WebACE: a Web agent for document categorization and exploration

Unsupervised updating of a classification tree in a dynamic environment

Proceedings of the third annual conference on Autonomous Agents

Retriever: an agent for intelligent information recovery

ICIS '99 Proceedings of the 20th international conference on Information Systems

Fast supervised dimensionality reduction algorithm with applications to document categorization & retrieval

Proceedings of the ninth international conference on Information and knowledge management

PVA: a self-adaptive personal view agent system

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Evaluation of hierarchical clustering algorithms for document datasets

Proceedings of the eleventh international conference on Information and knowledge management

Principal Direction Divisive Partitioning

Data Mining and Knowledge Discovery

PVA: A Self-Adaptive Personal View Agent

Journal of Intelligent Information Systems

Towards Intelligent Information Retrieval Engines: A Multi-agent Approach

ADBIS-DASFAA '00 Proceedings of the East-European Conference on Advances in Databases and Information Systems Held Jointly with International Conference on Database Systems for Advanced Applications: Current Issues in Databases and Information Systems

Who Do You Want to Be Today? Web Personae for Personalised Information Access

AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems

Frequent term-based text clustering

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

Learning to Identify Interesting Links in Intelligent Information Discovery

ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence

Efficient multi-way text categorization via generalized discriminant analysis

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management

Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering

Machine Learning

Document clustering via adaptive subspace iteration

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

Hierarchical Clustering Algorithms for Document Datasets

Data Mining and Knowledge Discovery

A general model for clustering binary data

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

Enhancing Data Analysis with Noise Removal

IEEE Transactions on Knowledge and Data Engineering

Web navigation support by means of proximity-driven assistant agents: Special Topic Section on Soft Approaches to Information Retrieval and Information Access on the Web

Journal of the American Society for Information Science and Technology

Generating maps of web pages using cellular automata

Proceedings of the 15th international conference on World Wide Web

Orthogonal nonnegative matrix t-factorizations for clustering

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

K-means clustering versus validation measures: a data distribution perspective

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Privacy leakage in multi-relational databases: a semi-supervised learning perspective

The VLDB Journal — The International Journal on Very Large Data Bases

Semi-supervised model-based document clustering: A comparative study

Machine Learning

Minimum sum-squared residue for fuzzy co-clustering

Intelligent Data Analysis

On building graphs of documents with artificial ants

Proceedings of the 16th international conference on World Wide Web

Adaptive dimension reduction using discriminant analysis and K-means clustering

Proceedings of the 24th international conference on Machine learning

Regularized clustering for documents

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

Local decomposition for rare class analysis

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

Algorithms for clustering high dimensional and distributed data

Intelligent Data Analysis

On the equivalence between Non-negative Matrix Factorization and Probabilistic Latent Semantic Indexing

Computational Statistics & Data Analysis

Text categorization via generalized discriminant analysis

Information Processing and Management: an International Journal

SAIL: summation-based incremental learning for information-theoretic clustering

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Towards understanding hierarchical clustering: A data distribution perspective

Neurocomputing

An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering

Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence

Nonnegative matrix factorization and probabilistic latent semantic indexing: equivalence, chi-square statistic, and a hybrid method

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1

Performance evaluation of density-based clustering methods

Information Sciences: an International Journal

K-means clustering versus validation measures: a data-distribution perspective

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Generalized cluster aggregation

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence

Text clustering approach based on maximal frequent term sets

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

COG: local decomposition for rare class analysis

Data Mining and Knowledge Discovery

Mining fuzzy frequent itemsets for hierarchical document clustering

Information Processing and Management: an International Journal

Classification of skewed and homogenous document corpora with class-based and corpus-based keywords

KI'06 Proceedings of the 29th annual German conference on Artificial intelligence

Word weighting based on user's browsing history

UM'03 Proceedings of the 9th international conference on User modeling

Orthogonal nonnegative matrix tri-factorization for co-clustering: Multiplicative updates on Stiefel manifolds

Information Processing and Management: an International Journal

Validation of overlapping clustering: A random clustering perspective

Information Sciences: an International Journal

Exploiting probabilistic topic models to improve text categorization under class imbalance

Information Processing and Management: an International Journal

Multitask Bregman clustering

Neurocomputing

A hierarchical document clustering environment based on the induced bisecting k-means

FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems

Classifying Very High-Dimensional Data with Random Forests Built from Small Subspaces

International Journal of Data Warehousing and Mining