Search results for "ensembles"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
33	Lesedi Melton Masisi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala	Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity.	ICONIP (2)	2008	DBLP DOI BibTeX RDF
33	Yang Yu 0001, Zhi-Hua Zhou, Kai Ming Ting	Cocktail Ensemble for Regression.	ICDM	2007	DBLP DOI BibTeX RDF
33	Matthew Prior, Terry Windeatt	An Ensemble Dependence Measure.	ICANN (1)	2007	DBLP DOI BibTeX RDF
33	Hongcheng Wang, Narendra Ahuja	Rank-R Approximation of Tensors: Using Image-as-Matrix Representation.	CVPR (2)	2005	DBLP DOI BibTeX RDF
33	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
33	Rodrigo Pasti, Leandro Nunes de Castro	The Influence of Diversity in an Immune-Based Algorithm to Train MLP Networks.	ICARIS	2007	DBLP DOI BibTeX RDF	bio-inpired algorithms, ensembles, multi-layer perceptrons
33	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
33	Sotiris B. Kotsiantis, Dimitris Kanellopoulos	Combining Bagging, Boosting and Dagging for Classification Problems.	KES (2)	2007	DBLP DOI BibTeX RDF	data mining, Machine learning, ensembles of classifiers
33	Juan José Rodríguez, Ludmila I. Kuncheva, Carlos J. Alonso	Rotation Forest: A New Classifier Ensemble Method.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	kappa-error diagrams, feature extraction, PCA, AdaBoost, bagging, Classifier ensembles, random forest
33	Hakan Altinçay	A dempster-shafer theoretic framework for boosting based ensemble design.	Pattern Anal. Appl.	2005	DBLP DOI BibTeX RDF	Evidential pattern classification, Dynamic classifier combination, Sample neighborhood information, Boosting, Classifier ensembles
27	Iryna Andriyanova	Finite-length scaling of turbo-like code ensembles on the binary erasure channel.	IEEE J. Sel. Areas Commun.	2009	DBLP DOI BibTeX RDF
27	Christophe Marsala	Data mining with ensembles of fuzzy decision trees.	CIDM	2009	DBLP DOI BibTeX RDF
27	Amir Ahmad, Gavin Brown 0001	A Study of Random Linear Oracle Ensembles.	MCS	2009	DBLP DOI BibTeX RDF	Clusters, Naive Bayes, Classifier Ensemble, Subclasses
27	Michael P. Ashley-Rollman, Peter Lee 0001, Seth Copen Goldstein, Padmanabhan Pillai, Jason Campbell	A Language for Large Ensembles of Independently Executing Nodes.	ICLP	2009	DBLP DOI BibTeX RDF
27	Hai Qian, Youping Fan	Algorithm of Neural Network Ensembles and Robust Learning.	ISNN (1)	2009	DBLP DOI BibTeX RDF
27	Alexander Borisov, George C. Runger, Eugene Tuv, Nuttha Lurponglukana-Strand	Zero-Inflated Boosted Ensembles for Rare Event Counts.	IDA	2009	DBLP DOI BibTeX RDF
27	Tadashi Wadayama	Average Stopping Set Weight Distributions of Redundant Random Ensembles.	IEEE Trans. Inf. Theory	2008	DBLP DOI BibTeX RDF
27	Matthias M. Hölzl, Axel Rauschmayer, Martin Wirsing	Software Engineering for Ensembles.	Software-Intensive Systems and New Computing Paradigms	2008	DBLP DOI BibTeX RDF
27	Stefan Scherer, Friedhelm Schwenker, Günther Palm	Emotion Recognition from Speech Using Multi-Classifier Systems and RBF-Ensembles.	Speech, Audio, Image and Biomedical Signal Processing using Neural Networks	2008	DBLP DOI BibTeX RDF
27	Stefan Goldmann, Ralf Salomon	ESO: Evolutionary Self-organization in Smart-Appliances Ensembles.	KI	2008	DBLP DOI BibTeX RDF
27	Marcílio Carlos Pereira de Souto, Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto	Empirical comparison of Dynamic Classifier Selection methods based on diversity and accuracy for building ensembles.	IJCNN	2008	DBLP DOI BibTeX RDF
27	Oleg Okun, Helen Priisalu	Ensembles of k-nearest neighbors and dimensionality reduction.	IJCNN	2008	DBLP DOI BibTeX RDF
27	Ulf Johansson, Tuve Löfström, Henrik Boström	The problem with ranking ensembles based on training or validation performance.	IJCNN	2008	DBLP DOI BibTeX RDF
27	Md. Faijul Amin, Md. Monirul Islam, Kazuyuki Murase	Single-layered complex-valued neural networks and their ensembles for real-valued classification problems.	IJCNN	2008	DBLP DOI BibTeX RDF
27	Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo	New Results on Combination Methods for Boosting Ensembles.	ICANN (1)	2008	DBLP DOI BibTeX RDF
27	Eduardo P. Costa, Ana Carolina Lorena, André C. P. L. F. de Carvalho, Alex Alves Freitas	Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions.	BSB	2008	DBLP DOI BibTeX RDF
27	Alexandra Scherbart, Tim W. Nattkemper	The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method.	ICONIP (2)	2008	DBLP DOI BibTeX RDF
27	Daqi Gao, Xiaoning Sun	Function approximation model ensembles and their application to the simultaneous determination of sample categories and positions.	IJCNN	2007	DBLP DOI BibTeX RDF
27	Laura Emmanuella A. Santana, Diogo F. de Oliveira, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto	A Comparative Analysis of Feature Selection Methods for Ensembles with Different Combination Methods.	IJCNN	2007	DBLP DOI BibTeX RDF
27	Harri M. T. Saarikoski, Steve Legrand, Alexander F. Gelbukh	Defining Classifier Regions for WSD Ensembles Using Word Space Features.	MICAI	2006	DBLP DOI BibTeX RDF
27	Ulf Johansson, Tuve Löfström, Rikard König, Lars Niklasson	Genetically Evolved Trees Representing Ensembles.	ICAISC	2006	DBLP DOI BibTeX RDF
27	Huijuan Lu, Jinxiang Zhang, Lei Zhang	Tissue Classification Using Gene Expression Data and Artificial Neural Network Ensembles.	ICIC (3)	2006	DBLP DOI BibTeX RDF
27	Bogdan Gabrys, Bruno Baruque, Emilio Corchado	Outlier Resistant PCA Ensembles.	KES (3)	2006	DBLP DOI BibTeX RDF
27	Christoly Biely, Stefan Thurner	Simulation of Micro-, Grand-, and Canonical Ensembles of Complex Networks.	International Conference on Computational Science (3)	2006	DBLP DOI BibTeX RDF
27	Christian Bauckhage, Thomas Käster, John K. Tsotsos	Applying Ensembles of Multilinear Classifiers in the Frequency Domain.	CVPR (1)	2006	DBLP DOI BibTeX RDF
27	Fernanda L. Minku, Teresa Bernarda Ludermir	EFuNN Ensembles Construction Using CONE with Multi-objective GA.	SBRN	2006	DBLP DOI BibTeX RDF
27	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
27	Dragomir Yankov, Dennis DeCoste, Eamonn J. Keogh	Ensembles of Nearest Neighbor Forecasts.	ECML	2006	DBLP DOI BibTeX RDF
27	Roman Bertolami, Horst Bunke	Diversity Analysis for Ensembles of Word Sequence Recognisers.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
27	Thiago Dutra, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto	Using Weighted Combination-Based Methods in Ensembles with Different Levels of Diversity.	ICONIP (1)	2006	DBLP DOI BibTeX RDF
27	Fernanda L. Minku, Teresa Bernarda Ludermir	EFuNN Ensembles Construction Using a Clustering Method and a Coevolutionary Multi-objective Genetic Algorithm.	ICONIP (3)	2006	DBLP DOI BibTeX RDF
27	Henry D. Pfister, Igal Sason, Rüdiger L. Urbanke	Capacity-achieving ensembles for the binary erasure channel with bounded complexity.	IEEE Trans. Inf. Theory	2005	DBLP DOI BibTeX RDF
27	Lin Dong, Eibe Frank, Stefan Kramer 0001	Ensembles of Balanced Nested Dichotomies for Multi-class Problems.	PKDD	2005	DBLP DOI BibTeX RDF
27	Yi Zhang 0006, W. Nick Street, Samuel Burer	Sharing Classifiers among Ensembles from Related Problem Domains.	ICDM	2005	DBLP DOI BibTeX RDF
27	Juan José Rodríguez, Carlos J. Alonso, Oscar J. Prieto	Bias and Variance of Rotation-Based Ensembles.	IWANN	2005	DBLP DOI BibTeX RDF
27	Rozita A. Dara 0001, Masoud Makrehchi, Mohamed S. Kamel	Data Partitioning Evaluation Measures for Classifier Ensembles.	Multiple Classifier Systems	2005	DBLP DOI BibTeX RDF
27	Anne M. P. Canuto, Lucas de Melo Oliveira, João Carlos Xavier Jr., Araken M. Santos, Márjory C. C. Abreu	Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles.	HIS	2005	DBLP DOI BibTeX RDF
27	Andrei L. Turinsky, Robert L. Grossman	A Greedy Algorithm for Selecting Models in Ensembles.	ICDM	2004	DBLP DOI BibTeX RDF
27	Adam Schenker, Horst Bunke, Mark Last, Abraham Kandel	Building Graph-Based Classifier Ensembles by Random Node Selection.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
27	Ludmila I. Kuncheva	Classifier Ensembles for Changing Environments.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
27	Alexander P. Topchy, Behrouz Minaei-Bidgoli, Anil K. Jain 0001, William F. Punch	Adaptive Clustering Ensembles.	ICPR (1)	2004	DBLP DOI BibTeX RDF
27	Ludmila I. Kuncheva, Stefan Todorov Hadjitodorov	Using diversity in cluster ensembles.	SMC (2)	2004	DBLP DOI BibTeX RDF
27	Sotiris B. Kotsiantis, Panayiotis E. Pintelas	Bagged Voting Ensembles.	AIMSA	2004	DBLP DOI BibTeX RDF
27	Mark Goadrich, Louis Oliphant, Jude W. Shavlik	Learning Ensembles of First-Order Clauses for Recall-Precision Curves: A Case Study in Biomedical Information Extraction.	ILP	2004	DBLP DOI BibTeX RDF
27	Behrouz Minaei-Bidgoli, Alexander P. Topchy, William F. Punch	Ensembles of Partitions via Data Resampling.	ITCC (2)	2004	DBLP DOI BibTeX RDF
27	Amit Mandvikar, Huan Liu 0001, Hiroshi Motoda	Compact Dual Ensembles for Active Learning.	PAKDD	2004	DBLP DOI BibTeX RDF
27	Kurt Hornik	Cluster Ensembles.	GfKl	2004	DBLP DOI BibTeX RDF
27	Juan José Rodríguez, Carlos J. Alonso	Rotation-Based Ensembles.	CAEPIA	2003	DBLP DOI BibTeX RDF
27	Rafael Valle dos Santos, Marley M. B. R. Vellasco, Fredy Artola, Sérgio da Fontoura	Neural Net Ensembles for Lithology Recognition.	Multiple Classifier Systems	2003	DBLP DOI BibTeX RDF
27	Sung-Bae Cho, Frank E. Pollick	Toward Person Authentication with Point Light Display Using Neural Network Ensembles.	AVBPA	2003	DBLP DOI BibTeX RDF
27	Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen	Feature Selection for Ensembles: A Hierarchical Multi-Objective Genetic Algorithm Approach.	ICDAR	2003	DBLP DOI BibTeX RDF
27	M. Alex O. Vasilescu, Demetri Terzopoulos	Multilinear Analysis of Image Ensembles: TensorFaces.	ECCV (1)	2002	DBLP DOI BibTeX RDF
27	Giorgio Valentini, Francesco Masulli	Ensembles of Learning Machines.	WIRN	2002	DBLP DOI BibTeX RDF	Combining Multiple Learners, Ensemble methods
27	Hugo D. Navone, Pablo F. Verdes, Pablo M. Granitto, H. Alejandro Ceccatto	Selecting Diverse Members of Neural Network Ensembles.	SBRN	2000	DBLP DOI BibTeX RDF
27	Padraig Cunningham, John Carney	Diversity versus Quality in Classification Ensembles Based on Feature Selection.	ECML	2000	DBLP DOI BibTeX RDF
27	Yong Liu 0012, Xin Yao 0001	Towards Designing Neural Network Ensembles by Evolution.	PPSN	1998	DBLP DOI BibTeX RDF
27	Reza Ghaemi, Md. Nasir bin Sulaiman, Norwati Mustapha, Hamidah Ibrahim	Improving of Initial Clusters Fitness in Genetic Guided-Clustering Ensembles.	ITNG	2010	DBLP DOI BibTeX RDF	Fuzzy C-Mean Clustering Algorithm, Genetic Algorithm, Clustering Ensembles, Initialization Population
27	Si Chen, Gongde Guo, Lifei Chen	A New Over-Sampling Method Based on Cluster Ensembles.	AINA Workshops	2010	DBLP DOI BibTeX RDF	classification, cluster ensembles, imbalanced data sets, over-sampling
27	Deepak Chinavle, Pranam Kolari, Tim Oates 0001, Tim Finin	Ensembles in adversarial classification for spam.	CIKM	2009	DBLP DOI BibTeX RDF	adversarial classification, retraining, spam, ensembles, weblogs, nonstationarity
27	Yuhua Gu, Lawrence O. Hall, Dmitry B. Goldgof	Ant Clustering Using Ensembles of Partitions.	MCS	2009	DBLP DOI BibTeX RDF	Ant-based clustering, Clustering, Ensembles, Fuzzy c-means, NMF, Consensus clustering
27	Nithya Sambasivan, Leena Ventä, Jani Mäntyjärvi, Minna Isomursu, Jonna Häkkilä	Rhythms of non-use of device ensembles.	CHI Extended Abstracts	2009	DBLP DOI BibTeX RDF	device ensembles, non-use, social aspects of technology, urban computing
27	Davy Sannen, Hendrik Van Brussel, Marnix Nuttin	Learning Visual Quality Inspection from Multiple Humans Using Ensembles of Classifiers.	ICVS	2008	DBLP DOI BibTeX RDF	Visual quality inspection, input from multiple humans, contradictory training data, image classification, ensembles of classifiers
27	Eulanda Miranda dos Santos, Luiz S. Oliveira, Robert Sabourin, Patrick Maupin	Overfitting in the selection of classifier ensembles: a comparative study between PSO and GA.	GECCO	2008	DBLP DOI BibTeX RDF	classifier ensembles selection, GA, PSO, overfitting
27	M. Romero-Moreno, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa	Gait Recognition Based on Silhouette, Contour and Classifier Ensembles.	CIARP	2008	DBLP DOI BibTeX RDF	Computer vision, Classifier ensembles, Gait recognition
27	Gregor Buchholz, Stefan Propp	Towards Usability Evaluation for Smart Appliance Ensembles.	DSV-IS	2008	DBLP DOI BibTeX RDF	Smart Appliance Ensembles, Usability, Task Models
27	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
27	David Gondek, Thomas Hofmann	Non-redundant clustering with conditional ensembles.	KDD	2005	DBLP DOI BibTeX RDF	non-redundant clustering, cluster ensembles
27	David Pardoe, Michael S. Ryoo, Risto Miikkulainen	Evolving neural network ensembles for control problems.	GECCO	2005	DBLP DOI BibTeX RDF	genetic algorithms, neural networks, reinforcement learning, ensembles
25	Jung Hyun Bae, Achilleas Anastasopoulos	Capacity-achieving codes for finite-state channels with maximum-likelihood decoding.	IEEE J. Sel. Areas Commun.	2009	DBLP DOI BibTeX RDF
25	Carolina Saavedra, Rodrigo Salas 0001, Héctor Allende, Claudio Moraga	Fusion of Topology Preserving Neural Networks.	HAIS	2009	DBLP DOI BibTeX RDF
25	Giorgio Fumera, Fabio Roli, Alessandra Serrau	A Theoretical Analysis of Bagging as a Linear Combination of Classifiers.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF	pattern classification, Bagging, Multiple Classifier Systems, Classifier Fusion, Linear Combiners
25	Hongcheng Wang, Narendra Ahuja	A Tensor Approximation Approach to Dimensionality Reduction.	Int. J. Comput. Vis.	2008	DBLP DOI BibTeX RDF	Rank-R tensor approximation, Multilinear analysis, Object recognition, Dimensionality reduction
25	Ralf Salomon, Stefan Goldmann	AGE-P: A Platform for Open Evolution.	PPSN	2008	DBLP DOI BibTeX RDF
25	Albrecht Zimmermann	Ensemble-Trees: Leveraging Ensemble Power Inside Decision Trees.	Discovery Science	2008	DBLP DOI BibTeX RDF
25	Araken M. Santos, Anne M. P. Canuto	Investigating the influence of RePART in ensemble systems designed by boosting.	IJCNN	2008	DBLP DOI BibTeX RDF
25	Yun Sheng Chung, D. Frank Hsu, Chuan Yi Tang	On the Relationships Among Various Diversity Measures in Multiple Classifier Systems.	ISPAN	2008	DBLP DOI BibTeX RDF
25	Michel Vidal-Naquet, Manabu Tanifuji	The effective resolution of correlation filters applied to natural scenes.	CVPR	2007	DBLP DOI BibTeX RDF
25	Woonhaing Hur, Steven W. McLaughlin	Throughput improvement of incremental redundancy LDPC coded MIMO V-BLAST system.	IWCMC	2006	DBLP DOI BibTeX RDF	hybrid FEC/ARQ scheme, MIMO system, LDPC codes
25	Ricardo Ñanculef, Carlos Valle, Héctor Allende, Claudio Moraga	Ensemble Learning with Local Diversity.	ICANN (1)	2006	DBLP DOI BibTeX RDF
25	Yoav Tock, Gideon F. Inbar, Yossef Steinberg, Milos Ljubisavljevic, J. Thunberg, Uwe Windhorst, Håkan Johansson	Estimation of muscle spindle information rate by pattern matching and the effect of gamma system activity on parallel spindles.	Biol. Cybern.	2005	DBLP DOI BibTeX RDF
25	Jin Huang, Charles X. Ling	Dynamic Ensemble Re-Construction for Better Ranking.	PKDD	2005	DBLP DOI BibTeX RDF
25	Alexey Tsymbal, Padraig Cunningham, Mykola Pechenizkiy, Seppo Puuronen	Search Strategies for Ensemble Feature Selection in Medical Diagnostics.	CBMS	2003	DBLP DOI BibTeX RDF
25	Yong Liu 0012, Xin Yao 0001	Learning and Evolution by Minimization of Mutual Information.	PPSN	2002	DBLP DOI BibTeX RDF
25	Johannes Fürnkranz	Pairwise Classification as an Ensemble Technique.	ECML	2002	DBLP DOI BibTeX RDF
25	Robert C. Seacord, David A. Mundie, Somjai Boonsiri	K-BACEE: Knowledge-Based Automated Component Ensemble Evaluation.	EUROMICRO	2001	DBLP DOI BibTeX RDF
25	Bernhard Pfahringer, Geoffrey Holmes 0001, Gabi Schmidberger	Wrapping Boosters against Noise.	Australian Joint Conference on Artificial Intelligence	2001	DBLP DOI BibTeX RDF	machine learning
25	Satoshi Hada, Toshiaki Tanaka	A Relationship between One-Wayness and Correlation Intractability.	Public Key Cryptography	1999	DBLP DOI BibTeX RDF	correlation intractability, zero-knowledge, One-way functions, random oracle, interactive proofs, round complexity
25	Timothy Pritchett, Mithuna Thottethodi	SieveStore: a highly-selective, ensemble-level disk cache for cost-performance.	ISCA	2010	DBLP DOI BibTeX RDF	selective allocation, storage ensembles, flash memory, storage, solid state disks, disk cache
25	Fernanda L. Minku, Hirotaka Inoue, Xin Yao 0001	Negative correlation in incremental learning.	Nat. Comput.	2009	DBLP DOI BibTeX RDF	Self-generating neural tree, Self-organising neural grove, Classification, Incremental learning, Multi-layer perceptrons, Neural network ensembles, Negative correlation learning
25	Yasmina Andreu, Ramón Alberto Mollineda	On the Complementarity of Face Parts for Gender Recognition.	CIARP	2008	DBLP DOI BibTeX RDF	Face image analysis, Classifier ensembles, Gender recognition