The effectiveness and efficiency of agglomerative hierarchic clustering in document retrieval
The effectiveness and efficiency of agglomerative hierarchic clustering in document retrieval
A cluster-based approach to thesaurus construction
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Partitioning sparse matrices with eigenvectors of graphs
SIAM Journal on Matrix Analysis and Applications
Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Projections for efficient document clustering
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Self-organizing maps
Distributional clustering of words for text classification
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Document Categorization and Query Generation on the World Wide WebUsing WebACE
Artificial Intelligence Review - Special issue on data mining on the Internet
Normalized Cuts and Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Concept decompositions for large sparse text data using clustering
Machine Learning
Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
An Approach to Microscopic Clustering of Terms and Documents
PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
A matrix density based algorithm to hierarchically co-cluster documents and words
WWW '03 Proceedings of the 12th international conference on World Wide Web
Model-based Clustering with Soft Balancing
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Information-theoretic co-clustering
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
A unified framework for model-based clustering
The Journal of Machine Learning Research
On clusterings: Good, bad and spectral
Journal of the ACM (JACM)
A New Conceptual Clustering Framework
Machine Learning
Document clustering by concept factorization
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Eigenspace-based anomaly detection in computer systems
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
A framework for ontology-driven subspace clustering
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Solving cluster ensemble problems by bipartite graph partitioning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Biclustering Algorithms for Biological Data Analysis: A Survey
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Towards auto-documentary: tracking the evolution of news stories
Proceedings of the 12th annual ACM international conference on Multimedia
Document clustering based on cluster validation
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Suggesting novel but related topics: towards context-based support for knowledge model extension
Proceedings of the 10th international conference on Intelligent user interfaces
An EM Algorithm for the Block Mixture Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hierarchical Clustering Algorithms for Document Datasets
Data Mining and Knowledge Discovery
A divide-and-merge methodology for clustering
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
PageRank without hyperlinks: structural re-ranking using links induced by language models
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
IEEE Transactions on Knowledge and Data Engineering
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Web image clustering by consistent utilization of visual features and surrounding texts
Proceedings of the 13th annual ACM international conference on Multimedia
Error bounds for correlation clustering
ICML '05 Proceedings of the 22nd international conference on Machine learning
Spectral clustering for multi-type relational data
ICML '06 Proceedings of the 23rd international conference on Machine learning
Statistical debugging: simultaneous identification of multiple bugs
ICML '06 Proceedings of the 23rd international conference on Machine learning
Respect my authority!: HITS without hyperlinks, utilizing cluster-based language models
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Building implicit links from content for forum search
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Orthogonal nonnegative matrix t-factorizations for clustering
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Unsupervised learning on k-partite graphs
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Minimum sum-squared residue for fuzzy co-clustering
Intelligent Data Analysis
Efficiently clustering transactional data with weighted coverage density
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Exploiting asymmetry in hierarchical topic extraction
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
A divide-and-merge methodology for clustering
ACM Transactions on Database Systems (TODS)
A semi-supervised feature clustering algorithm with application to word sense disambiguation
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Language model-based document clustering using random walks
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Finding biclusters by random projections
Theoretical Computer Science
Information Processing and Management: an International Journal
Locally adaptive metrics for clustering high dimensional data
Data Mining and Knowledge Discovery
Computers and Operations Research
Spectral clustering and its use in bioinformatics
Journal of Computational and Applied Mathematics
Addressing diverse user preferences in SQL-query-result navigation
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Classification in Networked Data: A Toolkit and a Univariate Case Study
The Journal of Machine Learning Research
Enhancing the Effectiveness of Clustering with Spectra Analysis
IEEE Transactions on Knowledge and Data Engineering
Adaptive dimension reduction using discriminant analysis and K-means clustering
Proceedings of the 24th international conference on Machine learning
Relational clustering by symmetric convex coding
Proceedings of the 24th international conference on Machine learning
A probabilistic framework for relational clustering
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Possibilistic fuzzy co-clustering of large document collections
Pattern Recognition
Possibilistic approach for biclustering microarray data
Computers in Biology and Medicine
A survey of kernel and spectral methods for clustering
Pattern Recognition
A tutorial on spectral clustering
Statistics and Computing
Inappropriateness of the criterion of k-way normalized cuts for deciding the number of clusters
Pattern Recognition Letters
Clustering web images with multi-modal features
Proceedings of the 15th international conference on Multimedia
Finding dense and isolated submarkets in a sponsored search spending graph
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Expert Systems with Applications: An International Journal
Random walk biclustering for microarray data
Information Sciences: an International Journal
Computers and Operations Research
Block clustering with Bernoulli mixture models: Comparison of different approaches
Computational Statistics & Data Analysis
Bipartite isoperimetric graph partitioning for data co-clustering
Data Mining and Knowledge Discovery
Proceedings of the 17th international conference on World Wide Web
Learning to rank relational objects and its application to web search
Proceedings of the 17th international conference on World Wide Web
Web video topic discovery and tracking via bipartite graph reinforcement model
Proceedings of the 17th international conference on World Wide Web
Similarity based smoothing in language modeling
Acta Cybernetica
Approximation algorithms for co-clustering
Proceedings of the twenty-seventh ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Towards effective document clustering: A constrained K-means based approach
Information Processing and Management: an International Journal
Knowledge transformation from word space to document space
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Real-time automatic tag recommendation
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Discovering correlated spatio-temporal changes in evolving graphs
Knowledge and Information Systems
Structured entity identification and document categorization: two tasks with one joint model
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Community evolution in dynamic multi-mode networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Utilizing phrase-similarity measures for detecting and clustering informative RSS news articles
Integrated Computer-Aided Engineering
The Block Generative Topographic Mapping
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
A Multi-Objective Multipopulation Approach for Biclustering
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Selecting the Right Features for Bipartite-Based Text Clustering
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Correlating Time-Related Data Sources with Co-clustering
WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
Coclustering of Human Cancer Microarrays Using Minimum Sum-Squared Residue Coclustering
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
International Journal of Computer Mathematics - Recent Advances in Computational and Applied Mathematics in Science and Engineering
CONSENSUS-BASED ENSEMBLES OF SOFT CLUSTERINGS
Applied Artificial Intelligence
A matrix-based approach for semi-supervised document co-clustering
Proceedings of the 17th ACM conference on Information and knowledge management
Quantify music artist similarity based on style and mood
Proceedings of the 10th ACM workshop on Web information and data management
Weighted cluster ensembles: Methods and analysis
ACM Transactions on Knowledge Discovery from Data (TKDD)
Finding cohesive clusters for analyzing knowledge communities
Knowledge and Information Systems
Hybridization of K-Means and Harmony Search Methods for Web Page Clustering
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Discovering, Visualizing and Evaluating Online Bipartite Communities
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Constrained Local Regularized Transducer for Multi-Component Category Classification
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
ACM Transactions on Knowledge Discovery from Data (TKDD)
Harmony K-means algorithm for document clustering
Data Mining and Knowledge Discovery
Collaborative filtering using orthogonal nonnegative matrix tri-factorization
Information Processing and Management: an International Journal
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Modularities for bipartite networks
Proceedings of the 20th ACM conference on Hypertext and hypermedia
Efficient query expansion for advertisement search
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
A spectral-based clustering algorithm for categorical data using data summaries
Proceedings of the 2nd Workshop on Data Mining using Matrices and Tensors
Fast Spectral Clustering with Random Projection and Sampling
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
RATC: A Robust Automated Tag Clustering Technique
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
Semi-supervised Document Clustering with Simultaneous Text Representation and Categorization
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Transductive Classification via Dual Regularization
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Graph partitioning based on link distributions
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Sequence prediction exploiting similarity information
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Co-localization from labeled and unlabeled data using graph Laplacian
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Learning semantic distance from community-tagged media collection
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Image co-clustering with multi-modality features and user feedbacks
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Measuring serendipity: connecting people, locations and interests in a mobile 3G network
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Towards supporting expert evaluation of clustering results using a data mining process model
Information Sciences: an International Journal
Knowledge transfer on hybrid graph
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Re-ranking Documents Based on Query-Independent Document Specificity
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
Adapting Spectral Co-clustering to Documents and Terms Using Latent Semantic Analysis
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
TextGraphs-4 Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing
SCALE: a scalable framework for efficiently clustering transactional data
Data Mining and Knowledge Discovery
Improving document clustering in a learned concept space
Information Processing and Management: an International Journal
Analyzing knowledge communities using foreground and background clusters
ACM Transactions on Knowledge Discovery from Data (TKDD)
Distributed nonnegative matrix factorization for web-scale dyadic data analysis on mapreduce
Proceedings of the 19th international conference on World wide web
Cross-domain sentiment classification via spectral feature alignment
Proceedings of the 19th international conference on World wide web
Applying biclustering to text mining: an immune-inspired approach
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
Nearest-biclusters collaborative filtering with constant values
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
Term weighting evaluation in bipartite partitioning for text clustering
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Block clustering for web pages categorization
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Phoenix: privacy preserving biclustering on horizontally partitioned data
PinKDD'07 Proceedings of the 1st ACM SIGKDD international conference on Privacy, security, and trust in KDD
Microarray data biclustering with multi-objective immune algorithm
ICNC'09 Proceedings of the 5th international conference on Natural computation
A fuzzy bi-clustering approach to correlate web users and pages
International Journal of Knowledge and Web Intelligence
Approximation algorithms for tensor clustering
ALT'09 Proceedings of the 20th international conference on Algorithmic learning theory
Detecting relationships among categories using text classification
Journal of the American Society for Information Science and Technology
Dual-ranking for web image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Enhancing principal direction divisive clustering
Pattern Recognition
Community evolution detection in dynamic heterogeneous information networks
Proceedings of the Eighth Workshop on Mining and Learning with Graphs
Medical coding classification by leveraging inter-code relationships
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Query expansion using an immune-inspired biclustering algorithm
Natural Computing: an international journal
Enhanced navigation and focus on TileBars with barycenter heuristic-based reordering
Proceedings of the International Conference on Advanced Visual Interfaces
PageRank without hyperlinks: Structural reranking using links induced by language models
ACM Transactions on Information Systems (TOIS)
Profiling users in a 3g network using hourglass co-clustering
Proceedings of the sixteenth annual international conference on Mobile computing and networking
Memento: unifying content and context to aid webpage re-visitation
UIST '10 Adjunct proceedings of the 23nd annual ACM symposium on User interface software and technology
Data-driven co-clustering model of internet usage in large mobile societies
Proceedings of the 13th ACM international conference on Modeling, analysis, and simulation of wireless and mobile systems
A polygon-based methodology for mining related spatial datasets
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Data Mining for Geoinformatics
TextGraphs-5 Proceedings of the 2010 Workshop on Graph-based Methods for Natural Language Processing
Towards bipartite graph data management
CloudDB '10 Proceedings of the second international workshop on Cloud data management
Projection based clustering of gene expression data
CIBB'09 Proceedings of the 6th international conference on Computational intelligence methods for bioinformatics and biostatistics
A novel approach for biclustering gene expression data using modular singular value decomposition
CIBB'09 Proceedings of the 6th international conference on Computational intelligence methods for bioinformatics and biostatistics
Co-clustering analysis of weblogs using bipartite spectral projection approach
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part III
Transductive learning from textual data with relevant example selection
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Submodular fractional programming for balanced clustering
Pattern Recognition Letters
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Detecting unusual activity in video
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Multimedia data mining: state of the art and challenges
Multimedia Tools and Applications
Multiple hypergraph clustering of web images by mining Word2Image correlations
Journal of Computer Science and Technology
Computer Speech and Language
Soft spectral clustering ensemble applied to image segmentation
Frontiers of Computer Science in China
Graph partition and identification of cluster number in data analysis
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
Integrating Document Clustering and Multidocument Summarization
ACM Transactions on Knowledge Discovery from Data (TKDD)
Algorithm for low-variance biclusters to identify coregulation modules in sequencing datasets
Proceedings of the Tenth International Workshop on Data Mining in Bioinformatics
Dynamic classification of cellular transmural transmembrane potential (TMP) activity of the heart
FIMH'11 Proceedings of the 6th international conference on Functional imaging and modeling of the heart
A game theoretic framework for heterogenous information network clustering
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Simultaneous clustering: a survey
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
A compression-based dissimilarity measure for multi-task clustering
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Multi-task clustering via domain adaptation
Pattern Recognition
A novel stability based feature selection framework for k-means clustering
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Proceedings of the 20th ACM international conference on Information and knowledge management
Exploring categorization property of social annotations for information retrieval
Proceedings of the 20th ACM international conference on Information and knowledge management
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Clique percolation method for finding naturally cohesive and overlapping document clusters
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Information marginalization on subgraphs
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Incremental aspect models for mining document streams
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
An information-theoretic framework for high-order co-clustering of heterogeneous objects
ECML'06 Proceedings of the 17th European conference on Machine Learning
A probabilistic clustering-projection model for discrete data
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Producing accurate interpretable clusters from high-dimensional data
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
A comparison between block CEM and two-way CEM algorithms to cluster a contingency table
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Natural document clustering by clique percolation in random graphs
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
An information-theoretic framework for process structure and data mining
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Joint cluster based co-clustering for clustering ensembles
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
On context-aware co-clustering with metadata support
Journal of Intelligent Information Systems
Web image clustering with reduced keywords and weighted bipartite spectral graph partitioning
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Laplacian co-hashing of terms and documents
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
An efficient clustering approach for large document collections
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Block clustering of contingency table and mixture model
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Graph dual regularization non-negative matrix factorization for co-clustering
Pattern Recognition
Orthogonal nonnegative matrix tri-factorization for semi-supervised document co-clustering
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
The architecture of a proteomic network in the yeast
CompLife'05 Proceedings of the First international conference on Computational Life Sciences
A tripartite clustering analysis on microRNA, gene and disease model
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Skin lesions characterisation utilising clustering algorithms
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Active constrained clustering by examining spectral eigenvectors
DS'05 Proceedings of the 8th international conference on Discovery Science
Multi-way clustering and biclustering by the Ratio cut and Normalized cut in graphs
Journal of Combinatorial Optimization
Co-clustering for binary data with maximum modularity
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Induction of the common-sense hierarchies in lexical data
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Correspondence clustering: an approach to cluster multiple related spatial datasets
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Place semantics into context: service community discovery from the WSDL corpus
ICSOC'11 Proceedings of the 9th international conference on Service-Oriented Computing
CGGA'10 Proceedings of the 9th international conference on Computational Geometry, Graphs and Applications
A levelwise spectral co-clustering algorithm for collaborative filtering
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
An exploration of improving collaborative recommender systems via user-item subgroups
Proceedings of the 21st international conference on World Wide Web
International Journal of Intelligent Systems
Low-Rank matrix factorization and co-clustering algorithms for analyzing large data sets
ICDEM'10 Proceedings of the Second international conference on Data Engineering and Management
Partitioning signed bipartite graphs for classification of individuals and organizations
SBP'12 Proceedings of the 5th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Ensemble methods for biclustering tasks
Pattern Recognition
Fast nonnegative matrix tri-factorization for large-scale data co-clustering
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Clustering high dimensional data
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
In & out zooming on time-aware user/tag clusters
Journal of Intelligent Information Systems
Joint audio-visual bi-modal codewords for video event detection
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
A sparsity-inducing formulation for evolutionary co-clustering
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Summarization-based mining bipartite graphs
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Locally-scaled spectral clustering using empty region graphs
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Unsupervised sparse matrix co-clustering for marketing and sales intelligence
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Constrained co-clustering with non-negative matrix factorisation
International Journal of Business Intelligence and Data Mining
Research on domain-specific features clustering based spectral clustering
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
Sentence clustering via projection over term clusters
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Proceedings of the 20th ACM international conference on Multimedia
MEET: a generalized framework for reciprocal recommender systems
Proceedings of the 21st ACM international conference on Information and knowledge management
Scalable clustering of signed networks using balance normalized cut
Proceedings of the 21st ACM international conference on Information and knowledge management
A regularization framework in polar coordinates for transductive learning in networked data
Information Sciences: an International Journal
Hierarchical co-clustering based on entropy splitting
Proceedings of the 21st ACM international conference on Information and knowledge management
Relational co-clustering via manifold ensemble learning
Proceedings of the 21st ACM international conference on Information and knowledge management
Moving object segmentation using motor signals
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
SPCF: a stepwise partitioning for collaborative filtering to alleviate sparsity problems
Journal of Information Science
Clustering sets of objects using concepts-objects bipartite graphs
SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
A survey on enhanced subspace clustering
Data Mining and Knowledge Discovery
On the equivalence of PLSI and projected clustering
ACM SIGMOD Record
Predicting missing values with biclustering: A coherence-based approach
Pattern Recognition
Fuzzy semi-supervised co-clustering for text documents
Fuzzy Sets and Systems
Detecting overlapping communities in location-based social networks
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Human action segmentation and classification based on the Isomap algorithm
Multimedia Tools and Applications
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
Network Anomaly Detection Using Co-clustering
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Social event detection with robust high-order co-clustering
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Uncovering the wider structure of extreme right communities spanning popular online networks
Proceedings of the 5th Annual ACM Web Science Conference
Personalized ranking model adaptation for web search
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Exploiting user clicks for automatic seed set generation for entity matching
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Cross-media topic detection associated with hot search queries
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
International Journal of Decision Support System Technology
Co-clustering with augmented matrix
Applied Intelligence
How to "alternatize" a clustering algorithm
Data Mining and Knowledge Discovery
Combining co-clustering with noise detection for theme-based summarization
ACM Transactions on Speech and Language Processing (TSLP)
CoBi: Pattern Based Co-Regulated Biclustering of Gene Expression Data
Pattern Recognition Letters
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Large-scale spectral clustering on graphs
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
A Graph Analytical Approach for Topic Detection
ACM Transactions on Internet Technology (TOIT)
Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts
Proceedings of the 7th ACM international conference on Web search and data mining
Reduce and aggregate: similarity ranking in multi-categorical bipartite graphs
Proceedings of the 23rd international conference on World wide web
Cross-domain community detection in heterogeneous social networks
Personal and Ubiquitous Computing
Discovering joint audio---visual codewords for video event detection
Machine Vision and Applications
Mining low-variance biclusters to discover coregulation modules in sequencing datasets
Scientific Programming - Biological Knowledge Discovery and Data Mining
A Probabilistic Latent Semantic Analysis Model for Coclustering the Mouse Brain Atlas
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Feature selection for k-means clustering stability: theoretical analysis and an algorithm
Data Mining and Knowledge Discovery
Hi-index | 0.00 |
Both document clustering and word clustering are well studied problems. Most existing algorithms cluster documents and words separately but not simultaneously. In this paper we present the novel idea of modeling the document collection as a bipartite graph between documents and words, using which the simultaneous clustering problem can be posed as a bipartite graph partitioning problem. To solve the partitioning problem, we use a new spectral co-clustering algorithm that uses the second left and right singular vectors of an appropriately scaled word-document matrix to yield good bipartitionings. The spectral algorithm enjoys some optimality properties; it can be shown that the singular vectors solve a real relaxation to the NP-complete graph bipartitioning problem. We present experimental results to verify that the resulting co-clustering algorithm works well in practice.