Search results for "clusterings"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
105	Rich Caruana, Mohamed Farid Elhawary, Nam Nguyen 0001, Casey Smith	Meta Clustering.	ICDM	2006	DBLP DOI BibTeX RDF
102	Anne Patrikainen, Marina Meila	Comparing Subspace Clusterings.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	feature selection, distance, cluster validation, Subspace clustering, projected clustering
90	Sajib Dasgupta, Vincent Ng 0001	Towards subjectifying text clustering.	SIGIR	2010	DBLP DOI BibTeX RDF	active clustering, disparate clusterings, interactive clustering, multiple clusterings, spectral clustering
82	Tao Li 0001, Mitsunori Ogihara, Sheng Ma	On combining multiple clusterings.	CIKM	2004	DBLP DOI BibTeX RDF	multiple clusterings, categorical, combining
82	Hans-Peter Kriegel, Martin Pfeifle	Efficient and effective server-sided distributed clustering.	CIKM	2005	DBLP DOI BibTeX RDF	uncertain data, distributed clustering
78	Darius Pfitzner, Richard Leibbrandt, David M. W. Powers	Characterization and evaluation of similarity measures for pairs of clusterings.	Knowl. Inf. Syst.	2009	DBLP DOI BibTeX RDF	Cluster comparison, Clustering, Evaluation, Similarity measures, Review
78	Abdolreza Mirzaei, Mohammad Rahmati	Combining hierarchical clusterings using min-transitive closure.	ICPR	2008	DBLP DOI BibTeX RDF
78	Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu	Combining Multiple Clusterings by Soft Correspondence.	ICDM	2005	DBLP DOI BibTeX RDF
78	Marina Meila	Comparing Clusterings by the Variation of Information.	COLT	2003	DBLP DOI BibTeX RDF	Comparing partitions, Measures of agreement, Clustering, Information theory, Mutual information
67	Daniel Delling, Marco Gaertler, Robert Görke, Dorothea Wagner	Engineering Comparators for Graph Clusterings.	AAIM	2008	DBLP DOI BibTeX RDF
67	Marina Meila	Comparing clusterings: an axiomatic view.	ICML	2005	DBLP DOI BibTeX RDF
67	Alexander P. Topchy, Anil K. Jain 0001, William F. Punch	Combining Multiple Weak Clusterings.	ICDM	2003	DBLP DOI BibTeX RDF
63	Apostolos Gerasoulis, Tao Yang 0009	On the Granularity and Clustering of Directed Acyclic Task Graphs.	IEEE Trans. Parallel Distributed Syst.	1993	DBLP DOI BibTeX RDF	directed acyclic task graph, graphtheory, clusterings, scheduling, scheduling, parallel algorithms, DAG, granularity, task graphs
59	Selim Mimaroglu, A. Murat Yagci	A binary method for fast computation of inter and intra cluster similarities for combining multiple clusterings.	ICIS	2009	DBLP DOI BibTeX RDF	binary techniques, combining multiple clusterings, clustering, clustering algorithms
59	Helmut Thiele	On Isomorphisms between the Lattice of Tolerance Relations and Lattices of Clusterings.	ISMVL	1996	DBLP DOI BibTeX RDF	lattice of tolerance relations, lattices of clusterings, one-to-one correspondences, classical set theory, bijections, complete atomistic boolean algebra, strongly model-compact coverings, cluster analysis, set theory, multivalued logic, equivalence classes, isomorphisms, similarity relations, mathematical foundations, lattice isomorphisms
58	Daniel Crabtree, Peter Andreae, Xiaoying Gao	QC4 - A Clustering Evaluation Method.	PAKDD	2007	DBLP DOI BibTeX RDF
55	Xuan Vinh Nguyen, Julien Epps, James Bailey 0001	Information theoretic measures for clusterings comparison: is a correction for chance necessary?	ICML	2009	DBLP DOI BibTeX RDF
55	Nam Nguyen 0001, Rich Caruana	Consensus Clusterings.	ICDM	2007	DBLP DOI BibTeX RDF
55	Yan Gao, Shiwen Gu, Jianhua Li, Zhining Liao	A Weighted Consensus Function Based on Information-Theoretic Principles to Combine Soft Clusterings.	GrC	2007	DBLP DOI BibTeX RDF
47	Maria-Florina Balcan, Heiko Röglin, Shang-Hua Teng	Agnostic Clustering.	ALT	2009	DBLP DOI BibTeX RDF
47	Stefan Brecheisen, Hans-Peter Kriegel, Martin Pfeifle	Multi-step density-based clustering.	Knowl. Inf. Syst.	2006	DBLP DOI BibTeX RDF	Approximated clustering, Data mining, Complex objects, Density-based clustering
47	Gereon Frahling, Christian Sohler	A fast k-means implementation using coresets.	SCG	2006	DBLP DOI BibTeX RDF	Lloyds algorithm, clustering, k-means, coresets
47	Michael Wurst, Katharina Morik, Ingo Mierswa	Localized Alternative Cluster Ensembles for Collaborative Structuring.	ECML	2006	DBLP DOI BibTeX RDF
47	Adrian K. Agogino, Kagan Tumer	Efficient agent-based cluster ensembles.	AAMAS	2006	DBLP DOI BibTeX RDF	clustering, reinforcement learning, multiagent systems
47	Ana L. N. Fred, Anil K. Jain 0001	Evidence Accumulation Clustering Based on the K-Means Algorithm.	SSPR/SPR	2002	DBLP DOI BibTeX RDF
43	Xuan-Hong Dang, James Bailey 0001	A hierarchical information theoretic technique for the discovery of non linear alternative clusterings.	KDD	2010	DBLP DOI BibTeX RDF	alternative clustering, parzenwindow technique, information theoretic learning
43	Ulrik Brandes, Daniel Delling, Marco Gaertler, Robert Görke, Martin Hoefer 0001, Zoran Nikoloski, Dorothea Wagner	On Finding Graph Clusterings with Maximum Modularity.	WG	2007	DBLP DOI BibTeX RDF
43	Tianming Hu, Sam Yuan Sung	Finding centroid clusterings with entropy-based criteria.	Knowl. Inf. Syst.	2006	DBLP DOI BibTeX RDF	Centroid clustering, Metric distance function, Cluster analysis, Consensus clustering, Conditional entropy
43	David Auber, Fabien Jourdan	Interactive Refinement of Multi-scale Network Clusterings.	IV	2005	DBLP DOI BibTeX RDF
43	Greg Hamerly, Charles Elkan	Alternatives to the k-means algorithm that find better clusterings.	CIKM	2002	DBLP DOI BibTeX RDF	clustering quality, k-harmonic means, k-means, unsupervised classification
39	Jeff M. Phillips, Parasaran Raman, Suresh Venkatasubramanian	Generating a Diverse Set of High-Quality Clusterings.	MultiClust@ECML/PKDD	2011	DBLP BibTeX RDF
39	Zhiwu Lu 0001, Yuxin Peng, Jianguo Xiao	From Comparing Clusterings to Combining Clusterings.	AAAI	2008	DBLP BibTeX RDF
35	Ivan O. Kyrgyzov, Henri Maître, Marine Campedel	A Method of Clustering Combination Applied to Satellite Image Analysis.	ICIAP	2007	DBLP DOI BibTeX RDF
35	Ahmed Albatineh, Magdalena Niewiadomska-Bugaj, Daniel Mihalko	On Similarity Indices and Correction for Chance Agreement.	J. Classif.	2006	DBLP DOI BibTeX RDF
35	Tianming Hu, Weiquan Zhao, Xiaoqiang Wang, Zhixiong Li	A Comparison of Three Graph Partitioning Based Methods for Consensus Clustering.	RSKT	2006	DBLP DOI BibTeX RDF	data mining, graph partitioning, clustering ensemble, Consensus clustering, consensus function
35	Eric Bae, James Bailey 0001, Guozhu Dong	Clustering Similarity Comparison Using Density Profiles.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF
35	Aristides Gionis, Heikki Mannila, Panayiotis Tsaparas	Clustering Aggregation.	ICDE	2005	DBLP DOI BibTeX RDF
35	Chenchen Xiao, Vassilios Tzerpos	Software Clustering Based on Dynamic Dependencies.	CSMR	2005	DBLP DOI BibTeX RDF
35	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
35	Daniel Crabtree, Xiaoying Gao, Peter Andreae	Standardized Evaluation Method for Web Clustering Results.	Web Intelligence	2005	DBLP DOI BibTeX RDF	evaluation, web clustering
35	Jingwei Wu, Ahmed E. Hassan, Richard C. Holt	Comparison of Clustering Algorithms in the Context of Software Evolution.	ICSM	2005	DBLP DOI BibTeX RDF
35	Hanan Ayad, Mohamed S. Kamel	Finding Natural Clusters Using Multi-clusterer Combiner Based on Shared Nearest Neighbors.	Multiple Classifier Systems	2003	DBLP DOI BibTeX RDF
35	Yan Chen 0004, Lili Qiu, Weiyu Chen, Luan Nguyen, Randy H. Katz	Clustering Web Content for Efficient Replication.	ICNP	2002	DBLP DOI BibTeX RDF
31	Zijie Qi, Ian Davidson	A principled and flexible framework for finding alternative clusterings.	KDD	2009	DBLP DOI BibTeX RDF	clustering
31	Ivan G. Costa, Marcílio Carlos Pereira de Souto, Alexander Schliep	Validating Gene Clusterings by Selecting Informative Gene Ontology Terms with Mutual Information.	BSB	2007	DBLP DOI BibTeX RDF	external index, mutual information, cluster validation, gene ontology
31	Ana L. N. Fred, Anil K. Jain 0001	Combining Multiple Clusterings Using Evidence Accumulation.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF
31	Xiaoyi Jiang 0001, Cyril Marti, Christophe Irniger, Horst Bunke	Image Segmentation Evaluation by Techniques of Comparing Clusterings.	ICIAP	2005	DBLP DOI BibTeX RDF
31	Hanan Ayad, Mohamed S. Kamel	Refined Shared Nearest Neighbors Graph for Combining Multiple Data Clusterings.	IDA	2003	DBLP DOI BibTeX RDF
23	Deepayan Chakrabarti, Rupesh R. Mehta	The paths more taken: matching DOM trees to search logs for accurate webpage clustering.	WWW	2010	DBLP DOI BibTeX RDF	clustering, wrapper induction, search logs
23	Claudio Carpineto, Giovanni Romano 0002	Optimal meta search results clustering.	SIGIR	2010	DBLP DOI BibTeX RDF	optimization, search results clustering, meta clustering
23	John S. Whissell, Charles L. A. Clarke, Azin Ashkan	Clustering web queries.	CIKM	2009	DBLP DOI BibTeX RDF	clustering evaluation, query intent detection, clustering
23	Maria-Florina Balcan, Avrim Blum, Anupam Gupta 0001	Approximate clustering without the approximation.	SODA	2009	DBLP DOI BibTeX RDF
23	Andreas Noack, Randolf Rotta	Multi-level Algorithms for Modularity Clustering.	SEA	2009	DBLP DOI BibTeX RDF
23	Ron Bekkerman, Martin Scholz, Krishnamurthy Viswanathan	Improving clustering stability with combinatorial MRFs.	KDD	2009	DBLP DOI BibTeX RDF	clustering stability, combinatorial MRF, comraf
23	Ida Bifulco, Carmine Fedullo, Francesco Napolitano, Giancarlo Raiconi, Roberto Tagliaferri	Metaclustering and Consensus Algorithms for Interactive Data Analysis and Validation.	WILF	2009	DBLP DOI BibTeX RDF	data visualization, consensus clustering, meta clustering
23	Martin Hahmann, Peter Benjamin Volk, Frank Rosenthal, Dirk Habich, Wolfgang Lehner	How to Control Clustering Results? Flexible Clustering Aggregation.	IDA	2009	DBLP DOI BibTeX RDF
23	Ulrik Brandes, Daniel Delling, Marco Gaertler, Robert Görke, Martin Hoefer 0001, Zoran Nikoloski, Dorothea Wagner	On Modularity Clustering.	IEEE Trans. Knowl. Data Eng.	2008	DBLP DOI BibTeX RDF	Knowledge and data engineering tools and techniques, Inter programming, G.1.6.a Constrained optimization, Mathematics and statistics, Clustering, Clustering, Graph Theory, Combinatorial algorithms, Graphs and networks, Computations on discrete structures
23	Natthakan Iam-on, Tossapon Boongoen, Simon M. Garrett	Refining Pairwise Similarity Matrix for Cluster Ensemble Problem with Cluster Relations.	Discovery Science	2008	DBLP DOI BibTeX RDF	pairwise similarity matrix, cluster relation, link analysis, cluster ensembles
23	Roberto Avogadri, Matteo Brioschi, Francesca Ruffino, Fulvia Ferrazzi, Alessandro Beghini, Giorgio Valentini	An Algorithm to Assess the Reliability of Hierarchical Clusters in Gene Expression Data.	KES (3)	2008	DBLP DOI BibTeX RDF
23	Aristides Gionis, Heikki Mannila, Panayiotis Tsaparas	Clustering aggregation.	ACM Trans. Knowl. Discov. Data	2007	DBLP DOI BibTeX RDF	clustering aggregation, clustering categorical data, Data clustering, correlation clustering
23	Stanley Kok, Pedro M. Domingos	Statistical predicate invention.	ICML	2007	DBLP DOI BibTeX RDF
23	Ioannis Giotis 0001, Venkatesan Guruswami	Correlation clustering with a fixed number of clusters.	SODA	2006	DBLP DOI BibTeX RDF
23	Fu-Shing Sun, Chun-Hung Tzeng	Data Clustering of Tolerance Space in MATLAB.	SNPD	2006	DBLP DOI BibTeX RDF
23	Maylis Delest, Jean-Marc Fedou, Guy Melançon	A Quality Measure for Multi-Level Community Structure.	SYNASC	2006	DBLP DOI BibTeX RDF
23	Alexander P. Topchy, Anil K. Jain 0001, William F. Punch	Clustering Ensembles: Models of Consensus and Weak Partitions.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF	Clustering, mutual information, ensembles, multiple classifier systems, consensus function
23	Abraham Bagherjeiran, Christoph F. Eick, Chun-Sheng Chen, Ricardo Vilalta	Adaptive Clustering: Obtaining Better Clusters Using Feedback and Past Experience.	ICDM	2005	DBLP DOI BibTeX RDF
23	Thomas Finley, Thorsten Joachims	Supervised clustering with support vector machines.	ICML	2005	DBLP DOI BibTeX RDF
23	Judith Zimmermann, Zsuzsanna Lipták, Scott Hazelhurst	A Method for Evaluating the Quality of String Dissimilarity Measures and Clustering Algorithms for EST Clustering.	BIBE	2004	DBLP DOI BibTeX RDF	string similarity and dissimilarity measures, EST clustering, benchmarks, simulated data, transcriptome
23	Behrouz Minaei-Bidgoli, Alexander P. Topchy, William F. Punch	Ensembles of Partitions via Data Resampling.	ITCC (2)	2004	DBLP DOI BibTeX RDF
23	Eduardo R. Hruschka, Ricardo J. G. B. Campello, Leandro Nunes de Castro	Improving the Efficiency of a Clustering Genetic Algorithm.	IBERAMIA	2004	DBLP DOI BibTeX RDF
23	Yves Chiricota, Fabien Jourdan, Guy Melançon	Software Components Capture Using Graph Clustering.	IWPC	2003	DBLP DOI BibTeX RDF
23	Pasi Fränti, Olli Virmajoki, Timo Kaukoranta	Branch-and-Bound Technique for Solving Optimal Clustering.	ICPR (2)	2002	DBLP DOI BibTeX RDF
23	Ana L. N. Fred, Anil K. Jain 0001	Data Clustering Using Evidence Accumulation.	ICPR (4)	2002	DBLP DOI BibTeX RDF
23	Florian Beil, Martin Ester, Xiaowei Xu 0001	Frequent term-based text clustering.	KDD	2002	DBLP DOI BibTeX RDF	clustering, text documents, frequent item sets
23	Hanan Ayad, Mohamed S. Kamel	Topic Discovery from Text Using Aggregation of Different Clustering Methods.	AI	2002	DBLP DOI BibTeX RDF
23	Marcus-Christopher Ludl, Gerhard Widmer	Towards a Simple Clustering Criterion Based on Minimum Length Encoding.	ECML	2002	DBLP DOI BibTeX RDF
23	Susan E. Spenceley, James R. Warren	Using Neural Networks for Modeling the Input Requirements of Electronic Medical Record Systems.	HICSS	1999	DBLP DOI BibTeX RDF
23	Luis Talavera, Josep Roure	A Buffering Strategy to Avoid Ordering Effects in Clustering.	ECML	1998	DBLP DOI BibTeX RDF
23	Josep Roure, Luis Talavera	Robust Incremental Clustering with Bad Instance Orderings: A New Strategy.	IBERAMIA	1998	DBLP DOI BibTeX RDF	Order effects, Data mining, Machine Learning, Incremental clustering
23	Welf Löwe, Wolf Zimmermann, Jörn Eisenbiegler	On Linear Schedules of Task Graphs for Generalized LogP-Machines.	Euro-Par	1997	DBLP DOI BibTeX RDF
23	Guszti Bartfai	A Comparison of Two ART-based Neural Networks for Hierarchical Clustering.	ANNES	1995	DBLP DOI BibTeX RDF	SMART network, HART network, Zoo database, Unsupervised learning, Hierarchical clustering, Adaptive Resonance Theory
20	Ian Davidson, Zilong Bai, Cindy Mylinh Tran, S. S. Ravi	Making clusterings fairer by post-processing: algorithms, complexity results and experiments.	Data Min. Knowl. Discov.	2023	DBLP DOI BibTeX RDF
20	Andrea Campagner, Davide Ciucci, Thierry Denoeux	A general framework for evaluating and comparing soft clusterings.	Inf. Sci.	2023	DBLP DOI BibTeX RDF
20	Steffen Borgwardt, Felix Happach, Stetson Zirkelbach	An Algorithm for the Separation-Preserving Transition of Clusterings.	INFORMS J. Optim.	2023	DBLP DOI BibTeX RDF
20	José E. Chacón 0001, Ana I. Rastrojo	Minimum adjusted Rand index for two clusterings of a given size.	Adv. Data Anal. Classif.	2023	DBLP DOI BibTeX RDF
20	Liangrui Ren, Jun Wang, Zhao Li, Qingzhong Li, Guoxian Yu	scMCs: a framework for single-cell multi-omics data integration and multiple clusterings.	Bioinform.	2023	DBLP DOI BibTeX RDF
20	Liang-Rui Ren, Guoxian Yu, Jun Wang 0035, Lei Liu 0003, Carlotta Domeniconi, Xiangliang Zhang 0001	A Diversified Attention Model for Interpretable Multiple Clusterings.	IEEE Trans. Knowl. Data Eng.	2023	DBLP DOI BibTeX RDF
20	Chang-Ai Sun, Tao Zeng, Wanqing Zuo, Huai Liu	A Trace-Log-Clusterings-Based Fault Localization Approach to Microservice Systems.	ICWS	2023	DBLP DOI BibTeX RDF
20	Man-Sheng Chen, Jia-Qi Lin, Chang-Dong Wang, Wu-Dong Xi, Dong Huang 0001	On Regularizing Multiple Clusterings for Ensemble Clustering by Graph Tensor Learning.	ACM Multimedia	2023	DBLP DOI BibTeX RDF
20	Shin-Ichi Nakano	Variants of Euclidean k-Center Clusterings.	COCOON (1)	2023	DBLP DOI BibTeX RDF
20	Lars Schütz, Korinna Bade, Andreas Nürnberger	Comprehensive Differentiation of Partitional Clusterings.	ICEIS (2)	2023	DBLP DOI BibTeX RDF
20	Jun Wang 0035, Huiling Zhang, Wei Ren, Maozu Guo 0001, Guoxian Yu	EpiMC: Detecting Epistatic Interactions Using Multiple Clusterings.	IEEE ACM Trans. Comput. Biol. Bioinform.	2022	DBLP DOI BibTeX RDF
20	Yaliang Zhao, Laurence T. Yang, Yiwen Zhang, Jiayu Sun, Xiaojing Wang, Chunchun Zhang, Guangming Zhang	Tensor Train-Based Multiple Clusterings for Big Data in Cyber-Physical-Social Systems and Its Efficient Implementations.	IEEE Trans. Netw. Sci. Eng.	2022	DBLP DOI BibTeX RDF
20	Klaudia Adamowicz, Andreas Maier 0009, Jan Baumbach, David B. Blumenthal	Online in silico validation of disease and gene sets, clusterings or subnetworks with DIGEST.	Briefings Bioinform.	2022	DBLP DOI BibTeX RDF
20	Natàlia Segura-Alabart, Francesc Serratosa, Sergio Gómez, Alberto Fernández 0003	Nonunique UPGMA clusterings of microsatellite markers.	Briefings Bioinform.	2022	DBLP DOI BibTeX RDF
20	Neelima Gupta, Sapna Grover, Rajni Dabas	Constant factor approximations for Lower and Upper bounded Clusterings.	CoRR	2022	DBLP DOI BibTeX RDF
20	Ana Lucia Garcia-Pulido, K. P. Samardzhiev	Geometric reconstructions of density based clusterings.	CoRR	2022	DBLP DOI BibTeX RDF
20	Felix Bock	Hierarchy cost of hierarchical clusterings.	J. Comb. Optim.	2022	DBLP DOI BibTeX RDF
20	Audrey Hulot, Denis Laloë, Florence Jaffrézic	A unified framework for the integration of multiple hierarchical clusterings or networks from multi-source data.	BMC Bioinform.	2021	DBLP DOI BibTeX RDF
20	Jun Wang 0035, Xing Wang, Guoxian Yu, Carlotta Domeniconi, Zhiwen Yu 0002, Zili Zhang 0001	Discovering Multiple Co-Clusterings With Matrix Factorization.	IEEE Trans. Cybern.	2021	DBLP DOI BibTeX RDF