Search results for "Clustering validation"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
2	Ping Luo, Hui Xiong, Guoxing Zhan, Junjie Wu, Zhongzhi Shi	Information-Theoretic Distance Measures for Clustering Validation: Generalization and Normalization.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
2	Yinyin Yuan, Chang-Tsun Li	Probabilistic framework for gene expression clustering validation based on gene ontology and graph theory.	ICASSP	2008	DBLP DOI BibTeX RDF
2	Amy L. Olex, David J. John, Elizabeth M. Hiltbold, Jacquelyn S. Fetrow	Additional limitations of the clustering validation method figure of merit.	ACM Southeast Regional Conference	2007	DBLP DOI BibTeX RDF	FOM, cluster validation method, clustering, similarity measure, cluster analysis, K-means, gene expression, distance metric, Euclidean distance, correlation coefficient, figure of merit, Pearson's correlation coefficient
1	Luis F. Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho	The effect of low number of points in clustering validation via the negentropy increment.	Neurocomputing	2011	DBLP DOI BibTeX RDF
1	Yanchi Liu, Zhongmou Li, Hui Xiong, Xuedong Gao, Junjie Wu	Understanding of Internal Clustering Validation Measures.	ICDM	2010	DBLP DOI BibTeX RDF
1	João M. M. Duarte, Ana L. N. Fred, André Lourenço, F. Jorge F. Duarte	On Consensus Clustering Validation.	SSPR/SPR	2010	DBLP DOI BibTeX RDF
1	Krista Rizman Zalik	A clustering validation index.	IADIS AC	2009	DBLP BibTeX RDF
1	Tarek Smaoui, Sascha Müller 0002, Christian Müller-Schloer	CSBIterKmeans: A New Clustering Algorithm Based on Quantitative Assessment of the Clustering Quality.	MLDM	2009	DBLP DOI BibTeX RDF	cluster analysis, k-means, clustering validation
1	Yosr Naïja, Kaouthar Blibech Sinaoui	A novel measure for validating clustering results applied to road traffic.	KDD Workshop on Knowledge Discovery from Sensor Data	2009	DBLP DOI BibTeX RDF	external criteria, supervised measure, clustering, validity
1	Junjie Wu, Hui Xiong, Jian Chen	Adapting the right measures for K-means clustering.	KDD	2009	DBLP DOI BibTeX RDF	external criteria, k-means, cluster validation
1	Jorge M. Santos, Mark Embrechts	On the Use of the Adjusted Rand Index as a Metric for Evaluating Supervised Classification.	ICANN	2009	DBLP DOI BibTeX RDF
1	Roberto Toldo, Andrea Fusiello	Automatic Estimation of the Inlier Threshold in Robust Multiple Structures Fitting.	ICIAP	2009	DBLP DOI BibTeX RDF
1	Marcel Brun, Chao Sima, Jianping Hua, James Lowey, Brent Carroll, Edward Suh, Edward R. Dougherty	Model-based evaluation of clustering validation measures.	Pattern Recognition	2007	DBLP DOI BibTeX RDF
1	Qinghua Zheng, Jiao Ding, Jin Du, Feng Tian	Assessing Method for E-Learner Clustering.	CSCWD	2007	DBLP DOI BibTeX RDF
1	Junjie Wu, Hui Xiong, Jian Chen, Wenjun Zhou	A Generalization of Proximity Functions for K-Means.	ICDM	2007	DBLP DOI BibTeX RDF
1	Rodrigo Santamaría, Luis Quintales, Roberto Therón	Methods to Bicluster Validation and Comparison in Microarray Data.	IDEAL	2007	DBLP DOI BibTeX RDF
1	Mahamed G. Omran, Ayed A. Salman, Andries Petrus Engelbrecht	Dynamic clustering using particle swarm optimization with application in image segmentation.	Pattern Anal. Appl.	2006	DBLP DOI BibTeX RDF	Image segmentation, Particle swarm optimization, Clustering validation, Unsupervised clustering
1	Hua Yan, Keke Chen, Ling Liu	Efficiently clustering transactional data with weighted coverage density.	CIKM	2006	DBLP DOI BibTeX RDF	LISR, weighted coverage density, SCALE, AMI
1	Hui Xiong, Junjie Wu, Jian Chen	K-means clustering versus validation measures: a data distribution perspective.	KDD	2006	DBLP DOI BibTeX RDF	coefficient of variation (CV), entropy, K-means clustering
1	Yan Zheng, Xiaochun Cheng, Ronghuai Huang, Yi Man	A Comparative Study on Text Clustering Methods.	ADMA	2006	DBLP DOI BibTeX RDF
1	Chunmei Yang, Baikun Wan, Xiaofeng Gao	Effectivity of Internal Validation Techniques for Gene Clustering.	ISBMDA	2006	DBLP DOI BibTeX RDF	internal validation measure, gene expression data, cluster validation, gene clustering
1	Bart Moberts, Anna Vilanova, Jarke J. van Wijk	Evaluation of Fiber Clustering Methods for Diffusion Tensor Imaging.	IEEE Visualization	2005	DBLP DOI BibTeX RDF	External Indices, Clustering, Clustering Validation, Diffusion Tensor Imaging, Fiber tracking
1	Keke Chen, Ling Liu	Validating and Refining Clusters via Visual Rendering.	ICDM	2003	DBLP DOI BibTeX RDF
1	Stefano Monti, Pablo Tamayo, Jill P. Mesirov, Todd R. Golub	Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data.	Machine Learning	2003	DBLP DOI BibTeX RDF	gene expression microarrays, unsupervised learning, model selection, class discovery
1	Maria Halkidi, Yannis Batistakis, Michalis Vazirgiannis	Clustering Validity Checking Methods: Part II.	SIGMOD Record	2002	DBLP DOI BibTeX RDF	unsupervised learning, pattern discovery, clustering validation
1	Osmar R. Zaïane, Andrew Foss, Chi-Hoon Lee, Weinan Wang	On Data Clustering Analysis: Scalability, Constraints, and Validation.	PAKDD	2002	DBLP DOI BibTeX RDF
1	Maria Halkidi, Yannis Batistakis, Michalis Vazirgiannis	On Clustering Validation Techniques.	J. Intell. Inf. Syst.	2001	DBLP DOI BibTeX RDF