Search results for "Model-based clustering"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Shuai Zhang, Sally I. McClean, Bryan W. Scotney	Knowledge Discovery from Semantically Heterogeneous Aggregate Databases Using Model-Based Clustering.	BNCOD	2007	DBLP DOI BibTeX RDF	Semantically heterogeneous databases, EM algorithm, Model-based clustering
3	Hui Li, Michael Muskulus, Lex Wolters	Modeling correlated workloads by combining model based clustering and a localized sampling algorithm.	ICS	2007	DBLP DOI BibTeX RDF	localized sampling, autocorrelation, workload modeling, model based clustering
3	Jianzhong Chen, Mary Shapcott, Sally I. McClean, Kenneth Adamson	Hierarchical model-based clustering of relational data with aggregates.	SAC	2004	DBLP DOI BibTeX RDF	hierarchical model-based clustering, aggregates
3	Fang-Xiang Wu, Wen-Jun Zhang, Anthony J. Kusalik	Model-Based Clustering with Genes Expression Dynamics for Time-Course Gene Expression Data.	BIBE	2004	DBLP DOI BibTeX RDF	Markov Chain models (MCM), gene expression dynamics, average adjusted Rand index (AARI), model-based clustering
3	Jeremy Tantrum, Alejandro Murua, Werner Stuetzle	Assessment and pruning of hierarchical model based clustering.	KDD	2003	DBLP DOI BibTeX RDF	nonparametric clustering, density estimation, model-based clustering, unimodality
3	Jeremy Tantrum, Alejandro Murua, Werner Stuetzle	Hierarchical model-based clustering of large datasets through fractionation and refractionation.	KDD	2002	DBLP DOI BibTeX RDF	refractionation, model-based clustering, fractionation
2	Dimitris Karlis, Anais Santourian	Model-based clustering with non-elliptically contoured distributions.	Statistics and Computing	2009	DBLP DOI BibTeX RDF	Normal inverse Gaussian distribution, Scale normal mixtures, EM-algorithm, Heavy tailed distributions
2	Wilson Toussile, Elisabeth Gassiat	Variable selection in model-based clustering using multilocus genotype data.	Adv. Data Analysis and Classification	2009	DBLP DOI BibTeX RDF	Mathematics Subject Classification (2000) 62H30
2	Yuanyuan Xiao, Mark R. Segal, E. Andres Houseman, Joseph Wiemels, John Wiencke, Shichun Zheng, Margaret R. Wrensch, Brock C. Christensen, Carmen J. Marsit, Karl Kelsey, Heather H. Nelson, Margaret R. Karagas, Ru-Fang Yeh	Analysis of High-throughput DNA Methylation Bead Arrays Utilizing Bayesian Genotyping Algorithms.	BMEI	2008	DBLP DOI BibTeX RDF	Illumina bead array, model-based clustering, bayesian algorithm, methylation
2	Chandan K. Reddy, Hsiao-Dong Chiang, Bala Rajaratnam	TRUST-TECH-Based Expectation Maximization for Learning Finite Mixture Models.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF	stability regions, unsupervised learning, dynamical systems, expectation maximization, model-based clustering, finite mixture models
2	Bilal Al Momani, Sally I. McClean, Philip J. Morrow	Incorporating Knowledge into Unsupervised Model-Based Clustering for Satellite Images.	AICCSA	2007	DBLP DOI BibTeX RDF
2	Chandan K. Reddy, Hsiao-Dong Chiang, Bala Rajaratnam	Stability Region Based Expectation Maximization for Model-based Clustering.	ICDM	2006	DBLP DOI BibTeX RDF
2	Bohyung Han, Larry S. Davis	Semi-Parametric Model-Based Clustering for DNA Microarray Data.	ICPR	2006	DBLP DOI BibTeX RDF
2	Michael Hirsch, Allan Tucker, Stephen Swift, Nigel J. Martin, Christine A. Orengo, Paul Kellam, Xiaohui Liu	Improved Robustness in Time Series Analysis of Gene Expression Data by Polynomial Model Based Clustering.	CompLife	2006	DBLP DOI BibTeX RDF
2	Sayan D. Pathak, Christopher Lau, Lydia Ng, Leonard Kuan, Andrew Sodt, Reena Kawal, Michael Hawrylycz	Mouse brain gene expression analysis using model based clustering.	ISBI	2006	DBLP DOI BibTeX RDF
2	José G. Dias	Model Selection Criteria for Model-Based Clustering of Categorical Time Series Data: A Monte Carlo Study.	GfKl	2006	DBLP DOI BibTeX RDF
2	Shi Zhong	Semi-supervised model-based document clustering: A comparative study.	Machine Learning	2006	DBLP DOI BibTeX RDF	Seeded clustering, Clustering with feedback, Semi-supervised clustering, Model-based clustering, Deterministic annealing, Constrained clustering
2	Hans-Peter Kriegel, Peer Kröger, Alexey Pryakhin, Matthias Schubert	Effective and Efficient Distributed Model-Based Clustering.	ICDM	2005	DBLP DOI BibTeX RDF
2	Sally I. McClean, Malcolm J. Faddy, Peter H. Millard	Markov Model-Based Clustering for Efficient Patient Care.	CBMS	2005	DBLP DOI BibTeX RDF
2	Krzysztof Jajuga, Daniel Papla	Copula Functions in Model Based Clustering.	GfKl	2005	DBLP DOI BibTeX RDF
2	Ron Wehrens, Lutgarde M. C. Buydens, Chris Fraley, Adrian E. Raftery	Model-Based Clustering for Image Segmentation and Large Datasets via Sampling.	J. Classification	2004	DBLP DOI BibTeX RDF
2	Igor V. Cadez, David Heckerman, Christopher Meek, Padhraic Smyth, Steven White	Model-Based Clustering and Visualization of Navigation Patterns on a Web Site.	Data Min. Knowl. Discov.	2003	DBLP DOI BibTeX RDF	Internet, web, data visualization, model-based clustering, sequence clustering
2	Chris Fraley, Adrian E. Raftery	Enhanced Model-Based Clustering, Density Estimation, and Discriminant Analysis Software: MCLUST.	J. Classification	2003	DBLP DOI BibTeX RDF
2	Huidong Jin, Man Leung Wong, Kwong-Sak Leung	Scalable Model-based Clustering by Working on Data Summaries.	ICDM	2003	DBLP DOI BibTeX RDF
2	Yifei Xue, Donald E. Brown	Decision Based Spatial Analysis of Crime.	ISI	2003	DBLP DOI BibTeX RDF	Spatial choice, preference specification, feature selection, model-based clustering
2	Tom Burr, James R. Gattiker, Gregory S. LaBerge	Genetic Subtyping using Cluster Analysis.	SIGKDD Explorations	2001	DBLP DOI BibTeX RDF	DNA sequence analysis, phylogenetic trees, model-based clustering, HIV, influenza
2	Igor V. Cadez, David Heckerman, Christopher Meek, Padhraic Smyth, Steven White	Visualization of navigation patterns on a Web site using model-based clustering.	KDD	2000	DBLP DOI BibTeX RDF	Internet, Internet, Web, data visualization, model-based clustering, sequence clustering
2	Derek C. Stanford, Adrian E. Raftery	Finding Curvilinear Features in Spatial Point Patterns: Principal Curve Clustering with Noise.	IEEE Trans. Pattern Anal. Mach. Intell.	2000	DBLP DOI BibTeX RDF	CEM algorithm, spatial point process, visual defect metrology, EM algorithm, smoothing, Hough transform, model-based clustering, earthquake, BIC, Bayes factor
1	Volodymyr Melnykov	Efficient estimation in model-based clustering of Gaussian regression time series.	Statistical Analysis and Data Mining	2012	DBLP DOI BibTeX RDF
1	Charles Bouveyron, Camille Brunet	Simultaneous model-based clustering and visualization in the Fisher discriminative subspace.	Statistics and Computing	2012	DBLP DOI BibTeX RDF
1	A. Ciampi, H. Campbell, A. Dyachenko, B. Rich, J. McCusker, M. G. Cole	Model-Based Clustering of Longitudinal Data: Application to Modeling Disease Course and Gene Expression Trajectories.	Communications in Statistics - Simulation and Computation	2012	DBLP DOI BibTeX RDF
1	Christian Aßmann, Jens Boysen-Hogrefe	A Bayesian approach to model-based clustering for binary panel probit models.	Computational Statistics & Data Analysis	2011	DBLP DOI BibTeX RDF
1	Binhua Tang, Sushing Chen, Victor X. Jin	Integrative identification of core genetic regulatory modules via a structural model-based clustering method.	I. J. Computational Biology and Drug Design	2011	DBLP DOI BibTeX RDF
1	Wei-Chen Chen, Ranjan Maitra	Model-based clustering of regression time series data via APECM - an AECM algorithm sung to an even faster beat.	Statistical Analysis and Data Mining	2011	DBLP DOI BibTeX RDF
1	Luis Angel García-Escudero, Alfonso Gordaliza, Carlos Matrán, Agustín Mayo-Iscar	Exploring the number of groups in robust model-based clustering.	Statistics and Computing	2011	DBLP DOI BibTeX RDF
1	Sylvia Frühwirth-Schnatter	Panel data analysis: a survey on model-based clustering of time series.	Adv. Data Analysis and Classification	2011	DBLP DOI BibTeX RDF
1	Allou Samé, Faicel Chamroukhi, Gérard Govaert, Patrice Aknin	Model-based clustering and segmentation of time series with changes in regime.	Adv. Data Analysis and Classification	2011	DBLP DOI BibTeX RDF
1	Charles Bouveyron, Julien Jacques	Model-based clustering of time series in group-specific functional subspaces.	Adv. Data Analysis and Classification	2011	DBLP DOI BibTeX RDF
1	Nguyen Duc Thang, Lihui Chen, Chee Keong Chan	Robust mixture model-based clustering with genetic algorithm approach.	Intell. Data Anal.	2011	DBLP DOI BibTeX RDF
1	Vasileios Karavasilis, Konstantinos Blekas, Christophoros Nikou	Motion Segmentation by Model-Based Clustering of Incomplete Trajectories.	ECML/PKDD	2011	DBLP DOI BibTeX RDF
1	Ludwig M. Busse, Joachim M. Buhmann	Model-Based Clustering of Inhomogeneous Paired Comparison Data.	SIMBAD	2011	DBLP DOI BibTeX RDF
1	Sally I. McClean, Lalit Garg, Priyanka Chaurasia, Bryan W. Scotney, Chris D. Nugent	Using model-based clustering to discretise duration information for activity recognition.	CBMS	2011	DBLP DOI BibTeX RDF
1	Mirwais Tanai, Jongwan Kim, Joong Hyuk Chang	Model-Based Clustering Analysis of Student Data.	ICHIT	2011	DBLP DOI BibTeX RDF
1	Faicel Chamroukhi, Allou Samé, Patrice Aknin, Gérard Govaert	Model-based clustering with Hidden Markov Model regression for time series with regime changes.	IJCNN	2011	DBLP DOI BibTeX RDF
1	Yoon Soo Pyon, Matthew Hayes, Jing Li	Model based clustering approach for identifying structural variation using next generation sequencing data.	ICCABS	2011	DBLP DOI BibTeX RDF
1	Paul David McNicholas, Thomas Brendan Murphy, A. F. McDaid, D. Frost	Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models.	Computational Statistics & Data Analysis	2010	DBLP DOI BibTeX RDF
1	Mete Yeginer, Yasemin P. Kahya	Probing the existence of medium pulmonary crackles via model-based clustering.	Comp. in Bio. and Med.	2010	DBLP DOI BibTeX RDF
1	Paul David McNicholas, Thomas Brendan Murphy	Model-based clustering of microarray expression data via latent Gaussian mixture models.	Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Luca Scrucca	Dimension reduction for model-based clustering.	Statistics and Computing	2010	DBLP DOI BibTeX RDF
1	Cinzia Viroli	Dimensionally Reduced Model-Based Clustering Through Mixtures of Factor Mixture Analyzers.	J. Classification	2010	DBLP DOI BibTeX RDF
1	Arindam Banerjee, Hanhuai Shan	Model-Based Clustering.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Keansub Lee, Daniel P. W. Ellis, Alexander C. Loui	Detecting local semantic concepts in environmental sounds using Markov model based clustering.	ICASSP	2010	DBLP DOI BibTeX RDF
1	Leonard K. M. Poon, Nevin Lianwen Zhang, Tao Chen, Yi Wang	Variable Selection in Model-Based Clustering: To Do or To Facilitate.	ICML	2010	DBLP BibTeX RDF
1	Younghwan Namkoong, Yongsung Joo, Douglas D. Dankel II	Partitioning Features for Model-based Clustering using Reversible Jump MCMC Technique.	FLAIRS Conference	2010	DBLP BibTeX RDF
1	Younghwan Namkoong, Yongsung Joo, Douglas D. Dankel II	Feature Subset-Wise Mixture Model-Based Clustering via Local Search Algorithm.	Canadian Conference on AI	2010	DBLP DOI BibTeX RDF
1	Jangsun Baek, Geoffrey J. McLachlan, Lloyd K. Flack	Mixtures of Factor Analyzers with Common Factor Loadings: Applications to the Clustering and Visualization of High-Dimensional Data.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	Normal mixture models, mixtures of factor analyzers, common factor loadings, model-based clustering
1	Jeffrey W. Heath, Michael C. Fu, Wolfgang Jank	New global optimization algorithms for model-based clustering.	Computational Statistics & Data Analysis	2009	DBLP DOI BibTeX RDF
1	Cathy Maugis, Gilles Celeux, Marie-Laure Martin-Magniette	Variable selection in model-based clustering: A general variable role modeling.	Computational Statistics & Data Analysis	2009	DBLP DOI BibTeX RDF
1	Sohrab P. Shah, K-John Cheung Jr., Nathalie A. Johnson, Guillaume Alain, Randy D. Gascoyne, Douglas E. Horsman, Raymond T. Ng, Kevin P. Murphy	Model-based clustering of array CGH data.	Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Shih-Sian Cheng, Hsin-Chia Fu, Hsin-Min Wang	Model-Based Clustering by Probabilistic Self-Organizing Maps.	IEEE Transactions on Neural Networks	2009	DBLP DOI BibTeX RDF
1	Hugo Zanghi, Franck Picard, Vincent Miele, Christophe Ambroise	Strategies for Online Inference of Model-Based Clustering in large Networks	CoRR	2009	DBLP BibTeX RDF
1	Fionn Murtagh	The Remarkable Simplicity of Very High Dimensional Data: Application of Model-Based Clustering.	J. Classification	2009	DBLP DOI BibTeX RDF
1	S. Chandrakala, C. Chandra Sekhar	Model Based Clustering of Audio Clips Using Gaussian Mixture Models.	ICAPR	2009	DBLP DOI BibTeX RDF
1	Cláudia M. V. Silvestre, Margarida M. G. Cardoso, Mário A. T. Figueiredo	Selecting Categorical Features in Model-based Clustering.	KDIR	2009	DBLP BibTeX RDF
1	Hyunju Kim, Adanna Ezeala, Youngser Park	Analysis of Participants' Roles in Open Source Software Communities with Model-Based Clustering.	Software Engineering Research and Practice	2009	DBLP BibTeX RDF
1	Matthieu Vignes, Florence Forbes	Gene Clustering via Integrated Markov Models Combining Individual and Pairwise Features.	IEEE/ACM Trans. Comput. Biology Bioinform.	2009	DBLP DOI BibTeX RDF	Markov random fields, gene expression, model-based clustering, metabolic networks
1	Shin Ando, Einoshin Suzuki	Detection of unique temporal segments by information theoretic meta-clustering.	KDD	2009	DBLP DOI BibTeX RDF	information-theoretic meta-clustering, temporal data mining
1	Tianming Hu, Ji Ouyang, Chao Qu, Chuanren Liu	Initialization of the Neighborhood EM Algorithm for Spatial Clustering.	ADMA	2009	DBLP DOI BibTeX RDF	Neighborhood Expectation-Maximization, Initialization, Spatial Clustering
1	Keith Harris, Lisa McMillan, Mark A. Girolami	Inferring Meta-covariates in Classification.	PRIB	2009	DBLP DOI BibTeX RDF	clustering, classification, EM algorithm, Gene selection, Gene Ontology
1	Rolando De la Cruz-Mesía, Fernando A. Quintana, Guillermo Marshall	Model-based clustering for longitudinal data.	Computational Statistics & Data Analysis	2008	DBLP DOI BibTeX RDF
1	E. Andres Houseman, Brock C. Christensen, Ru-Fang Yeh, Carmen J. Marsit, Margaret R. Karagas, Margaret R. Wrensch, Heather H. Nelson, Joseph Wiemels, Shichun Zheng, John Wiencke, Karl Kelsey	Model-based clustering of DNA methylation array data: a recursive-partitioning algorithm for high-dimensional data arising as a mixture of beta distributions.	BMC Bioinformatics	2008	DBLP DOI BibTeX RDF
1	Anagha Joshi, Yves Van de Peer, Tom Michoel	Analysis of a Gibbs sampler method for model-based clustering of gene expression data.	Bioinformatics	2008	DBLP DOI BibTeX RDF
1	Tao Yuan, Way Kuo	Spatial defect pattern recognition on semiconductor wafers using model-based clustering and Bayesian inference.	European Journal of Operational Research	2008	DBLP DOI BibTeX RDF
1	Davide Bacciu, Elia Biganzoli, Paulo J. G. Lisboa, Antonina Starita	Are Model-Based Clustering and Neural Clustering Consistent? A Case Study from Bioinformatics.	KES	2008	DBLP DOI BibTeX RDF
1	Ewa Witek	Analysis of Massive Emigration from Poland: The Model-Based Clustering Approach.	GfKl	2008	DBLP DOI BibTeX RDF
1	Amir Saffari, Horst Bischof	Boosting for Model-Based Data Clustering.	DAGM-Symposium	2008	DBLP DOI BibTeX RDF	Boosting, Ensemble Methods, Model-Based Clustering
1	Paul David McNicholas, Thomas Brendan Murphy	Parsimonious Gaussian mixture models.	Statistics and Computing	2008	DBLP DOI BibTeX RDF	Cluster analysis, Mixture models, Factor analysis, Model-based clustering, Probabilistic principal components analysis
1	Nguyen Minh Phuong, Xuan Vinh Nguyen	Normalized EM algorithm for tumor clustering using gene expression data.	BIBE	2008	DBLP DOI BibTeX RDF
1	Ryan Gomes, Max Welling, Pietro Perona	Incremental learning of nonparametric Bayesian mixture models.	CVPR	2008	DBLP DOI BibTeX RDF
1	Qinpei Zhao, Mantao Xu, Pasi Fränti	Knee Point Detection on Bayesian Information Criterion.	ICTAI	2008	DBLP DOI BibTeX RDF
1	Qinpei Zhao, Ville Hautamäki, Pasi Fränti	Knee Point Detection in BIC for Detecting the Number of Clusters.	ACIVS	2008	DBLP DOI BibTeX RDF
1	Zuoshuang Xiang, Zhaohui S. Qin, Yongqun He	CRCView: a web server for analyzing and visualizing microarray gene expression data using model-based clustering.	Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Jung Yoon Hwang, Way Kuo	Model-based clustering for integrated circuit yield enhancement.	European Journal of Operational Research	2007	DBLP DOI BibTeX RDF
1	Wei Pan, Xiaotong Shen	Penalized Model-Based Clustering with Application to Variable Selection.	Journal of Machine Learning Research	2007	DBLP BibTeX RDF
1	John Brevik, Daniel Nurmi, Richard Wolski	Using Model-Based Clustering to Improve Predictions for Queueing Delay on Parallel Machines.	Parallel Processing Letters	2007	DBLP DOI BibTeX RDF
1	Chris Fraley, Adrian E. Raftery	Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering.	J. Classification	2007	DBLP DOI BibTeX RDF
1	Moshe Looks, Ben Goertzel, Lúcio de Souza Coelho, Mauricio Mudado, Cassio Pennachin	Clustering gene expression data via mining ensembles of classification rules evolved using moses.	GECCO	2007	DBLP DOI BibTeX RDF	optimization, heuristics, empirical study, representations
1	Xiaofeng Zhang, William K. Cheung	A Game Theoretic Approach to Active Distributed Data Mining.	IAT	2007	DBLP DOI BibTeX RDF	game theory, active learning, privacy preservation, Distributed data mining
1	Diana Mateus, Fabio Cuzzolin, Radu Horaud, Edmond Boyer	Articulated Shape Matching Using Locally Linear Embedding and Orthogonal Alignment.	ICCV	2007	DBLP DOI BibTeX RDF
1	Diana Mateus, Fabio Cuzzolin, Radu Horaud, Edmond Boyer	Articulated Shape Matching by Robust Alignment of Embedded Representations.	ICCV	2007	DBLP DOI BibTeX RDF
1	Dong Seon Cheng, Mário A. T. Figueiredo	Cosegmentation for Image Sequences.	ICIAP	2007	DBLP DOI BibTeX RDF
1	Daniel Nurmi, John Brevik, Richard Wolski	QBETS: Queue Bounds Estimation from Time Series.	JSSPP	2007	DBLP DOI BibTeX RDF
1	Allou Samé, Christophe Ambroise, Gérard Govaert	An online classification EM algorithm based on the mixture model.	Statistics and Computing	2007	DBLP DOI BibTeX RDF	CEM, Clustering, Mixture model, EM, Stochastic gradient, Exponential family
1	Wei Pan	Incorporating gene functions as priors in model-based clustering of microarray gene expression data.	Bioinformatics	2006	DBLP DOI BibTeX RDF
1	Kazumi Hakamada, Masahiro Okamoto, Taizo Hanai	Novel technique for preprocessing high dimensional time-course data from DNA microarray: mathematical model-based clustering.	Bioinformatics	2006	DBLP DOI BibTeX RDF
1	Yan Li	Bayesian Model Based Clustering Analysis: Application to a Molecular Dynamics Trajectory of the HIV-1 Integrase Catalytic Core.	Journal of Chemical Information and Modeling	2006	DBLP DOI BibTeX RDF
1	Marta Luksza, Boguslaw Kluge, Jerzy Ostrowski, Jakub Karczmarski, Anna Gambin	Efficient Model-Based Clustering for LC-MS Data.	WABI	2006	DBLP DOI BibTeX RDF
1	Xiaodan Zhang, Xiaohua Zhou, Xiaohua Hu	Semantic Smoothing for Model-based Document Clustering.	ICDM	2006	DBLP DOI BibTeX RDF
1	Xiaodong Cai, Georgios B. Giannakis	Identifying differentially expressed genes in microarray experiments with model-based variance estimation.	IEEE Transactions on Signal Processing	2006	DBLP DOI BibTeX RDF
1	Agnes Vathy-Fogarassy, Attila Kiss, János Abonyi	Hybrid Minimal Spanning Tree and Mixture of Gaussians Based Clustering Algorithm.	FoIKS	2006	DBLP DOI BibTeX RDF