Search results for "ensembles"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
18	Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo	New Results on Ensembles of Multilayer Feedforward.	ICANN (2)	2005	DBLP DOI BibTeX RDF
18	Xuanfu Wu, Zhengxin Chen	Toward dynamic ensembles: the BAGA approach.	AICCSA	2005	DBLP DOI BibTeX RDF
18	Alberto Bertoni, Giorgio Valentini	Ensembles Based on Random Projections to Improve the Accuracy of Clustering Algorithms.	WIRN/NAIS	2005	DBLP DOI BibTeX RDF
18	Bill N. Schilit, Uttam Sengupta	Device Ensembles.	Computer	2004	DBLP DOI BibTeX RDF
18	Giorgio Valentini	Random Aggregated and Bagged Ensembles of SVMs: An Empirical Bias?Variance Analysis.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
18	Hanan Ayad, Otman A. Basir, Mohamed Kamel	A Probabilistic Model Using Information Theoretic Measures for Cluster Ensembles.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
18	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
18	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
18	Simon M. Lucas, Tzu-Kuo Huang	Sequence Recognition with Scanning N-Tuple Ensembles.	ICPR (3)	2004	DBLP DOI BibTeX RDF
18	Steven Chu-Hong Hoi, Michael R. Lyu	Group-based Relevance Feedback with Support Vector Machine Ensembles.	ICPR (3)	2004	DBLP DOI BibTeX RDF
18	Huan Liu, Amit Mandvikar, Jigar Mody	An Empirical Study of Building Compact Ensembles.	WAIM	2004	DBLP DOI BibTeX RDF
18	Mercedes Fernández-Redondo, Carlos Hernández-Espinosa, Joaquín Torres-Sospedra	Classification by Multilayer Feedforward Ensembles.	ISNN (1)	2004	DBLP DOI BibTeX RDF
18	Kyungmi Lee, Vladimir Estivill-Castro	Classification Ensembles for Shaft Test Data: Empirical Evaluation.	HIS	2004	DBLP DOI BibTeX RDF
18	Ioannis P. Ivrissimtzis, Yunjin Lee, Seungyong Lee 0001, Won-Ki Jeong, Hans-Peter Seidel	Neural Mesh Ensembles.	3DPVT	2004	DBLP DOI BibTeX RDF
18	Eibe Frank, Stefan Kramer 0001	Ensembles of nested dichotomies for multi-class problems.	ICML	2004	DBLP DOI BibTeX RDF
18	Efstathios Stamatatos, Ergina Kavallieratou	Music Performer Verification Based on Learning Ensembles.	SETN	2004	DBLP DOI BibTeX RDF
18	Mercedes Fernández-Redondo, Carlos Hernández-Espinosa, Joaquín Torres-Sospedra	Multilayer Feedforward Ensembles for Classification Problems.	ICONIP	2004	DBLP DOI BibTeX RDF
18	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
18	Ludmila Kuncheva	That Elusive Diversity in Classifier Ensembles.	IbPRIA	2003	DBLP DOI BibTeX RDF
18	Robert E. Banfield, Lawrence O. Hall, Kevin W. Bowyer, W. Philip Kegelmeyer	A New Ensemble Diversity Measure Applied to Thinning Ensembles.	Multiple Classifier Systems	2003	DBLP DOI BibTeX RDF
18	Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana	Beam Search Extraction and Forgetting Strategies on Shared Ensembles.	Multiple Classifier Systems	2003	DBLP DOI BibTeX RDF	Randomisation, Decision Trees, Ensemble Methods, Search Space, Beam Search
18	Zhi-Hua Zhou, Min-Ling Zhang	Ensembles of Multi-instance Learners.	ECML	2003	DBLP DOI BibTeX RDF
18	Hussein A. Abbass	Pareto Neuro-Ensembles.	Australian Conference on Artificial Intelligence	2003	DBLP DOI BibTeX RDF
18	Giorgio Valentini, Thomas G. Dietterich	Bias-Variance Analysis and Ensembles of SVM.	Multiple Classifier Systems	2002	DBLP DOI BibTeX RDF
18	Terry Windeatt, Gholamreza Ardeshir	Tree Pruning for Output Coded Ensembles.	ICPR (2)	2002	DBLP DOI BibTeX RDF
18	Bart Bakker, Tom Heskes	Model Clustering for Neural Network Ensembles.	ICANN	2002	DBLP DOI BibTeX RDF
18	S. Vasupongayya, René S. Renner, Benjoe A. Juliano	Model Generation of Neural Network Ensembles Using Two-Level Cross-Validation.	International Conference on Computational Science (2)	2001	DBLP DOI BibTeX RDF
18	Song Chun Zhu, Xiuwen Liu, Ying Nian Wu	Exploring Texture Ensembles by Efficient Markov Chain Monte Carlo-Toward a 'Trichromacy' Theory of Texture.	IEEE Trans. Pattern Anal. Mach. Intell.	2000	DBLP DOI BibTeX RDF	Gibbs ensemble, Julesz ensemble, texture synthesis, Markov chain Monte Carlo, texture modeling
18	Srinivas Gutta, Harry Wechsler	Network Ensembles for Facial Analysis Tasks.	IJCNN (3)	2000	DBLP DOI BibTeX RDF
18	Ying Nian Wu, Song Chun Zhu, Xiuwen Liu	Equivalence of Julesz and Gibbs Texture Ensembles.	ICCV	1999	DBLP DOI BibTeX RDF
18	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
18	Lars Kai Hansen, Peter Salamon	Neural Network Ensembles.	IEEE Trans. Pattern Anal. Mach. Intell.	1990	DBLP DOI BibTeX RDF	crossvalidation, residual generalization error, neural networks, performance, classification, pattern recognition, pattern recognition, training, neural nets, learning systems
17	Katya Vladislavleva, Kalyan Veeramachaneni, Matt Burland, Jason Parcon, Una-May O'Reilly	Knowledge mining with genetic programming methods for variable selection in flavor design.	GECCO	2010	DBLP DOI BibTeX RDF	ensemble modeling, genetic programming, symbolic regression, variable selection, pareto, sensory data
17	James T. Albrecht, Cy P. Chan, Alan Edelman	Sturm Sequences and Random Eigenvalue Distributions.	Found. Comput. Math.	2009	DBLP DOI BibTeX RDF	Mathematics Subject Classification (2000) 15A52, 15A90, 15A18
17	Mahadevan Ganesh, Stuart C. Hawkins	A high-order algorithm for multiple electromagnetic scattering in three dimensions.	Numer. Algorithms	2009	DBLP DOI BibTeX RDF	Mathematics Subject Classifications (2000) 65R20, 65N35
17	Md. Monirul Islam, Xin Yao 0001, S. M. Shahriar Nirjon, Muhammad Asiful Islam, Kazuyuki Murase	Bagging and Boosting Negatively Correlated Neural Networks.	IEEE Trans. Syst. Man Cybern. Part B	2008	DBLP DOI BibTeX RDF
17	Yao-Joe Joseph Yang, Chi-Wei Kuo	Generating Scalable and Modular Macromodels for Microchannels Using the Galerkin-Based Technique.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2008	DBLP DOI BibTeX RDF
17	Fabio Fagnani	Performance of Parallel Concatenated Coding Schemes.	IEEE Trans. Inf. Theory	2008	DBLP DOI BibTeX RDF
17	Jeffrey W. Sanders, Graeme Smith 0001	Formal Ensemble Engineering.	Software-Intensive Systems and New Computing Paradigms	2008	DBLP DOI BibTeX RDF
17	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
17	Christopher Moretti, Karsten Steinhaeuser, Douglas Thain, Nitesh V. Chawla	Scaling up Classifiers to Cloud Computers.	ICDM	2008	DBLP DOI BibTeX RDF
17	Shenglan Ben, Guangda Su, Youshou Wu	A Two-Step Selective Region Ensemble for Facial Age Estimation.	ICIC (2)	2008	DBLP DOI BibTeX RDF	region selection, age range, age estimation, selective ensemble, facial image
17	Ludwig Lausser, Malte Buchholz, Hans A. Kestler	Boosting Threshold Classifiers for High- Dimensional Data in Functional Genomics.	ANNPR	2008	DBLP DOI BibTeX RDF
17	Michael Eichberg, Sven Kloppenburg, Karl Klose, Mira Mezini	Defining and continuous checking of structural program dependencies.	ICSE	2008	DBLP DOI BibTeX RDF	continuous checking, controlling program dependencies, static analysis, datalog
17	Jeffrey L. Tilson, Mark S. C. Reed, Robert J. Fowler	Workflows for performance evaluation and tuning.	CLUSTER	2008	DBLP DOI BibTeX RDF
17	Eibe Frank, Mark A. Hall	Additive Regression Applied to a Large-Scale Collaborative Filtering Problem.	Australasian Conference on Artificial Intelligence	2008	DBLP DOI BibTeX RDF
17	Igal Sason, Gil Wiechman	On Achievable Rates and Complexity of LDPC Codes Over Parallel Channels: Bounds and Applications.	IEEE Trans. Inf. Theory	2007	DBLP DOI BibTeX RDF
17	Igal Sason, Idan Goldenberg	Coding for Parallel Channels: Gallager Bounds and Applications to Turbo-Like Codes.	IEEE Trans. Inf. Theory	2007	DBLP DOI BibTeX RDF
17	Brian T. Kirby, Burak Aksak, Jason Campbell, James F. Hoburg, Todd C. Mowry, Padmanabhan Pillai, Seth Copen Goldstein	A modular robotic system using magnetic force effectors.	IROS	2007	DBLP DOI BibTeX RDF
17	Fei Xiong, Chris Bailey-Kellogg	A Hierarchical Grow-and-Match Algorithm for Backbone Resonance Assignments Given 3D Structure.	BIBE	2007	DBLP DOI BibTeX RDF
17	Shiliang Sun	An Improved Random Subspace Method and Its Application to EEG Signal Classification.	MCS	2007	DBLP DOI BibTeX RDF	ensemble diversity, ensemble learning, random subspace, EEG signal classification
17	M. Alex O. Vasilescu, Demetri Terzopoulos	Multilinear (Tensor) ICA and Dimensionality Reduction.	ICA	2007	DBLP DOI BibTeX RDF
17	Bogdan Vrusias, Leonidas Vomvoridis, Lee Gillam	Distributing SOM Ensemble Training using Grid Middleware.	IJCNN	2007	DBLP DOI BibTeX RDF
17	Jia Tang, Xiaoqin Zeng, Lei Lu	Ensemble Learning Based on the Output Sensitivity of Multilayer Perceptrons.	IJCNN	2007	DBLP DOI BibTeX RDF
17	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
17	Joaquín Torres-Sospedra, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo	Stacking MF Networks to Combine the Outputs Provided by RBF Networks.	ICANN (1)	2007	DBLP DOI BibTeX RDF
17	Todd W. Troyer	Factors affecting phase synchronization in integrate-and-fire oscillators.	J. Comput. Neurosci.	2006	DBLP DOI BibTeX RDF	Exponential integrate-and-fire, Population density, Synchrony, Phase response curve
17	Ruoheng Liu, Predrag Spasojevic, Emina Soljanin	Reliable channel regions for good binary codes transmitted over parallel channels.	IEEE Trans. Inf. Theory	2006	DBLP DOI BibTeX RDF
17	Hossein Pishro-Nik, Faramarz Fekri	Performance of low-density parity-check codes with linear minimum distance.	IEEE Trans. Inf. Theory	2006	DBLP DOI BibTeX RDF
17	Ronald L. Graham, Jeffrey C. Lagarias, Colin L. Mallows, Allan R. Wilks, Catherine H. Yan	Apollonian Circle Packings: Geometry and Group Theory III. Higher Dimensions.	Discret. Comput. Geom.	2006	DBLP DOI BibTeX RDF
17	Rich Caruana, Art Munson, Alexandru Niculescu-Mizil	Getting the Most Out of Ensemble Selection.	ICDM	2006	DBLP DOI BibTeX RDF
17	Sotiris B. Kotsiantis, Dimitris Kanellopoulos, Ioannis D. Zaharakis	Bagged Averaging of Regression Models.	AIAI	2006	DBLP DOI BibTeX RDF
17	Héla Zouari, Laurent Heutte, Yves Lecourtier	Experimental Comparison of Combination Rules using Simulated Data.	ICPR (3)	2006	DBLP DOI BibTeX RDF
17	Cristian Bucila, Rich Caruana, Alexandru Niculescu-Mizil	Model compression.	KDD	2006	DBLP DOI BibTeX RDF	model compression, supervised learning
17	S. Kashif Sadiq, Stefan J. Zasada, Peter V. Coveney	Grid Assisted Ensemble Molecular Dynamics Simulations of HIV-1 Proteases Reveal Novel Conformations of the Inhibitor Saquinavir.	CompLife	2006	DBLP DOI BibTeX RDF
17	Yong Wang, Hong-Jie Xing	Knowledge Discovery and Integration Based on A Novel Neural Network Ensemble Model.	SKG	2006	DBLP DOI BibTeX RDF
17	An Zeng, Dan Pan 0001, Jian-bin He, Qi Lun Zheng, Yongquan Yu	A Rule Sets Ensemble for Predicting MHC II-Binding Peptides.	IEA/AIE	2006	DBLP DOI BibTeX RDF
17	Huilan Luo, Fansheng Kong, Yixiao Li	Combining Multiple Clusterings Via k-Modes Algorithm.	ADMA	2006	DBLP DOI BibTeX RDF
17	Francisco Moreno-Seco, José Manuel Iñesta Quereda, Pedro J. Ponce de León, Luisa Micó	Comparison of Classifier Fusion Methods for Classification in Pattern Recognition Tasks.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
17	Zhi-Hua Zhou, Yang Yu 0001	Ensembling local learners ThroughMultimodal perturbation.	IEEE Trans. Syst. Man Cybern. Part B	2005	DBLP DOI BibTeX RDF
17	Andrea Montanari	Tight Bounds for LDPC and LDGM Codes Under MAP Decoding.	IEEE Trans. Inf. Theory	2005	DBLP DOI BibTeX RDF
17	Burak Aksak, Preethi Srinivas Bhat, Jason Campbell, Michael DeRosa, Stanislav Funiak, Phillip B. Gibbons, Seth Copen Goldstein, Carlos Guestrin, Ashish Gupta 0003, Casey Helfrich, James F. Hoburg, Brian T. Kirby, James Kuffner, Peter Lee 0001, Todd C. Mowry, Padmanabhan Pillai, Ram Ravichandran, Benjamin D. Rister, Srinivasan Seshan, Metin Sitti, Haifeng Yu	Claytronics: highly scalable communications, sensing, and actuation networks.	SenSys	2005	DBLP DOI BibTeX RDF	collective actuation, distributed planning and coordination, distributed sensor fusion, dynamic physical rendering, modular reconfigurable robotics, programmable matter, telepresence
17	Gavin Brown 0001, Jeremy L. Wyatt, Ping Sun	Between Two Extremes: Examining Decompositions of the Ensemble Objective Function.	Multiple Classifier Systems	2005	DBLP DOI BibTeX RDF
17	M. Alex O. Vasilescu, Demetri Terzopoulos	Multilinear Independent Components Analysis.	CVPR (1)	2005	DBLP DOI BibTeX RDF
17	Tomasz Arodz	Margin-based Diversity Measures for Ensemble Classifiers.	CORES	2005	DBLP DOI BibTeX RDF
17	Stefania Sesia, Giuseppe Caire, Guillaume Vivier	Incremental redundancy hybrid ARQ schemes based on low-density parity-check codes.	IEEE Trans. Commun.	2004	DBLP DOI BibTeX RDF
17	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
17	Guillaume Tremblay, Robert Sabourin, Patrick Maupin	Optimizing Nearest Neighbour in Random Subspaces using a Multi-Objective Genetic Algorithm.	ICPR (1)	2004	DBLP DOI BibTeX RDF
17	Petra Povalej, Mitja Lenic, Gregor Stiglic, Tatjana Welzer, Peter Kokol	Improving Classification Accuracy Using Cellular Automata.	KES	2004	DBLP DOI BibTeX RDF
17	Yuequan Luo, Guangda Su	A Fast Method of Lighting Estimate Using Multi-linear Algebra.	SINOBIOMETRICS	2004	DBLP DOI BibTeX RDF	Lighting estimate, multi-linear algebra
17	Huma Lodhi, Stephen H. Muggleton	Modelling Metabolic Pathways Using Stochastic Logic Programs-Based Ensemble Methods.	CMSB	2004	DBLP DOI BibTeX RDF
17	Rich Caruana, Alexandru Niculescu-Mizil, Geoff Crew, Alex Ksikes	Ensemble selection from libraries of models.	ICML	2004	DBLP DOI BibTeX RDF
17	Peter Kokol, Petra Povalej, Mitja Lenic, Gregor Stiglic	Building Classifier Cellular Automata.	ACRI	2004	DBLP DOI BibTeX RDF
17	Kosuke Imamura, Terence Soule, Robert B. Heckendorn, James A. Foster	Behavioral Diversity and a Probabilistically Optimal GP Ensemble.	Genet. Program. Evolvable Mach.	2003	DBLP DOI BibTeX RDF	classification, diversity, ensemble, N-version programming
17	Stefan W. Christensen	Ensemble Construction via Designed Output Distortion.	Multiple Classifier Systems	2003	DBLP DOI BibTeX RDF
17	Zhi-Hua Zhou, Wei Tang	Selective Ensemble of Decision Trees.	RSFDGrC	2003	DBLP DOI BibTeX RDF
17	Marco Grimaldi, Padraig Cunningham, Anil C. Kokaram	A Wavelet Packet representation of audio signals for music genre classification using different ensemble and feature selection techniques.	Multimedia Information Retrieval	2003	DBLP DOI BibTeX RDF	features selection, music information retrieval, Wavelet analysis, ensemble techniques
17	Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho	Human Splice Site Identification with Multiclass Support Vector Machines and Bagging.	ICANN	2003	DBLP DOI BibTeX RDF
17	Robert Wall, Padraig Cunningham, Paul Walsh	Explaining Predictions from a Neural Network Ensemble One at a Time.	PKDD	2002	DBLP DOI BibTeX RDF
17	Hyun-Chul Kim, Shaoning Pang, Hong-Mo Je, Daijin Kim 0001, Sung Yang Bang	Support Vector Machine Ensemble with Bagging.	SVM	2002	DBLP DOI BibTeX RDF
17	Padraig Cunningham, Gabriele Zenobi	Case Representation Issues for Case-Based Reasoning from Ensemble Research.	ICCBR	2001	DBLP DOI BibTeX RDF
17	Francesco Masulli, Giorgio Valentini	Dependence among Codeword Bits Errors in ECOC Learning Machines: An Experimental Analysis.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
17	Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal	Ensemble Feature Selection Based on the Contextual Merit.	DaWaK	2001	DBLP DOI BibTeX RDF
17	Seppo Puuronen, Alexey Tsymbal, Iryna Skrypnyk	Correlation-Based and Contextual Merit-Based Ensemble Feature Selection.	IDA	2001	DBLP DOI BibTeX RDF
17	Viktor K. Jirsa, Kelly J. Jantzen, Armin Fuchs, J. A. Scott Kelso	Neural Field Dynamics on the Folded Three-Dimensional Cortical Sheet and Its Forward EEG and MEG.	IPMI	2001	DBLP DOI BibTeX RDF
17	Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal	Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics.	ADBIS	2001	DBLP DOI BibTeX RDF
17	David Horn, Ury Naftaly, Nathan Intrator	Large Ensemble Averaging.	Neural Networks: Tricks of the Trade	1996	DBLP DOI BibTeX RDF
17	Dennis de Champeaux	Object-Oriented Analysis and Top-Down Software Development.	ECOOP	1991	DBLP DOI BibTeX RDF	OO-Analysis, ensemble, top-down
17	Gail A. Alverson, William G. Griswold, David Notkin, Lawrence Snyder	A flexible communication abstraction for nonshared memory parallel computing.	SC	1990	DBLP DOI BibTeX RDF
16	Grigorios Tsoumakas, Ioannis Katakis 0001, Ioannis P. Vlahavas	Random k-Labelsets for Multilabel Classification.	IEEE Trans. Knowl. Data Eng.	2011	DBLP DOI BibTeX RDF	labelset, classification, Categorization, ensembles, multilabel