Clustering Categorical Data: An Approach Based on Dynamical Systems

A framework for measuring changes in data characteristics

PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems

Fast algorithms for projected clustering

SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data

Scalable algorithms for mining large databases

KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

CACTUS—clustering categorical data using summaries

KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

Clustering in large graphs and matrices

Proceedings of the tenth annual ACM-SIAM symposium on Discrete algorithms

Browsing large digital library collections using classification hierarchies

Proceedings of the eighth international conference on Information and knowledge management

A multiple-resolution method for edge-centric data clustering

Proceedings of the eighth international conference on Information and knowledge management

Authoritative sources in a hyperlinked environment

Journal of the ACM (JACM)

Integrating content search with structure analysis for hypermedia retrieval and management

ACM Computing Surveys (CSUR)

Integrating the document object model with hyperlinks for enhanced topic distillation and information extraction

Proceedings of the 10th international conference on World Wide Web

Retrieving and organizing web pages by “information unit”

Proceedings of the 10th international conference on World Wide Web

Enhanced topic distillation using text, markup tags, and hyperlinks

Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval

Efficient discovery of error-tolerant frequent itemsets in high dimensions

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

COOLCAT: an entropy-based algorithm for categorical clustering

Proceedings of the eleventh international conference on Information and knowledge management

Squeezer: an efficient algorithm for clustering categorical data

Journal of Computer Science and Technology

Finding Localized Associations in Market Basket Data

IEEE Transactions on Knowledge and Data Engineering

Redefining Clustering for High-Dimensional Applications

IEEE Transactions on Knowledge and Data Engineering

Query Relaxation by Structure and Semantics for Retrieval of Logical Web Documents

IEEE Transactions on Knowledge and Data Engineering

Context-Based Similarity Measures for Categorical Databases

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

Pattern-Oriented Hierachical Clustering

ADBIS '99 Proceedings of the Third East European Conference on Advances in Databases and Information Systems

Intelligent Image Clustering

EDBT '02 Proceedings of the Worshops XMLDM, MDDE, and YRWS on XML-Based Data Management and Multimedia Engineering-Revised Papers

Local and Global Methods in Data Mining: Basic Techniques and Open Problems

ICALP '02 Proceedings of the 29th International Colloquium on Automata, Languages and Programming

Extraction of Fuzzy Clusters from Weighted Graphs

PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications

Scalable Hierarchical Clustering Method for Sequences of Categorical Values

PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining

Clustering DTDs: an interactive two-level approach

Journal of Computer Science and Technology

CLOPE: a fast and effective clustering algorithm for transactional data

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

Clustering in very large databases based on distance and density

Journal of Computer Science and Technology

Segmenting Customer Transactions Using a Pattern-Based Clustering Approach

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

PROXIMUS: a framework for analyzing very high dimensional discrete-attributed datasets

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

Clustering Large Graphs via the Singular Value Decomposition

Machine Learning

Entropy-based criterion in categorical clustering

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Information-Theoretic Software Clustering

IEEE Transactions on Software Engineering

CLICKS: Mining Subspace Clusters in Categorical Data via K-Partite Maximal Cliques

ICDE '05 Proceedings of the 21st International Conference on Data Engineering

Using non-linear dynamical systems for web searching and ranking

PODS '04 Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems

A database clustering methodology and tool

Information Sciences—Informatics and Computer Science: An International Journal

SimFusion: measuring similarity using unified relationship matrix

Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

CLICKS: an effective algorithm for mining subspace clusters in categorical datasets

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

Answering imprecise queries over web databases

VLDB '05 Proceedings of the 31st international conference on Very large data bases

TCSOM: Clustering Transactions Using Self-Organizing Map

Neural Processing Letters

A Unified View on Clustering Binary Data

Machine Learning

Nonorthogonal decomposition of binary matrices for bounded-error data compression and analysis

ACM Transactions on Mathematical Software (TOMS)

QROCK: A quick version of the ROCK algorithm for clustering of categorical data

Pattern Recognition Letters

Adherence clustering: an efficient method for mining market-basket clusters

Information Systems

Higher order learning with graphs

ICML '06 Proceedings of the 23rd international conference on Machine learning

Efficiently clustering transactional data with weighted coverage density

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management

Clicks: An effective algorithm for mining subspace clusters in categorical datasets

Data & Knowledge Engineering

Hierarchical clustering of mixed data based on distance hierarchy

Information Sciences: an International Journal

Enabling access-privacy for random walk based data analysis applications

Data & Knowledge Engineering

Strategies for Identifying Statistically Significant Dense Regions in Microarray Data

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Relational link-based ranking

VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30

k-ANMI: A mutual information based clustering algorithm for categorical data

Information Fusion

Bi-level clustering of mixed categorical and numerical biomedical data

International Journal of Data Mining and Bioinformatics

Categorical Data Clustering Using the Combinations of Attribute Values

ICCSA '08 Proceedings of the international conference on Computational Science and Its Applications, Part II

Finding groups in data: Cluster analysis with ants

Applied Soft Computing

Determining the best K for clustering transactional datasets: A coverage density-based approach

Data & Knowledge Engineering

Efficient layered density-based clustering of categorical data

Journal of Biomedical Informatics

“Best K”: critical clustering structures in categorical datasets

Knowledge and Information Systems

A spectral-based clustering algorithm for categorical data using data summaries

Proceedings of the 2nd Workshop on Data Mining using Matrices and Tensors

Clustering heterogeneous data using clustering by compression

ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers

HE-Tree: a framework for detecting changes in clustering structure for categorical data streams

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

Adherence clustering: an efficient method for mining market-basket clusters

Information Systems

SCALE: a scalable framework for efficiently clustering transactional data

Data Mining and Knowledge Discovery

A new method for clustering heterogeneous data: clustering by compression

WSEAS Transactions on Computers

Hierarchical density-based clustering of categorical data and a simplification

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining

Transaction clustering using a seeds based approach

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

Clustering categorical data using an extended modularity measure

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II

SpectralCAT: Categorical spectral clustering of numerical and nominal data

Pattern Recognition

A dissimilarity measure for the k-Modes clustering algorithm

Knowledge-Based Systems

Clustering categorical data using coverage density

ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications

Kernel k-means for categorical data

IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis

A divisive ordering algorithm for mapping categorical data to numeric data

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II

A novel clustering method based on spatial operations

BNCOD'06 Proceedings of the 23rd British National Conference on Databases, conference on Flexible and Efficient Information Handling

Rough Set Based Clustering Using Active Learning Approach

International Journal of Artificial Life Research

Hamming Distance based Clustering Algorithm

International Journal of Information Retrieval Research

Survey of Clustering: Algorithms and Applications

International Journal of Information Retrieval Research