Search results for "clustering algorithms"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Sameh A. Salem, Asoke K. Nandi	Development of assessment criteria for clustering algorithms.	Pattern Anal. Appl.	2009	DBLP DOI BibTeX RDF	Clustering performance measures, Validity indices, Clustering algorithms, Data clustering, Unsupervised classification
3	Andrea De Lucia, Michele Risi, Giuseppe Scanniello, Genoveffa Tortora	Comparing Clustering Algorithms for the Identification of Similar Pages in Web Applications.	ICWE	2007	DBLP DOI BibTeX RDF	reverse engineering, clustering algorithms, Clone detection
3	Jacob Kogan, Marc Teboulle, Charles K. Nicholas	Data Driven Similarity Measures for k-Means Like Clustering Algorithms.	Inf. Retr.	2005	DBLP DOI BibTeX RDF	optimization, entropy, clustering algorithms
3	Paolo Corsini, Beatrice Lazzerini, Francesco Marcelloni	A new fuzzy relational clustering algorithm based on the fuzzy C-means algorithm.	Soft Comput.	2005	DBLP DOI BibTeX RDF	Fuzzy relational Clustering algorithms, Similarity/Dissimilarity relations, Clustering algorithms, Fuzzy C-means
2	Aruanda Simões Goncalves Meiguins, Alex Alves Freitas, Roberto Célio Limão de Oliveira, Samuel F. S. Junior, Bianchi Serique Meiguins	An estimation of distribution algorithm for the automatic generation of clustering algorithms.	GECCO	2010	DBLP DOI BibTeX RDF	data mining, estimation of distribution algorithms, automatic programming, density-based clustering
2	Zhexi Pan, Yuanyuan Yang, Dawei Gong	Distributed Clustering Algorithms for Lossy Wireless Sensor Networks.	NCA	2010	DBLP DOI BibTeX RDF	lossy wireless links, clusters, Wireless sensor networks, clustering algorithms
2	Doulaye Dembélé	Microarray Data Analysis Using Fuzzy Clustering Algorithms.	Fuzzy Systems in Bioinformatics and Computational Biology	2009	DBLP DOI BibTeX RDF
2	Rodrigo G. F. Soares, Teresa Bernarda Ludermir, Francisco de A. T. de Carvalho	An Analysis of Meta-learning Techniques for Ranking Clustering Algorithms Applied to Artificial Data.	ICANN	2009	DBLP DOI BibTeX RDF	Clustering, Meta-learning
2	Mark Shtern, Vassilios Tzerpos	Methods for selecting and improving software clustering algorithms.	ICPC	2009	DBLP DOI BibTeX RDF
2	Javier Parapar, Alvaro Barreiro	Evaluation of Text Clustering Algorithms with N-Gram-Based Document Fingerprints.	ECIR	2009	DBLP DOI BibTeX RDF
2	Fajie Li, Reinhard Klette	Recovery Rate of Clustering Algorithms.	PSIVT	2009	DBLP DOI BibTeX RDF
2	Brian Thompson, Danfeng Yao	The union-split algorithm and cluster-based anonymization of social networks.	ASIACCS	2009	DBLP DOI BibTeX RDF	graph anonymization, social networks, clustering algorithms, social role
2	Miin-Shen Yang, Kuo-Lung Wu, June-Nan Hsieh, Jian Yu	Alpha-Cut Implemented Fuzzy Clustering Algorithms and Switching Regressions.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2008	DBLP DOI BibTeX RDF
2	Wim De Mulder, Stefan Schliebs, René K. Boel, Martin Kuiper	Initialization Dependence of Clustering Algorithms.	ICONIP	2008	DBLP DOI BibTeX RDF
2	Honggang Wang, Jide Zhao, Hongguang Li, Jianguo Wang	Parallel Clustering Algorithms for Image Processing on Multi-core CPUs.	CSSE	2008	DBLP DOI BibTeX RDF
2	Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek	A General Framework for Increasing the Robustness of PCA-Based Correlation Clustering Algorithms.	SSDBM	2008	DBLP DOI BibTeX RDF
2	Reza Zafarani, Majid Makki, Ali A. Ghorbani	An Empirical Analysis on the Stability of Clustering Algorithms.	ICTAI	2008	DBLP DOI BibTeX RDF
2	Marcílio Carlos Pereira de Souto, Ricardo Bastos Cavalcante Prudêncio, Rodrigo G. F. Soares, Daniel S. A. de Araujo, Ivan G. Costa, Teresa Bernarda Ludermir, Alexander Schliep	Ranking and selecting clustering algorithms using a meta-learning approach.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Christos Katsanos, Nikolaos K. Tselios, Nikolaos M. Avouris	AutoCardSorter: designing the information architecture of a web site using latent semantic analysis.	CHI	2008	DBLP DOI BibTeX RDF	clustering algorithms, information architecture, latent semantic analysis, card sorting, automated tools
2	Akinobu Takeuchi, Takayuki Saito, Hiroshi Yadohisa	Asymmetric Agglomerative Hierarchical Clustering Algorithms and Their Evaluations.	J. Classification	2007	DBLP DOI BibTeX RDF
2	Sadaaki Miyamoto	Data Clustering Algorithms for Information Systems.	RSFDGrC	2007	DBLP DOI BibTeX RDF	Information system, kernel function, K-means algorithms, agglomerative clustering
2	Eugene Levner, David Pinto, Paolo Rosso, David Alcaide, R. R. K. Sharma	Fuzzifying Clustering Algorithms: The Case Study of MajorClust.	MICAI	2007	DBLP DOI BibTeX RDF
2	Feng Zhao, Jiulun Fan	Image Segmentation by Multi-level Thresholding Based on C-Means Clustering Algorithms and Fuzzy Entropy.	ICFIE	2007	DBLP DOI BibTeX RDF	Hard C-means clustering algorithm, Fuzzy C-means clustering algorithm, Image segmentation, Post-processing, Fuzzy entropy
2	Moumen T. El-Melegy, Ennumeri A. Zanaty, Walaa M. Abd-Elhafiez, Aly A. Farag	On Cluster Validity Indexes in Fuzzy and Hard Clustering Algorithms for Image Segmentation.	ICIP	2007	DBLP DOI BibTeX RDF
2	Gregory A. Wilkin, Xiuzhen Huang	K-Means Clustering Algorithms: Implementation and Comparison.	IMSCCS	2007	DBLP DOI BibTeX RDF
2	Esma Aïmeur, Gilles Brassard, Sébastien Gambs	Quantum clustering algorithms.	ICML	2007	DBLP DOI BibTeX RDF
2	Yukihiro Hamasuna, Yasunori Endo, Yasushi Hasegawa, Sadaaki Miyamoto	Two Clustering Algorithms for Data with Tolerance based on Hard c-Means.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
2	Roy Varshavsky, David Horn, Michal Linial	Clustering Algorithms Optimizer: A Framework for Large Datasets.	ISBRA	2007	DBLP DOI BibTeX RDF	Abbreviations and Keywords Bayesian Information Criterion (BIC), Quantum Clustering (QC), Optimal K-Means (OKM), Optimal Quantum Clustering (OQC), Principal Component Analysis (PCA), Singular Value Decomposition (SVD)
2	Rene Schult	Comparing Clustering Algorithms and Their Influence on the Evolution of Labeled Clusters.	DEXA	2007	DBLP DOI BibTeX RDF
2	Pietro Savazzi, Lorenzo Favalli	Dynamic Cell Sectorization Using Clustering Algorithms.	VTC Spring	2007	DBLP DOI BibTeX RDF
2	Ian Davidson, Kiri Wagstaff, Sugato Basu	Measuring Constraint-Set Utility for Partitional Clustering Algorithms.	PKDD	2006	DBLP DOI BibTeX RDF
2	Reynaldo Gil-García, José Manuel Badía-Contelles, Aurora Pons-Porrata	A General Framework for Agglomerative Hierarchical Clustering Algorithms.	ICPR	2006	DBLP DOI BibTeX RDF
2	Andrei Kelarev, Byeong Kang, Dorothy Steane	Clustering Algorithms for ITS Sequence Data with Alignment Metrics.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF
2	Jeffrey Erman, Martin F. Arlitt, Anirban Mahanti	Traffic classification using clustering algorithms.	MineNet	2006	DBLP DOI BibTeX RDF	machine learning, classification, unsupervised clustering
2	Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet	Cascade Evaluation of Clustering Algorithms.	ECML	2006	DBLP DOI BibTeX RDF
2	Chengwen Yu, Qianjin Zhang, Lei Guo	Robust Clustering Algorithms Based on Finite Mixtures of Multivariate t Distribution.	ICNC	2006	DBLP DOI BibTeX RDF
2	Susmita Datta, Somnath Datta	Validation Measures for Clustering Algorithms Incorporating Biological Information.	IMSCCS	2006	DBLP DOI BibTeX RDF
2	Oleksandr Grygorash, Yan Zhou, Zach Jorgensen	Minimum Spanning Tree Based Clustering Algorithms.	ICTAI	2006	DBLP DOI BibTeX RDF
2	Alina Campan, Gabriela Serban	Adaptive Clustering Algorithms.	Canadian Conference on AI	2006	DBLP DOI BibTeX RDF
2	Francisco de A. T. de Carvalho	Fuzzy clustering algorithms for symbolic interval data based on adaptive and non-adaptive Euclidean distances.	SBRN	2006	DBLP DOI BibTeX RDF
2	Alfonso Castro Martínez, Carmen Bóveda, Bernardino Arcay Varela	Analysis of Fuzzy Clustering Algorithms for the Segmentation of Burn Wounds Photographs.	ICIAR	2006	DBLP DOI BibTeX RDF
2	Longde Yin, Chun-Hsi Huang	Clustering of Gene Expression Data: Performance and Similarity Analysis.	IMSCCS	2006	DBLP DOI BibTeX RDF	Cluster Similarity Analysis, Microarray, Gene expression, Clustering algorithms, Performance study
2	Joel Scanlan, Jacky Hartnett, Raymond Williams	DynamicWEB: Profile Correlation Using COBWEB.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF	Data Mining, Intrusion Detection, Clustering Algorithms
2	Paolo Corsini, Beatrice Lazzerini, Francesco Marcelloni	Combining supervised and unsupervised learning for data clustering.	Neural Computing and Applications	2006	DBLP DOI BibTeX RDF	Fuzzy relational clustering algorithms, Dissimilarity relations, Cluster shape, Feedforward neural networks, Fuzzy C-means algorithm
2	Jun Liu, Jim P. Y. Lee, Lingjie Li, Zhi-Quan Luo, Kon Max Wong	Online Clustering Algorithms for Radar Emitter Classification.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF
2	Ying Zhao, George Karypis, Usama M. Fayyad	Hierarchical Clustering Algorithms for Document Datasets.	Data Min. Knowl. Discov.	2005	DBLP DOI BibTeX RDF	criterion function, constrained agglomerative clustering, data mining, hierarchical clustering
2	Marco Antonio Montes de Oca, Leonardo Garrido, José-Luis Aguirre	Effects of Inter-agent Communication in Ant-Based Clustering Algorithms: A Case Study on Communication Policies in Swarm Systems.	MICAI	2005	DBLP DOI BibTeX RDF
2	Danuta Zakrzewska, Jan Murlewski	Clustering Algorithms for Bank Customer Segmentation.	ISDA	2005	DBLP DOI BibTeX RDF
2	Jingwei Wu, Ahmed E. Hassan, Richard C. Holt	Comparison of Clustering Algorithms in the Context of Software Evolution.	ICSM	2005	DBLP DOI BibTeX RDF
2	Mohammed Ameer Ali, Laurence S. Dooley, Gour C. Karmakar	Fuzzy Image Segmentation Combing Ring and Elliptic Shaped Clustering Algorithms.	ITCC	2005	DBLP DOI BibTeX RDF
2	Miin-Shen Yang, Hsu-Shen Tsai	An Alternative Fuzzy Compactness and Separation Clustering Algorithm.	ACIVS	2005	DBLP DOI BibTeX RDF	Fuzzy clustering algorithms, Fuzzy compactness & separation (FCS), Alternative fuzzy compactness & separation (AFCS), Exponential-type distance, Robust, Noise, Fuzzy c-means (FCM)
2	A. Sfetsos, C. Siriopoulos	Combinatorial time series forecasting based on clustering algorithms and neural networks.	Neural Computing and Applications	2004	DBLP DOI BibTeX RDF	Clustering, Neural networks, Forecasting, Exchange rates
2	Saeed Parsa, Omid Bushehrian	A Framework to Investigate and Evaluate Genetic Clustering Algorithms for Automatic Modularization of Software Systems.	International Conference on Computational Science	2004	DBLP DOI BibTeX RDF	Genetic Clustering, Automatic Modularization, encoding Algorithm
2	Richard Nock, Frank Nielsen	Improving Clustering Algorithms through Constrained Convex Optimization.	ICPR	2004	DBLP DOI BibTeX RDF
2	Anil K. Jain, Alexander P. Topchy, Martin H. C. Law, Joachim M. Buhmann	Landscape of Clustering Algorithms.	ICPR	2004	DBLP DOI BibTeX RDF
2	Yonghui Chen, Alan P. Sprague	Exploration on the commonality of hierarchical clustering algorithms.	ACM Southeast Regional Conference	2004	DBLP DOI BibTeX RDF	data mining, clustering
2	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
2	Zhihua Wen, Vassilios Tzerpos	An Effectiveness Measure for Software Clustering Algorithms.	IWPC	2004	DBLP DOI BibTeX RDF
2	Jian Yu, Houkuan Huang, Shengfeng Tian	Cluster Validity and Stability of Clustering Algorithms.	SSPR/SPR	2004	DBLP DOI BibTeX RDF
2	Bin Zhang 0004	Comparison of the Performance of Center-Based Clustering Algorithms.	PAKDD	2003	DBLP DOI BibTeX RDF	K-Harmonic Means, Data Mining, Clustering, K-means, Expectation- Maximization
2	Alexander Hinneburg, Daniel A. Keim	A General Approach to Clustering in Large Databases with Noise.	Knowl. Inf. Syst.	2003	DBLP DOI BibTeX RDF	Clustering of high-dimensional data, Clustering in multi- media databases, Clustering in the presence of noise, Clustering algorithms, Kernel Density Estimation, Density-based clustering
2	Ujjwal Maulik, Sanghamitra Bandyopadhyay	Performance Evaluation of Some Clustering Algorithms and Validity Indices.	IEEE Trans. Pattern Anal. Mach. Intell.	2002	DBLP DOI BibTeX RDF	single linkage algorithm, simulated annealing, Euclidean distance, K-Means algorithm, Unsupervised classification, validity index
2	Vladimir Estivill-Castro	Why so many clustering algorithms: a position paper.	SIGKDD Explorations	2002	DBLP DOI BibTeX RDF	clustering criterion, inductive principle, clustering
2	Sven Meyer zu Eissen, Benno Stein	Analysis of Clustering Algorithms for Web-Based Search.	PAKM	2002	DBLP DOI BibTeX RDF	Clustering Quality Measures, Clustering, Information Retrieval, Document Categorization
2	Anton Riabov, Zhen Liu, Joel L. Wolf, Philip S. Yu, Li Zhang 0002	Clustering Algorithms for Content-Based Publication-Subscription Systems. (PDF / PS)	ICDCS	2002	DBLP DOI BibTeX RDF
2	Ying Zhao, George Karypis	Evaluation of hierarchical clustering algorithms for document datasets.	CIKM	2002	DBLP DOI BibTeX RDF	hierarchical clustering, partitional clustering, agglomerative clustering
2	Bin Zhang 0004, Meichun Hsu, George Forman	Accurate Recasting of Parameter Estimation Algorithms Using Sufficient Statistics for Efficient Parallel Speed-Up: Demonstrated for Center-Based Data Clustering Algorithms.	PKDD	2000	DBLP DOI BibTeX RDF	K-Harmonic Means, Scale-up, Data Mining, Parallel Algorithms, K-Means, Expectation-Maximization, Data Clustering, Speed-up, Sufficient Statistics
2	Chih-Ping Wei, Yen-Hsien Lee, Che-Ming Hsu	Empirical Comparison of Fast Clustering Algorithms for Large Data Sets. (PDF / PS)	HICSS	2000	DBLP DOI BibTeX RDF
2	Lakshmi Ramachandran, Manika Kapoor, Abhinanda Sarkar, Alok Aggarwal	Clustering algorithms for wireless ad hoc networks.	DIAL-M	2000	DBLP DOI BibTeX RDF
2	Edgar Chávez, Gonzalo Navarro	An Effective Clustering Algorithm to Index High Dimensional Metric Spaces. (PDF / PS)	SPIRE	2000	DBLP DOI BibTeX RDF	high dimensional metric space indexing, set preprocessing, distance histogram, pivot based algorithms, tuning parameters, information retrieval, data structures, clustering algorithm, clustering algorithms, distance function, complexity measure, clustering method, object retrieval, triangular inequality
2	Arnaldo J. Abrantes, Jorge S. Marques	A class of constrained clustering algorithms for object boundary extraction.	IEEE Transactions on Image Processing	1996	DBLP DOI BibTeX RDF
2	Jérôme Darmont, Ammar Attoui, Michel Gourgand	Performance Evaluation for Clustering Algorithms in Object-Oriented Databases	DEXA	1995	DBLP DOI BibTeX RDF	Computer systems performance evaluation methodology, Simulation, Clustering, Object-oriented databases
1	Ahmed H. Gabr, Sherif Keshk, Aliaa A. A. Youssif	Effect of Sensor Mobility and Channel Fading on Wireless Sensor Network Clustering Algorithms.	Computer and Information Science	2012	DBLP BibTeX RDF
1	Alexis Carteron, Martin Jeanmougin, Fabien Leprieur, Sofie Spatharis	Assessing the efficiency of clustering algorithms and goodness-of-fit measures using phytoplankton field data.	Ecological Informatics	2012	DBLP DOI BibTeX RDF
1	S. R. Kannan, S. Ramathilagam, P. C. Chung	Effective fuzzy c-means clustering algorithms for data clustering problems.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	S. R. Kannan, S. Ramathilagam, Pandiyarajan Devi, A. Sathya	Improved Fuzzy Clustering Algorithms in Segmentation of DC-enhanced breast MRI.	J. Medical Systems	2012	DBLP DOI BibTeX RDF
1	Christos Tselikis, Sarandis Mitropoulos, Nikos Komninos, Christos Douligeris	Degree-Based Clustering Algorithms for Wireless Ad Hoc Networks Under Attack.	IEEE Communications Letters	2012	DBLP DOI BibTeX RDF
1	Hua Zhao, Zeshui Xu, Shousheng Liu, Zhong Wang	Intuitionistic fuzzy MST clustering algorithms.	Computers & Industrial Engineering	2012	DBLP DOI BibTeX RDF
1	T. Chandrasekhar, K. Thangavel, E. Elayaraja	Effective Clustering Algorithms for Gene Expression Data	CoRR	2012	DBLP BibTeX RDF
1	Francisco de A. T. de Carvalho, Yves Lechevallier, Filipe M. de Melo	Partitioning hard clustering algorithms based on multiple dissimilarity matrices.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Charu C. Aggarwal, ChengXiang Zhai	A Survey of Text Clustering Algorithms.	Mining Text Data	2012	DBLP DOI BibTeX RDF
1	Niladri Shekhar Mishra, Susmita Ghosh, Ashish Ghosh	Semi-supervised Fuzzy Clustering Algorithms for Change Detection in Remote Sensing Images.	PerMIn	2012	DBLP DOI BibTeX RDF
1	Han-Ming Wu	On biological validity indices for soft clustering algorithms for gene expression data.	Computational Statistics & Data Analysis	2011	DBLP DOI BibTeX RDF
1	Joel Quintanilla-Domínguez, Benjamín Ojeda-Magaña, Alexis Marcano-Cedeño, Maria Guadalupe Cortina-Januchs, Antonio Vega-Corona, Diego Andina	Improvement for detection of microcalcifications through clustering algorithms and artificial neural networks.	EURASIP J. Adv. Sig. Proc.	2011	DBLP DOI BibTeX RDF
1	Vicenç Torra, Yasunori Endo, Sadaaki Miyamoto	Computationally intensive parameter selection for clustering algorithms: The case of fuzzy c-means with tolerance.	Int. J. Intell. Syst.	2011	DBLP DOI BibTeX RDF
1	Cheng-Feng Tai, Tzu-Chiang Chiang, Ting-Wei Hou	A virtual subnet scheme on clustering algorithms for mobile ad hoc networks.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Mustafa Karabulut, Turgay Ibrikci	Assessment of clustering algorithms for unsupervised transcription factor binding site discovery.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Young-Keun Bang, Chul-Heui Lee	Fuzzy time series prediction using hierarchical clustering algorithms.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Kangseok Kim, Wonil Kim, Sunshin Kim	ReMark: an automatic program for clustering orthologs flexibly combining a Recursive and a Markov clustering algorithms.	Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Kai J. Kohlhoff, Marc H. Sosnick, William T. Hsu, Vijay S. Pande, Russ B. Altman	CAMPAIGN: an open-source library of GPU-accelerated data clustering algorithms.	Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Leonard Apeltsin, John H. Morris, Patricia C. Babbitt, Thomas E. Ferrin	Improving the quality of protein similarity network clustering algorithms using the network edge weight distribution.	Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Ashish Ghosh, Niladri Shekhar Mishra, Susmita Ghosh	Fuzzy clustering algorithms for unsupervised change detection in remote sensing images.	Inf. Sci.	2011	DBLP DOI BibTeX RDF
1	Antti Ukkonen	Clustering Algorithms for Chains.	Journal of Machine Learning Research	2011	DBLP BibTeX RDF
1	Volodymyr Melnykov, Ranjan Maitra	CARP: Software for Fishing Out Good Clustering Algorithms.	Journal of Machine Learning Research	2011	DBLP BibTeX RDF
1	Parul Agarwal, M. Afshar Alam, Ranjit Biswas	Issues,Challenges and Tools of Clustering Algorithms	CoRR	2011	DBLP BibTeX RDF
1	Daniel Müllner	Modern hierarchical, agglomerative clustering algorithms	CoRR	2011	DBLP BibTeX RDF
1	M. Rafi, M. Maujood, M. M. Fazal, S. M. Ali	A comparison of two suffix tree-based document clustering algorithms	CoRR	2011	DBLP BibTeX RDF
1	Jun Wang, Yongtao Cao, Jun-Yuan Xie, Shifu Chen	Energy Efficient Backoff Hierarchical Clustering Algorithms for Multi-Hop Wireless Sensor Networks.	J. Comput. Sci. Technol.	2011	DBLP DOI BibTeX RDF
1	Jian Feng Cui, Heung Seok Chae	Applying agglomerative hierarchical clustering algorithms to component identification for legacy systems.	Information & Software Technology	2011	DBLP DOI BibTeX RDF
1	A. K. M. Zahiduzzaman, Mohammad Nahyan Quasem, Faiyaz Ahmed, Rashedur M. Rahman	Indexing Bangla Newspaper Articles using Fuzzy and Crisp Clustering Algorithms.	ICEIS	2011	DBLP BibTeX RDF