetic algorithms, graph density, graph ensemble, modeling user preferences, partial-order graph, graph theory
19	Maciej Troc, Olgierd Unold	Self-Adaptation of Parameters in a XCS-Based Ensemble Machine.	HIS	2008	DBLP DOI BibTeX RDF	Ensemble Machine, Learning Classifier System, XCS
19	Araken M. Santos, Anne M. P. Canuto, João Carlos Xavier Jr.	Accuracy and Diversity in Ensemble Systems Composed of ARTMAP-Based Models.	HIS	2008	DBLP DOI BibTeX RDF	Ensemble Systems, ARTMAP-based neural networks
19	Araken de Medeiros Santos, Anne Magály de Paula Canuto	Using ARTMAP-Based Ensemble Systems Designed by Three Variants of Boosting.	ICANN (1)	2008	DBLP DOI BibTeX RDF	Ensemble Systems, Boosting strategy, ARTMAP-Based neural networks, RePART
19	Patrice Lefaucheur, Richard Nock	Robust Multiclass Ensemble Classifiers via Symmetric Functions.	ICPR (4)	2006	DBLP DOI BibTeX RDF	Symmetric functions, Ensemble classifiers
19	Stuart W. Card, Chilukuri K. Mohan	Ensemble selection for evolutionary learning using information theory and price's theorem.	GECCO	2006	DBLP DOI BibTeX RDF	Price's Equation, ensemble models, group selection, mate selection, machine learning, evolutionary computation
19	Bhekisipho Twala, Michelle Cartwright, Martin J. Shepperd	Ensemble of missing data techniques to improve software prediction accuracy.	ICSE	2006	DBLP DOI BibTeX RDF	software prediction, machine learning, decision trees, ensemble, incomplete data
19	Simon Günter, Horst Bunke	An Evaluation of Ensemble Methods in Handwritten Word Recognition Based on Feature Selection.	ICPR (1)	2004	DBLP DOI BibTeX RDF	classifier ensemble methods, feature selection, hidden Markov model (HMM), handwritten word recognition
19	Ludmila I. Kuncheva, Christopher J. Whitaker	Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy.	Mach. Learn.	2003	DBLP DOI BibTeX RDF	multiple classifiers ensemble/committee of learners, dependency and diversity, pattern recognition, majority vote
19	Greg N. Frederickson, D. J. Guan	Ensemble Motion Planning in Trees	FOCS	1989	DBLP DOI BibTeX RDF	ensemble motion planning, unit capacity vehicle, minimum cost transportation, nontrivial connected components, initial vertex, route, approximation algorithms, trees, NP-hard, directed graph, objects, edges, vertices, destination, performance ratio
19	Andrew K. C. Wong, Tze-Shiu Liu 0001	Typicality, Diversity, and Feature Pattern of an Ensemble.	IEEE Trans. Computers	1975	DBLP DOI BibTeX RDF	Composition entropy, ensemble typicality, feature interdependence, feature pattern, interdependence entropy, observation matrix, S-information, feature extraction, diversity, taxonomy, screening, reweighting
18	Yanfang Ye 0001, Lifei Chen, Dingding Wang 0001, Tao Li 0001, Qingshan Jiang, Min Zhao	SBMDS: an interpretable string based malware detection system using SVM ensemble with bagging.	J. Comput. Virol.	2009	DBLP DOI BibTeX RDF
18	Lúcio de Souza Coelho, Ben Goertzel, Cassio Pennachin, Chris Heward	Classifier ensemble based analysis of a genome-wide SNP dataset concerning Late-Onset Alzheimer Disease.	IEEE ICCI	2009	DBLP DOI BibTeX RDF
18	Hanlin Goh, Joo Hwe Lim, Chai Quek	Learning from an ensemble of Receptive Fields.	IEEE ICCI	2009	DBLP DOI BibTeX RDF
18	Bruno Baruque, Emilio Corchado, Aitor Mata, Juan M. Corchado	Ensemble Methods for Boosting Visualization Models.	IWANN (1)	2009	DBLP DOI BibTeX RDF	unsupervised learning, boosting, bagging, topology preserving mappings
18	Garett D. Johnson, Dean J. Krusienski	Ensemble SWLDA Classifiers for the P300 Speller.	HCI (2)	2009	DBLP DOI BibTeX RDF
18	Narayanan Unny Edakunni, Sethu Vijayakumar	Efficient Online Classification Using an Ensemble of Bayesian Linear Logistic Regressors.	MCS	2009	DBLP DOI BibTeX RDF
18	Matteo Re, Giorgio Valentini	Ensemble Based Data Fusion for Gene Function Prediction.	MCS	2009	DBLP DOI BibTeX RDF
18	Paul Marshall, Matthew Woitaszek, Henry M. Tufo, Rob Knight 0001, Daniel McDonald, Julia Goodrich	Ensemble dispatching on an IBM Blue Gene/L for a bioinformatics knowledge environment.	SC-MTAGS	2009	DBLP DOI BibTeX RDF
18	Xinbo Gao 0001, Juanjuan Zhong, Jie Li 0001, Chunna Tian	Face Sketch Synthesis Algorithm Based on E-HMM and Selective Ensemble.	IEEE Trans. Circuits Syst. Video Technol.	2008	DBLP DOI BibTeX RDF
18	Yvan Saeys, Thomas Abeel, Yves Van de Peer	Robust Feature Selection Using Ensemble Feature Selection Techniques.	ECML/PKDD (2)	2008	DBLP DOI BibTeX RDF
18	Yue Fan, Mark A. Kon, Charles DeLisi	Ensemble Machine Methods for DNA Binding.	ICMLA	2008	DBLP DOI BibTeX RDF
18	Derrick Takeshi Mirikitani, Nikolay I. Nikolaev	Dynamic Modeling with Ensemble Kalman Filter Trained Recurrent Neural Networks.	ICMLA	2008	DBLP DOI BibTeX RDF
18	Michael Gashler, Christophe G. Giraud-Carrier, Tony R. Martinez	Decision Tree Ensemble: Small Heterogeneous Is Better Than Large Homogeneous.	ICMLA	2008	DBLP DOI BibTeX RDF
18	Michael J. Procopio, Jane Mulligan, Gregory Z. Grudic	Learning in dynamic environments with Ensemble Selection for autonomous outdoor robot navigation.	IROS	2008	DBLP DOI BibTeX RDF
18	Edgar González, Jordi Turmo	Comparing Non-parametric Ensemble Methods for Document Clustering.	NLDB	2008	DBLP DOI BibTeX RDF
18	Albert Hung-Ren Ko, Robert Sabourin, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr.	The implication of data diversity for a classifier-free ensemble selection in random subspaces.	ICPR	2008	DBLP DOI BibTeX RDF
18	Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal	Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance.	CBMS	2008	DBLP DOI BibTeX RDF
18	José Luis Triviño-Rodriguez, Amparo Ruiz-Sepúlveda, Rafael Morales Bueno	How an Ensemble Method Can Compute a Comprehensible Model.	DaWaK	2008	DBLP DOI BibTeX RDF
18	Qiang Wu, Yuehui Chen, Zhen Liu	Ensemble Model of Intelligent Paradigms for Stock Market Forecasting.	WKDD	2008	DBLP DOI BibTeX RDF
18	Taner Danisman, Adil Alpkocak	Emotion Classification of Audio Signals Using Ensemble of Support Vector Machines.	PIT	2008	DBLP DOI BibTeX RDF
18	Mercedes Fernández-Redondo, Joaquín Torres-Sospedra, Carlos Hernández-Espinosa	The Mixture of Neural Networks as Ensemble Combiner.	ANNPR	2008	DBLP DOI BibTeX RDF
18	Hui Liu 0002, Ruzhan Lu	Word Similarity Based on an Ensemble Model Using Ranking SVMs.	Web Intelligence/IAT Workshops	2008	DBLP DOI BibTeX RDF
18	Terry Windeatt, Kaushala Dias	Ensemble Approaches to Facial Action Unit Classification.	CIARP	2008	DBLP DOI BibTeX RDF	Ensembles, Feature-ranking, FACS, ECOC
18	Shufeng Ai, Hui Li	Gear Fault Detection Based on Ensemble Empirical Mode Decomposition and Hilbert-Huang Transform.	FSKD (3)	2008	DBLP DOI BibTeX RDF
18	Dong Li, Yang Wang 0017, Weijian Ni, Yalou Huang, Maoqiang Xie	An Ensemble Approach to Learning to Rank.	FSKD (2)	2008	DBLP DOI BibTeX RDF
18	Zhizhou Kong, Shenggang Yang, Zixing Cai, Dong Guan	A Clustering-Ensemble Approach Based on Average Mutual Information.	ICNSC	2008	DBLP DOI BibTeX RDF
18	Yang Liu, Yanwei Zheng, Yuehui Chen	Ensemble classification based on correlation analysis for face recognition.	IJCNN	2008	DBLP DOI BibTeX RDF
18	Zhiwen Yu 0002, Xing Wang, Hau-San Wong	Ensemble based 3D human motion classification.	IJCNN	2008	DBLP DOI BibTeX RDF
18	Yaohua Tang, Jinghuai Gao, Guangzhao Cui	Ensemble learning with generalization performance measurement and negative correlation.	IJCNN	2008	DBLP DOI BibTeX RDF
18	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
18	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
18	Arvind Sridharan, Dmitri V. Truhachev, Michael Lentmaier, Daniel J. Costello Jr., Kamil Sh. Zigangirov	Distance Bounds for an Ensemble of LDPC Convolutional Codes.	IEEE Trans. Inf. Theory	2007	DBLP DOI BibTeX RDF
18	Byeong Il Lee, Jae Sung Lee, Dong Soo Lee, Won Jun Kang, Jong Jin Lee, Seungjin Choi	A Clinical Application of Ensemble ICA to the Quantification of Myocardial Blood Flow in Dynamic H152 O H^{{15}}_{2} O PET.	J. VLSI Signal Process.	2007	DBLP DOI BibTeX RDF	myocardial blood flow quantification, independent component analysis (ICA), positron emission tomography (PET), Bayesian learning
18	Bin Ma 0001, Haizhou Li 0001, Rong Tong	Spoken Language Recognition Using Ensemble Classifiers.	IEEE Trans. Speech Audio Process.	2007	DBLP DOI BibTeX RDF
18	Yang Yu 0001, Zhi-Hua Zhou, Kai Ming Ting	Cocktail Ensemble for Regression.	ICDM	2007	DBLP DOI BibTeX RDF
18	Jonathan Chappelow, Anant Madabhushi, Mark Rosen, John E. Tomaszeweski, Michael D. Feldman	A Combined Feature Ensemble Based Mutual Information Scheme for Robust Inter-Modal, Inter-Protocol Image Registration.	ISBI	2007	DBLP DOI BibTeX RDF
18	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
18	Xiangrong Zhang, Licheng Jiao, Shuiping Gou	SVMs ensemble for radar target recognition based on evolutionary feature selection.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
18	Katia Kermanidis	Ensemble Learning of Economic Taxonomy Relations from Modern Greek Corpora.	MTSR	2007	DBLP DOI BibTeX RDF
18	Joseph DePasquale, Robi Polikar	Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features.	MCS	2007	DBLP DOI BibTeX RDF
18	Manuela Zanda, Gavin Brown 0001, Giorgio Fumera, Fabio Roli	Ensemble Learning in Linearly Combined Classifiers Via Negative Correlation.	MCS	2007	DBLP DOI BibTeX RDF
18	Michael Muhlbaier, Robi Polikar	An Ensemble Approach for Incremental Learning in Nonstationary Environments.	MCS	2007	DBLP DOI BibTeX RDF	Nonstationary environment, Learn?+?+?.NSE, concept drift
18	Zhiwen Yu 0002, Shaohong Zhang, Hau-San Wong, Jiqi Zhang	Image Segmentation Based on Cluster Ensemble.	ISNN (3)	2007	DBLP DOI BibTeX RDF
18	Patrick P. K. Chan, Xiaoqin Zeng, Eric C. C. Tsang, Daniel S. Yeung, John W. T. Lee	Neural network ensemble pruning using sensitivity measure in web applications.	SMC	2007	DBLP DOI BibTeX RDF
18	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
18	Adrian Sandu, Emil M. Constantinescu, Gregory R. Carmichael, Tianfeng Chai, John H. Seinfeld, Dacian N. Daescu	Localized Ensemble Kalman Dynamic Data Assimilation for Atmospheric Chemistry.	International Conference on Computational Science (1)	2007	DBLP DOI BibTeX RDF
18	Emre Akbas, Fatos T. Yarman-Vural	Automatic Image Annotation by Ensemble of Visual Descriptors.	CVPR	2007	DBLP DOI BibTeX RDF
18	Heidy Marisol Marín Castro, Luis Enrique Sucar, Eduardo F. Morales 0001	Automatic Image Annotation Using a Semi-supervised Ensemble of Classifiers.	CIARP	2007	DBLP DOI BibTeX RDF	Semi-supervised Learning, AdaBoost, Ensembles, Automatic image annotation
18	Guanggang Geng, Chunheng Wang, Qiudan Li, Lei Xu, Xiao-Bo Jin	Boosting the Performance of Web Spam Detection with Ensemble Under-Sampling Classification.	FSKD (4)	2007	DBLP DOI BibTeX RDF
18	Min Tian, Weiwei Zhang, Fuqiang Liu	On-Line Ensemble SVM for Robust Object Tracking.	ACCV (1)	2007	DBLP DOI BibTeX RDF
18	Michal Kruk, Stanislaw Osowski, Robert Koktysz	Recognition of Colon Cells Using Ensemble of Classifiers.	IJCNN	2007	DBLP DOI BibTeX RDF
18	Grigorios Tsoumakas, Ioannis P. Vlahavas	Random k -Labelsets: An Ensemble Method for Multilabel Classification.	ECML	2007	DBLP DOI BibTeX RDF
18	Xin Li, Zhou Lei, Christopher D. White, Gabrielle Allen	Ensemble Subsurface Modeling Using Grid Computing Technology.	IMSCCS	2007	DBLP DOI BibTeX RDF
18	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
18	Peter Stratton, Janet Wiles	Comparing Kurtosis Score to Traditional Statistical Metrics for Characterizing the Structure in Neural Ensemble Activity.	Summer School on Neural Networks	2007	DBLP DOI BibTeX RDF
18	Ashraf M. Abdelbar, Deena Hassan, Gene A. Tagliarini, Sridhar Narayan	Receptive field optimization for ensemble encoding.	Neural Comput. Appl.	2006	DBLP DOI BibTeX RDF	Distributed data representation, Backpropagation, Human vision, ANOVA
18	Yi Zhang 0010, Xiaoming Jin	An automatic construction and organization strategy for ensemble learning on data streams.	SIGMOD Rec.	2006	DBLP DOI BibTeX RDF
18	Arjun Chandra, Huanhuan Chen, Xin Yao 0001	Trade-Off Between Diversity and Accuracy in Ensemble Generation.	Multi-Objective Machine Learning	2006	DBLP DOI BibTeX RDF
18	Ki-seok Sung, Sungzoon Cho	GA SVM Wrapper Ensemble for Keystroke Dynamics Authentication.	ICB	2006	DBLP DOI BibTeX RDF
18	Hui Kong 0001, Xuchun Li, Jian-Gang Wang, Chandra Kambhamettu	Ensemble LDA for Face Recognition.	ICB	2006	DBLP DOI BibTeX RDF
18	Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Haixun Wang, David W. Cheung, Huan Liu 0001	A Balanced Ensemble Approach to Weighting Classifiers for Text Classification.	ICDM	2006	DBLP DOI BibTeX RDF
18	Lorenza Saitta	Hypothesis Diversity in Ensemble Classification.	ISMIS	2006	DBLP DOI BibTeX RDF
18	Jiang Meng, Kun An	Aggregating Regressive Estimators: Gradient-Based Neural Network Ensemble.	MICAI	2006	DBLP DOI BibTeX RDF
18	Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.	A New Objective Function for Ensemble Selection in Random Subspaces.	ICPR (4)	2006	DBLP DOI BibTeX RDF
18	Ewa Szpunar-Huk	Classifier Building by Reduction of an Ensemble of Decision Trees to a Set of Rules.	CIMCA/IAWTIC	2006	DBLP DOI BibTeX RDF
18	Mi Young Nam, In Ja Jeon, Phill-Kyu Rhee	Evolutionary Ensemble Based Pattern Recognition by Data Context Definition.	PRICAI	2006	DBLP DOI BibTeX RDF
18	Genting Yan, Guangfu Ma, Liangkuan Zhu	Support Vector Machines Ensemble Based on Fuzzy Integral for Classification.	ISNN (1)	2006	DBLP DOI BibTeX RDF
18	Jiabing Wang, Hong Peng, Jing-Song Hu, Jun Zhang	Ensemble Learning for Keyphrases Extraction from Scientific Document.	ISNN (1)	2006	DBLP DOI BibTeX RDF
18	Haixia Chen, Senmiao Yuan, Kai Jiang	Selective Neural Network Ensemble Based on Clustering.	ISNN (1)	2006	DBLP DOI BibTeX RDF
18	Wei-Hua Chen, Quanyuan Jiang, Yijia Cao	Low Voltage Risk Assessment in Power System Using Neural Network Ensemble.	ISNN (2)	2006	DBLP DOI BibTeX RDF
18	Rafal Scherer	Boosting Ensemble of Relational Neuro-fuzzy Systems.	ICAISC	2006	DBLP DOI BibTeX RDF
18	Yang Jiang, Qingpu Zhang, Xia Li 0004, Lei Du, Wei Jiang 0023, Ruijie Zhang, Jing Li, Shaoqi Rao	Analysis of Sib-Pair IBD Profiles Using Ensemble Decision Tree Approach: Application to Alcoholism.	ICIC (3)	2006	DBLP DOI BibTeX RDF
18	Xiaoyan Tao, Hongbing Ji, Zhiqiang Ma	Proximal SVM Ensemble Based on Feature Selection.	ICNC (1)	2006	DBLP DOI BibTeX RDF
18	Christoph Hölscher, Simon J. Büchner, Tobias Meilinger, Gerhard Strube	Map Use and Wayfinding Strategies in a Multi-building Ensemble.	Spatial Cognition	2006	DBLP DOI BibTeX RDF