Search results for "Document clustering"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Jinlong Wang, Shunyao Wu, Huy Quan Vu, Gang Li	Text document clustering with metric learning.	SIGIR	2010	DBLP DOI BibTeX RDF	document clustering, metric learning
3	Guan Yu, Ruizhang Huang, Zhaojun Wang	Document clustering via dirichlet process mixture model with feature selection.	KDD	2010	DBLP DOI BibTeX RDF	dirichlet process mixture model, feature selection, document clustering
3	Mehrdad Mahdavi, Hassan Abolhassani	Harmony K-means algorithm for document clustering.	Data Min. Knowl. Discov.	2009	DBLP DOI BibTeX RDF	Markov chain, Global optimization, Document clustering, K-means algorithm, Harmony search
3	Fei Wang, Dexian Zhang, Na Bao	Fuzzy Document Clustering Based on Ant Colony Algorithm.	ISNN	2009	DBLP DOI BibTeX RDF	Ant Colony algorithm (ACO), document clustering, Fuzzy C-means clustering (FCM)
3	Chun-Ling Chen, Frank S. C. Tseng, Tyne Liang	An Integration of Fuzzy Association Rules and WordNet for Document Clustering.	PAKDD	2009	DBLP DOI BibTeX RDF	Fuzzy association rule mining, Text mining, WordNet, Document clustering, Frequent itemsets
3	Sri Harsha Allamraju, Robert Chun	Enhancing Document Clustering through Heuristics and Summary-Based Pre-processing.	HCI	2009	DBLP DOI BibTeX RDF	clustering, heuristics, summarization, document clustering
3	Chengzhi Zhang, Huilin Wang, Yao Liu, Hongjiao Xu	Document Clustering Description Extraction and Its Application.	ICCPOL	2009	DBLP DOI BibTeX RDF	clustering description, topic digital library, machine learning, document clustering
3	Tu-Anh Nguyen-Hoang, Kiem Hoang, Danh Bui-Thi, Anh-Thy Nguyen	Incremental Document Clustering Based on Graph Model.	ADMA	2009	DBLP DOI BibTeX RDF	Incremental document clustering, shared phrases, enhanced IncrementalDBSCAN, graph model
3	Chengfu Yang, Zhang Yi	Document clustering using locality preserving indexing and support vector machines.	Soft Comput.	2008	DBLP DOI BibTeX RDF	Locality preserving indexing, Support vectors clustering, Support vector machines, Document clustering, Gaussian kernel
3	Lei Bao, Sheng Tang, Jintao Li, Yongdong Zhang, Wei-ping Ye	Document Clustering Based on Spectral Clustering and Non-negative Matrix Factorization.	IEA/AIE	2008	DBLP DOI BibTeX RDF	Document Clustering, Spectral Clustering, Non-negative Matrix Factorization
3	Tianming Hu, Hui Xiong, Wenjun Zhou, Sam Yuan Sung, Hangzai Luo	Hypergraph partitioning for document clustering: a unified clique perspective.	SIGIR	2008	DBLP DOI BibTeX RDF	shared nearest neighbor, document clustering, clique, hypergraph partitioning
3	Seemab Latif, Mary McGee Wood	Text Pre-processing for Document Clustering.	NLDB	2008	DBLP DOI BibTeX RDF	Automatic Summarisation, Document Clustering, Document Pre-processing
3	Roberto Basili, Paolo Marocco, Daniele Milizia	Semantically Rich Spaces for Document Clustering.	DEXA Workshops	2008	DBLP DOI BibTeX RDF	Linear embedding, Document clustering, Latent Semantic Analysis, Locality Preserving Projection
3	Daniel David Walker, Eric K. Ringger	Model-based document clustering with a collapsed gibbs sampler.	KDD	2008	DBLP DOI BibTeX RDF	collapsed samplers, practical guidelines, document clustering, mcmc, em, gibbs sampling
3	Xiaodan Zhang, Liping Jing, Xiaohua Hu, Michael K. Ng, Xiaohua Zhou	A Comparative Study of Ontology Based Term Similarity Measures on PubMed Document Clustering.	DASFAA	2007	DBLP DOI BibTeX RDF	Document Clustering, Domain Ontology, Semantic Similarity Measure
3	Heum Park, Hyuk-Chul Kwon	Filtering Methods for Feature Selection in Web-Document Clustering.	International Conference on Computational Science	2007	DBLP DOI BibTeX RDF	feature filtering, feature selection, document clustering
3	Brant W. Chee, Bruce R. Schatz	Document clustering using small world communities.	JCDL	2007	DBLP DOI BibTeX RDF	document clustering, small worlds, scale-free networks, community structure, semantic clustering
3	Illhoi Yoo, Xiaohua Hu	A comprehensive comparison study of document clustering for a biomedical digital library MEDLINE.	JCDL	2006	DBLP DOI BibTeX RDF	comparison study, ontology, document clustering
3	Lifang Xu, Hongwei Mo, Kejun Wang, Na Tang	Document Clustering Based on Modified Artificial Immune Network.	RSKT	2006	DBLP DOI BibTeX RDF	Artificial immune system, document clustering, artificial immune network
3	Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró	Feature diversity in cluster ensembles for robust document clustering.	SIGIR	2006	DBLP DOI BibTeX RDF	feature extraction, document clustering, cluster ensembles
3	Deng Cai, Xiaofei He, Jiawei Han	Document Clustering Using Locality Preserving Indexing.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF	locality preserving indexing, semantics, dimensionality reduction, Document clustering
3	Shi Zhong, Joydeep Ghosh	Generative model-based document clustering: a comparative study.	Knowl. Inf. Syst.	2005	DBLP DOI BibTeX RDF	Document clustering, Comparative study, Model-based clustering
3	Na Tang, V. Rao Vemuri	An artificial immune system approach to document clustering.	SAC	2005	DBLP DOI BibTeX RDF	artificial immune system, document clustering
3	Nyeint Nyeint Myat, Khin Haymar Saw Hla	A Combined Approach of Formal Concept Analysis and Text Mining for Concept Based Document Clustering.	Web Intelligence	2005	DBLP DOI BibTeX RDF	conceptual document clustering, frequent termsets, correlation, formal concept analysis (FCA), association
3	Leonardo Rigutini, Marco Maggini	A Semi-Supervised Document Clustering Algorithm Based on EM.	Web Intelligence	2005	DBLP DOI BibTeX RDF	Semi-supervised Document Clustering, EM, Information Gain
3	Shuting Xu, Jun Zhang 0001	A Parallel Hybrid Web Document Clustering Algorithm and its Performance Study.	The Journal of Supercomputing	2004	DBLP DOI BibTeX RDF	parallel document clustering, PDDP, information retrieval, K-means
3	Chihli Hung, Stefan Wermter, Peter Smith	Hybrid Neural Document Clustering Using Guided Self-Organization and WordNet.	IEEE Intelligent Systems	2004	DBLP DOI BibTeX RDF	neural networks, SOM, WordNet, document clustering, document classification, text clustering, competitive learning, self-organizing networks
3	Tao Li, Sheng Ma, Mitsunori Ogihara	Document clustering via adaptive subspace iteration.	SIGIR	2004	DBLP DOI BibTeX RDF	adaptive subspace identification, document clustering, factor analysis, alternating optimization
3	Zheng-Yu Niu, Dong-Hong Ji, Chew Lim Tan	Document clustering based on cluster validation.	CIKM	2004	DBLP DOI BibTeX RDF	cluster number estimation, feature selection, document clustering, cluster validation
3	Seung-Shik Kang	Keyword-based document clustering.	IRAL	2003	DBLP DOI BibTeX RDF	feature selection, document clustering, weighting scheme
3	Wei Xu, Xin Liu, Yihong Gong	Document clustering based on non-negative matrix factorization.	SIGIR	2003	DBLP DOI BibTeX RDF	document clustering, non-negative matrix factorization
3	Han-joon Kim, Sang-goo Lee	An effective document clustering method using user-adaptable distance metrics.	SAC	2002	DBLP DOI BibTeX RDF	quadratic form distance, user knowledge, hierarchical clustering, document clustering, information organization
3	Patrick Pantel, Dekang Lin	Document clustering with committees.	SIGIR	2002	DBLP DOI BibTeX RDF	machine learning, document clustering, evaluation methodology, document representation
3	Xin Liu, Yihong Gong, Wei Xu, Shenghuo Zhu	Document clustering with cluster refinement and model selection capabilities.	SIGIR	2002	DBLP DOI BibTeX RDF	EM algorithm, gaussian mixtures model, document clustering, model selection
3	Gheorghe Muresan, David J. Harper	Document Clustering and Language Models for System-Mediated Information Access.	ECDL	2001	DBLP DOI BibTeX RDF	Mediated Access, Topic Model Acknowledgement, The WebCluster Project was sponsored by Ubilab, Union Bank of Switzerland, Zurich, Document Clustering
2	Shunyao Wu, Jinlong Wang, Huy Quan Vu, Gang Li	Text clustering with important words using normalization.	JCDL	2010	DBLP DOI BibTeX RDF	important words, document clustering, normalization
2	Khaled M. Hammouda, Mohamed S. Kamel	Hierarchically Distributed Peer-to-Peer Document Clustering and Cluster Summarization.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
2	Yanhua Chen, Lijun Wang, Ming Dong	Semi-supervised Document Clustering with Simultaneous Text Representation and Categorization.	ECML/PKDD	2009	DBLP DOI BibTeX RDF	Semi-supervised co-clustering, Non-negative matrix factorization
2	Tu-Anh Nguyen-Hoang, Kiem Hoang	Efficient approach for incremental Vietnamese document clustering.	WIDM	2009	DBLP DOI BibTeX RDF	incremental document clustering, shared phrases, graph model, vietnamese
2	Katsuhiro Honda, Akira Notsu, Hidetomo Ichihashi	PCA-Guided k-Means with Variable Weighting and Its Application to Document Clustering.	MDAI	2009	DBLP DOI BibTeX RDF
2	Yoon-Ho Cho, Sang-Hyun Park 0002, SangKeun Lee	PhraseRank for document clustering: reweighting the weight of phrase.	Int. Conf. Interaction Sciences	2009	DBLP DOI BibTeX RDF	overlap phrases, document model, reweighting
2	Christopher M. De Vries, Shlomo Geva	K-tree: large scale document clustering.	SIGIR	2009	DBLP DOI BibTeX RDF	K-means, document clustering, B-tree, search tree, K-tree
2	Gang Kou, Yi Peng	A New Hierarchical Document Clustering Method.	NCM	2009	DBLP DOI BibTeX RDF	hierachical algorithm, information retrieval, text mining, k-means, document clustering
2	Cristian Klen dos Santos, Alexandre Evsukoff, Beatriz S. L. P. de Lima, Nelson F. F. Ebecken	Potential collaboration discovery using document clustering and community structure detection.	CIKM-CNIKM	2009	DBLP DOI BibTeX RDF	community structure detection, text mining, complex networks, documents clustering, spectral clustering
2	Zhen Guo, Shenghuo Zhu, Yun Chi, Zhongfei Zhang, Yihong Gong	A latent topic model for linked documents.	SIGIR	2009	DBLP DOI BibTeX RDF	document clustering, topic model
2	Min Song, Xiaohua Hu, Illhoi Yoo, Eric Koppel	Document Clustering by Semantic Smoothing and Dynamic Growing Cell Structure (DynGCS) for Biomedical Literature.	DaWaK	2008	DBLP DOI BibTeX RDF	neural network, feature selection, document clustering
2	Henry Anaya-Sánchez, Aurora Pons-Porrata, Rafael Berlanga Llavori	A New Document Clustering Algorithm for Topic Discovering and Labeling.	CIARP	2008	DBLP DOI BibTeX RDF	topic discovery, topic descriptions, document clustering
2	Hongguang Suo, Kunming Nie, Xin Sun, Yuwei Wang	One Optimized Choosing Method of K-Means Document Clustering Center.	AIRS	2008	DBLP DOI BibTeX RDF	Initial Center, Sub-graph Division, K-means, Document Clustering
2	Yehang Zhu, Benjamin C. M. Fung, Dejun Mu, Yanling Li	An Efficient Hybrid Hierarchical Document Clustering Method.	FSKD	2008	DBLP DOI BibTeX RDF
2	Marian B. Gorzalczany, Filip Rudzinski	WWW-Newsgroup-Document Clustering by Means of Dynamic Self-organizing Neural Networks.	ICAISC	2008	DBLP DOI BibTeX RDF
2	Weixin Tian, Fuxi Zhu	Text Document Clustering Based on the Modifying Relations.	CSSE	2008	DBLP DOI BibTeX RDF
2	Christopher M. De Vries, Shlomo Geva	Document Clustering with K-tree.	INEX	2008	DBLP DOI BibTeX RDF	XML Mining, Clustering, Support Vector Machine, Tree, Text Classification, Vector Quantization, INEX, K-tree
2	Xiaodan Zhang, Xiaohua Hu, Xiaohua Zhou	A comparative evaluation of different link types on enhancing document clustering.	SIGIR	2008	DBLP DOI BibTeX RDF	link-based clustering, markov random field, relaxation labeling
2	Tomonari Masada, Senya Kiyasu, Sueharu Miyahara	Comparing LDA with pLSI as a Dimensionality Reduction Method in Document Clustering.	LKR	2008	DBLP DOI BibTeX RDF
2	Mahmoud F. Hussin, Ibrahim El Rube, Mohamed S. Kamel	Enhanced document clustering using fusion of multiscale wavelet decomposition.	AICCSA	2008	DBLP DOI BibTeX RDF
2	Edgar González, Jordi Turmo	Comparing Non-parametric Ensemble Methods for Document Clustering.	NLDB	2008	DBLP DOI BibTeX RDF
2	Fadoua Ataa-Allah, William I. Grosky, Driss Aboutajdine	Document clustering based on diffusion maps and a comparison of the k-means performances in various spaces.	ISCC	2008	DBLP DOI BibTeX RDF
2	Young-Min Kim, Jean-François Pessiot, Massih-Reza Amini, Patrick Gallinari	An extension of PLSA for document clustering.	CIKM	2008	DBLP DOI BibTeX RDF	document clustering, plsa
2	Yan Yu, Pilian He, Yushan Bai, Zhenlei Yang	A Document Clustering Method Based on One-Dimensional SOM.	ACIS-ICIS	2008	DBLP DOI BibTeX RDF	data mining, Self-Organizing Map(SOM), document clustering
2	Javier Parapar, Alvaro Barreiro	Winnowing-based text clustering.	CIKM	2008	DBLP DOI BibTeX RDF	experimentation, fingerprinting, document clustering, document representation
2	Dingding Wang, Shenghuo Zhu, Tao Li, Yun Chi, Yihong Gong	Integrating clustering and multi-document summarization to improve document understanding.	CIKM	2008	DBLP DOI BibTeX RDF	nonnegative matrix factorization with given bases, document clustering, multi-document summarization
2	Tingting Zhou, Keith C. C. Chan, Zhenghua Wang	TopEVM: Using Co-occurrence and Topology Patterns of Enzymes in Metabolic Networks to Construct Phylogenetic Trees.	PRIB	2008	DBLP DOI BibTeX RDF	TopEVM, co-occurrence pattern, topology pattern, degree centrality, evolutionary distance, document clustering, metabolic network, phylogenetic analysis
2	Sophoin Khy, Yoshiharu Ishikawa, Hiroyuki Kitagawa	A Novelty-based Clustering Method for On-line Documents.	World Wide Web	2008	DBLP DOI BibTeX RDF	forgetting factor, document clustering, novelty, on-line documents, incremental processing
2	Diego Reforgiato Recupero	A new unsupervised method for document clustering by using WordNet lexical and conceptual relations.	Inf. Retr.	2007	DBLP DOI BibTeX RDF	Bisecting k-means, Antipole, Clustering, WordNet, Text documents, Multipole
2	Jesse St. Charles, Thomas E. Potok, Robert M. Patton, Xiaohui Cui	Flocking-based Document Clustering on the Graphics Processing Unit.	NICSO	2007	DBLP DOI BibTeX RDF
2	Chunhua Su, Jianying Zhou, Feng Bao, Tsuyoshi Takagi, Kouichi Sakurai	Two-Party Privacy-Preserving Agglomerative Document Clustering.	ISPEC	2007	DBLP DOI BibTeX RDF	cryptographic protocol, documents clustering, privacy-preserving
2	M. Shahriar Hossain, Rafal A. Angryk	GDClust: A Graph-Based Document Clustering Technique.	ICDM Workshops	2007	DBLP DOI BibTeX RDF
2	Yanhua Chen, Manjeet Rege, Ming Dong, Jing Hua	Incorporating User Provided Constraints into Document Clustering.	ICDM	2007	DBLP DOI BibTeX RDF
2	Ruizhang Huang, Wai Lam	Semi-supervised Document Clustering via Active Learning with Pairwise Constraints.	ICDM	2007	DBLP DOI BibTeX RDF
2	Ke Wu, Bao-Liang Lu	Cross-Lingual Document Clustering.	PAKDD	2007	DBLP DOI BibTeX RDF
2	Jiarong Cai, Yubao Liu, Jian Yin	An Improved Semantic Smoothing Model for Model-Based Document Clustering.	SNPD	2007	DBLP DOI BibTeX RDF
2	Hung Chim, Xiaotie Deng	A new suffix tree similarity measure for document clustering.	WWW	2007	DBLP DOI BibTeX RDF	similarity measure, suffix tree, document model
2	Juhyun Han, Taehwan Kim, Joongmin Choi	Web Document Clustering by Using Automatic Keyphrase Extraction.	Web Intelligence/IAT Workshops	2007	DBLP DOI BibTeX RDF
2	Le Wang, Li Tian, Yan Jia, Weihong Han	A Hybrid Algorithm for Web Document Clustering Based on Frequent Term Sets and k-Means.	APWeb/WAIM Workshops	2007	DBLP DOI BibTeX RDF
2	Xiaojun Wan	OMES: a new evaluation strategy using optimal matching for document clustering.	SIGIR	2007	DBLP DOI BibTeX RDF	OMES, optimal matching, document clustering, evaluation measure
2	Ao Feng	Document clustering: an optimization problem.	SIGIR	2007	DBLP DOI BibTeX RDF	simulated annealing, global optimization, clustering algorithm
2	Debzani Deb, Rafal A. Angryk	Distributed Document Clustering Using Word-clusters.	CIDM	2007	DBLP DOI BibTeX RDF
2	Francisco P. Romero, Andrés Soto, José A. Olivas	A Hybrid Model for Document Clustering Based on a Fuzzy Approach of Synonymy and Polysemy.	IFSA	2007	DBLP DOI BibTeX RDF	synonymy, Fuzzy Set, Web Information Retrieval, polysemy
2	Fei Wang 0001, Changshui Zhang, Tao Li	Regularized clustering for documents.	SIGIR	2007	DBLP DOI BibTeX RDF	regularization, document clustering
2	Xiaodan Zhang, Xiaohua Hu, Jiali Xia, Xiaohua Zhou, Palakorn Achananuparp	Utilization of Global Ranking Information in Graph- Based Biomedical Literature Clustering.	DaWaK	2007	DBLP DOI BibTeX RDF	Term Graph, Global ranking, Document Clustering
2	Jung-Yi Jiang, Jing-Wen Chen, Shie-Jue Lee	A Clustering Scheme for Large High-Dimensional Document Datasets.	ISICA	2007	DBLP DOI BibTeX RDF	scalability, K-means, Document clustering, high dimensionality, information gain
2	Shen Huang, Zheng Chen, Yong Yu, Wei-Ying Ma	Multitype Features Coselection for Web Document Clustering.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	clustering, Web mining, feature evaluation and selection
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	G. Adam Covington, Charles L. G. Comstock, Andrew A. Levine, John W. Lockwood, Young H. Cho	High Speed Document Clustering in Reconfigurable Hardware.	FPL	2006	DBLP DOI BibTeX RDF
2	Xiaodan Zhang, Xiaohua Zhou, Xiaohua Hu	Semantic Smoothing for Model-based Document Clustering.	ICDM	2006	DBLP DOI BibTeX RDF
2	Hassan H. Malik, John R. Kender	High Quality, Efficient Hierarchical Document Clustering Using Closed Interesting Itemsets.	ICDM	2006	DBLP DOI BibTeX RDF
2	Sophoin Khy, Yoshiharu Ishikawa, Hiroyuki Kitagawa	Novelty-based Incremental Document Clustering for On-line Documents.	ICDE Workshops	2006	DBLP DOI BibTeX RDF
2	Xiaojun Wan, Jianwu Yang	Using proportional transportation similarity with learned element semantics for XML document clustering.	WWW	2006	DBLP DOI BibTeX RDF	XML document clustering, proportional transportation similarity
2	Illhoi Yoo, Xiaohua Hu	Biomedical Ontology MeSH Improves Document Clustering Qualify on MEDLINE Articles: A Comparison Study.	CBMS	2006	DBLP DOI BibTeX RDF
2	Wei Gao, Kam-Fai Wong	Natural Document Clustering by Clique Percolation in Random Graphs.	AIRS	2006	DBLP DOI BibTeX RDF
2	Yulan He, Siu Cheung Hui, Yongxiang Sim	A Novel Ant-Based Clustering Approach for Document Clustering.	AIRS	2006	DBLP DOI BibTeX RDF
2	Soto Montalvo, Raquel Martínez-Unanue, Arantza Casillas, Víctor Fresno	Multilingual News Document Clustering: Two Algorithms Based on Cognate Named Entities.	TSD	2006	DBLP DOI BibTeX RDF
2	Yong Wang, Julia E. Hodges	Document Clustering with Semantic Analysis.	HICSS	2006	DBLP DOI BibTeX RDF
2	Xiang Ji, Wei Xu	Document clustering with prior knowledge.	SIGIR	2006	DBLP DOI BibTeX RDF	clustering with prior knowledge, semi-supervised learning, spectral clustering
2	Edith Hernández-Reyes, René Arnulfo García-Hernández, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad	Document Clustering Based on Maximal Frequent Sequences.	FinTAL	2006	DBLP DOI BibTeX RDF
2	Derek Greene, Padraig Cunningham	Practical solutions to the problem of diagonal dominance in kernel document clustering.	ICML	2006	DBLP DOI BibTeX RDF
2	Qiaoming Zhu, Junhui Li, Guodong Zhou, Peifeng Li, Peide Qian	A Novel Hierarchical Document Clustering Algorithm Based on a kNN Connection Graph.	ICCPOL	2006	DBLP DOI BibTeX RDF
2	Edward K. F. Dang, Robert W. P. Luk, Dik Lun Lee, Kei Shiu Ho, Stephen Chi-fai Chan	Query-specific clustering of search results based on document-context similarity scores.	CIKM	2006	DBLP DOI BibTeX RDF	context-based model, experimentations, document clustering
2	Illhoi Yoo, Xiaohua Hu, Il-Yeol Song	Integration of semantic-based bipartite graph representation and mutual refinement strategy for biomedical literature clustering.	KDD	2006	DBLP DOI BibTeX RDF	bipartite graph representation, mutual refinement strategy, ontology, document clustering
2	Yi Peng, Gang Kou, Yong Shi, Zhengxin Chen	A Hybrid Strategy for Clustering Data Mining Documents.	ICDM Workshops	2006	DBLP DOI BibTeX RDF	Hard clustering, Data mining, Document clustering, Optimization algorithm, Grounded theory, Soft clustering