Information retrieval on the web
ACM Computing Surveys (CSUR)
Co-clustering documents and words using bipartite spectral graph partitioning
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
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
Coupled clustering: a method for detecting structural correspondence
The Journal of Machine Learning Research
A divisive information theoretic feature clustering algorithm for text classification
The Journal of Machine Learning Research
A new optimization criterion for generalized discriminant analysis on undersampled problems
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
A unified framework for model-based clustering
The Journal of Machine Learning Research
Pseudo-Supervised Clustering for Text Documents
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Ontology-Based Structured Cosine Similarity in Speech Document Summarization
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Data Driven Similarity Measures for k-Means Like Clustering Algorithms
Information Retrieval
A probabilistic model for Latent Semantic Indexing: Research Articles
Journal of the American Society for Information Science and Technology
Hierarchical Clustering Algorithms for Document Datasets
Data Mining and Knowledge Discovery
QCS: a tool for querying, clustering, and summarizing documents
NAACL-Demonstrations '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Demonstrations - Volume 4
IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition
IEEE Transactions on Knowledge and Data Engineering
QA-Pagelet: Data Preparation Techniques for Large-Scale Data Analysis of the Deep Web
IEEE Transactions on Knowledge and Data Engineering
A general model for clustering binary data
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Model-based overlapping clustering
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Robust one-class clustering using hybrid global and local search
ICML '05 Proceedings of the 22nd international conference on Machine learning
Parameter-Free Spatial Data Mining Using MDL
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
CLUMP: A Scalable and Robust Framework for Structure Discovery
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Generalized Low Rank Approximations of Matrices
Machine Learning
Cross-dataset clustering: revealing corresponding themes across multiple corpora
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Features for unsupervised document classification
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
A parallel hybrid web document clustering algorithm and its performance study
The Journal of Supercomputing - Special issue: Parallel and distributed processing and applications
2005 Special Issue: Efficient streaming text clustering
Neural Networks - 2005 Special issue: IJCNN 2005
A Unified View on Clustering Binary Data
Machine Learning
Probabilistic topic decomposition of an eighteenth-century American newspaper
Journal of the American Society for Information Science and Technology
Orthogonal nonnegative matrix t-factorizations for clustering
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient agent-based cluster ensembles
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Semi-supervised model-based document clustering: A comparative study
Machine Learning
Knowledge Discovery from Semi-Structured Data for Conceptual Organization
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Searching for topics in a large collection of texts
ACLstudent '04 Proceedings of the ACL 2004 workshop on Student research
Initialization enhancer for non-negative matrix factorization
Engineering Applications of Artificial Intelligence
Enhancing clustering blog documents by utilizing author/reader comments
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
DALASS: Variable selection in discriminant analysis via the LASSO
Computational Statistics & Data Analysis
A clustering method for web data with multi-type interrelated components
Proceedings of the 16th international conference on World Wide Web
Exploratory spatio-temporal data mining and visualization
Journal of Visual Languages and Computing
Generating Concept Ontologies through Text Mining
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Subject metadata enrichment using statistical topic models
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Regularized clustering for documents
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Enhancing semi-supervised clustering: a feature projection perspective
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
QCS: A system for querying, clustering and summarizing documents
Information Processing and Management: an International Journal
Classifier ensembles: Select real-world applications
Information Fusion
Clustering support for automated tracing
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
SVD based initialization: A head start for nonnegative matrix factorization
Pattern Recognition
Automatic content targeting on mobile phones
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Mining categories for emails via clustering and pattern discovery
Journal of Intelligent Information Systems
International Journal of Business Intelligence and Data Mining
A statistical model of cluster stability
Pattern Recognition
Proceedings of the 17th international conference on World Wide Web
Bregman bubble clustering: A robust framework for mining dense clusters
ACM Transactions on Knowledge Discovery from Data (TKDD)
On the development of a technology intelligence tool for identifying technology opportunity
Expert Systems with Applications: An International Journal
Ensemble clustering with voting active clusters
Pattern Recognition Letters
Discrete data clustering using finite mixture models
Pattern Recognition
Structuring technological information for technology roadmapping: data mining approach
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing
Neural Information Processing
Data Clustering with Semi-binary Nonnegative Matrix Factorization
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Towards the Automatic Construction of Conceptual Taxonomies
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Clustering based on matrix approximation: a unifying view
Knowledge and Information Systems
Clustered subset selection and its applications on it service metrics
Proceedings of the 17th ACM conference on Information and knowledge management
Peer-to-peer similarity search over widely distributed document collections
Proceedings of the 2008 ACM workshop on Large-Scale distributed systems for information retrieval
An active learning framework for semi-supervised document clustering with language modeling
Data & Knowledge Engineering
Discovery of a User Interests on the Internet
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Graph nodes clustering with the sigmoid commute-time kernel: A comparative study
Data & Knowledge Engineering
A recommender system for requirements elicitation in large-scale software projects
Proceedings of the 2009 ACM symposium on Applied Computing
A class of multistep sparse matrix strategies for concept decomposition matrix approximation
Proceedings of the 2009 ACM symposium on Applied Computing
Automated support for managing feature requests in open forums
Communications of the ACM - A View of Parallel Computing
NetWorkSpace: a coordination system for high-productivity environments
International Journal of Parallel Programming
A Semi-supervised Topic-Driven Approach for Clustering Textual Answers to Survey Questions
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Learning author-topic models from text corpora
ACM Transactions on Information Systems (TOIS)
Knowledge transfer on hybrid graph
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Short Communication: Concept lattice reduction using fuzzy K-Means clustering
Expert Systems with Applications: An International Journal
Clustered SVD strategies in latent semantic indexing
Information Processing and Management: an International Journal
Fast document clustering based on weighted comparative advantage
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
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)
Graph nodes clustering based on the commute-time kernel
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Visualising the cluster structure of data streams
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
A clustering scheme for large high-dimensional document datasets
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Exploration of a text collection and identification of topics by clustering
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Contextual adaptive clustering of web and text documents with personalization
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
Block clustering for web pages categorization
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Utilizing recommender systems to support software requirements elicitation
Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering
Hyperspherical possibilistic fuzzy c-means for high-dimensional data clustering
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Enhancing principal direction divisive clustering
Pattern Recognition
Invited paper: Visualizing search results and document collections using topic maps
Web Semantics: Science, Services and Agents on the World Wide Web
Document clustering via dirichlet process mixture model with feature selection
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
A short text modeling method combining semantic and statistical information
Information Sciences: an International Journal
Discrete visual features modeling via leave-one-out likelihood estimation and applications
Journal of Visual Communication and Image Representation
Multi-prototype vector-space models of word meaning
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
A robust semi-supervised classification method for transfer learning
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Hypergraph-based multilevel matrix approximation for text information retrieval
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
A spectral approach to clustering numerical vectors as nodes in a network
Pattern Recognition
A graph-based projection approach for semi-supervised clustering
PKAW'10 Proceedings of the 11th international conference on Knowledge management and acquisition for smart systems and services
A graph model for clustering based on mutual information
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
An efficient preprocessing stage for the relationship-based clustering framework
Intelligent Data Analysis
Comprehensible and accurate cluster labels in text clustering
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Scalable clustering of news search results
Proceedings of the fourth ACM international conference on Web search and data mining
Document clustering using synthetic cluster prototypes
Data & Knowledge Engineering
Topic-constrained hierarchical clustering for document datasets
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Costco: robust content and structure constrained clustering of networked documents
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
On-demand feature recommendations derived from mining public product descriptions
Proceedings of the 33rd International Conference on Software Engineering
Incremental computation of information landscapes for dynamic web interfaces
Proceedings of the IX Symposium on Human Factors in Computing Systems
Visualization of large category hierarchies
Proceedings of the 2011 Visual Information Communication - International Symposium
Semi-supervised parameter-free divisive hierarchical clustering of categorical data
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Click shaping to optimize multiple objectives
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Collaborative clustering of XML documents
Journal of Computer and System Sciences
A Liouville-based approach for discrete data categorization
RSFDGrC'11 Proceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing
Topic graph based non-negative matrix factorization for transfer learning
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Distributed scalable collaborative filtering algorithm
Euro-Par'11 Proceedings of the 17th international conference on Parallel processing - Volume Part I
Unsupervised classification of hyperspectral images on spherical manifolds
ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects
A graph model for mutual information based clustering
Journal of Intelligent Information Systems
Wikipedia world map: method and application of map-like wiki visualization
Proceedings of the 7th International Symposium on Wikis and Open Collaboration
Autonomous and adaptive identification of topics in unstructured text
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Emerging topic detection using dictionary learning
Proceedings of the 20th ACM international conference on Information and knowledge management
Spectral composition of semantic spaces
QI'11 Proceedings of the 5th international conference on Quantum interaction
Image clustering using multimodal keywords
SAMT'06 Proceedings of the First international conference on Semantic and Digital Media Technologies
Text retrieval using sparsified concept decomposition matrix
CIS'04 Proceedings of the First international conference on Computational and Information Science
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
Knowledge-based and knowledge-lean methods combined in unsupervised word sense disambiguation
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Text clustering with limited user feedback under local metric learning
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Kernel independent component analysis for gene expression data clustering
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Dimensionality reduction for semi-supervised face recognition
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Enhancement of DTP feature selection method for text categorization
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
ESPClust: an effective skew prevention method for model-based document clustering
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Subspace clustering of text documents with feature weighting k-means algorithm
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
MMPClust: a skew prevention algorithm for model-based document clustering
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Enhancing matrix factorization through initialization for implicit feedback databases
Proceedings of the 2nd Workshop on Context-awareness in Retrieval and Recommendation
Streaming data reduction using low-memory factored representations
Information Sciences: an International Journal
Review: SMS spam filtering: Methods and data
Expert Systems with Applications: An International Journal
Improving quality of search results clustering with approximate matrix factorisations
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Topic discovery and topic-driven clustering for audit method datasets
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Unsupervised extraction of template structure in web search queries
Proceedings of the 21st international conference on World Wide Web
Leveraging network structure for incremental document clustering
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Full and mini-batch clustering of news articles with Star-EM
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Class visualization of high-dimensional data with applications
Computational Statistics & Data Analysis
Fuzzy data mining: a literature survey and classification framework
International Journal of Networking and Virtual Organisations
Journal of Intelligent Information Systems
Improving word representations via global context and multiple word prototypes
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
On-line single-pass clustering based on diffusion maps
NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
Unsupervised data processing for classifier-based speech translator
Computer Speech and Language
Fast dimension reduction for document classification based on imprecise spectrum analysis
Information Sciences: an International Journal
Live and learn from mistakes: A lightweight system for document classification
Information Processing and Management: an International Journal
Dynamic topography information landscapes: an incremental approach to visual knowledge discovery
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Gesture-based interaction with 3D visualizations of document collections for exploration and search
Proceedings of the 18th ACM symposium on Virtual reality software and technology
Clustering a very large number of textual unstructured customers' reviews in english
AIMSA'12 Proceedings of the 15th international conference on Artificial Intelligence: methodology, systems, and applications
Clustering heterogeneous data with mutual semi-supervision
SPIRE'12 Proceedings of the 19th international conference on String Processing and Information Retrieval
DLPR: a distributed locality preserving dimension reduction algorithm
IDCS'12 Proceedings of the 5th international conference on Internet and Distributed Computing Systems
Parallel rare term vector replacement: Fast and effective dimensionality reduction for text
Journal of Parallel and Distributed Computing
Fuzzy semi-supervised co-clustering for text documents
Fuzzy Sets and Systems
Effective Fuzzy Ontology Based Distributed Document Using Non-Dominated Ranked Genetic Algorithm
International Journal of Intelligent Information Technologies
Semi-Automatic Ontology Construction by Exploiting Functional Dependencies and Association Rules
International Journal on Semantic Web & Information Systems
Artificial Intelligence in Medicine
On online high-dimensional spherical data clustering and feature selection
Engineering Applications of Artificial Intelligence
Batch-Mode Active Learning with Semi-supervised Cluster Tree for Text Classification
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Onomatology and content analysis of ergodic literature
Proceedings of the 3rd Narrative and Hypertext Workshop
Feature model extraction from large collections of informal product descriptions
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
Probability-based text clustering algorithm by alternately repeating two operations
Journal of Information Science
Self-learning K-means clustering: a global optimization approach
Journal of Global Optimization
BDMPI: conquering BigData with small clusters using MPI
DISCS-2013 Proceedings of the 2013 International Workshop on Data-Intensive Scalable Computing Systems
Model-based clustering of probability density functions
Advances in Data Analysis and Classification
Evolving soft subspace clustering
Applied Soft Computing
Hidden Markov Model on a unit hypersphere space for gesture trajectory recognition
Pattern Recognition Letters
Visualizing large-scale human collaboration in Wikipedia
Future Generation Computer Systems
Comment-based multi-view clustering of web 2.0 items
Proceedings of the 23rd international conference on World wide web
Rectifying the representation learned by Non-negative Matrix Factorization
International Journal of Knowledge-based and Intelligent Engineering Systems
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