Direct methods for sparse matrices
Direct methods for sparse matrices
Bayesian classification (AutoClass): theory and results
Advances in knowledge discovery and data mining
Fast discovery of association rules
Advances in knowledge discovery and data mining
Database management systems
Automatic subspace clustering of high dimensional data for data mining applications
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
CACTUS—clustering categorical data using summaries
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
Clustering Categorical Data: An Approach Based on Dynamical Systems
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
ROCK: A Robust Clustering Algorithm for Categorical Attributes
ICDE '99 Proceedings of the 15th International Conference on Data Engineering
CACTUS—clustering categorical data using summaries
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Clustering through decision tree construction
Proceedings of the ninth international conference on Information and knowledge management
Efficient discovery of error-tolerant frequent itemsets in high dimensions
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
A robust and scalable clustering algorithm for mixed type attributes in large database environment
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Summarization as feature selection for text categorization
Proceedings of the tenth international conference on Information and knowledge management
COOLCAT: an entropy-based algorithm for categorical clustering
Proceedings of the eleventh international conference on Information and knowledge management
FREM: fast and robust EM clustering for large data sets
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
Context-Based Similarity Measures for Categorical Databases
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Interactive Clustering for Transaction Data
DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
Feature Selection for Clustering
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
A survey on wavelet applications in data mining
ACM SIGKDD Explorations Newsletter
Mining intrusion detection alarms for actionable knowledge
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
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 binary data streams with K-means
DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
Conceptual Clustering of Heterogeneous GeneExpression Sequences
Artificial Intelligence Review
Hypergraph Models and Algorithms for Data-Pattern-Based Clustering
Data Mining and Knowledge Discovery
Automatic categorization of query results
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
A New Conceptual Clustering Framework
Machine Learning
Efficient Disk-Based K-Means Clustering for Relational Databases
IEEE Transactions on Knowledge and Data Engineering
Turning CARTwheels: an alternating algorithm for mining redescriptions
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Entropy-based criterion in categorical clustering
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Organizing structured web sources by query schemas: a clustering approach
Proceedings of the thirteenth ACM international conference on Information and knowledge management
CLICKS: Mining Subspace Clusters in Categorical Data via K-Partite Maximal Cliques
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
A database clustering methodology and tool
Information Sciences—Informatics and Computer Science: An International Journal
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Categorical data visualization and clustering using subjective factors
Data & Knowledge Engineering
Cross-relational clustering with user's guidance
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
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
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Answering imprecise queries over web databases
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Knowledge discovery by probabilistic clustering of distributed databases
Data & Knowledge Engineering
TCSOM: Clustering Transactions Using Self-Organizing Map
Neural Processing Letters
Labeling Unclustered Categorical Data into Clusters Based on the Important Attribute Values
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
A Unified View on Clustering Binary Data
Machine Learning
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
A Bit Level Representation for Time Series Data Mining with Shape Based Similarity
Data Mining and Knowledge Discovery
Expanding the taxonomies of bibliographic archives with persistent long-term themes
Proceedings of the 2006 ACM symposium on Applied computing
Projected clustering for categorical datasets
Pattern Recognition Letters
RoleMiner: mining roles using subset enumeration
Proceedings of the 13th ACM conference on Computer and communications security
Efficiently clustering transactional data with weighted coverage density
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Physical Database Design: the database professional's guide to exploiting indexes, views, storage, and more
Clicks: An effective algorithm for mining subspace clusters in categorical datasets
Data & Knowledge Engineering
Supporting ranking and clustering as generalized order-by and group-by
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
A k-mean clustering algorithm for mixed numeric and categorical data
Data & Knowledge Engineering
Hierarchical clustering of mixed data based on distance hierarchy
Information Sciences: an International Journal
Eliminating fuzzy duplicates in data warehouses
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Algorithms for clustering high dimensional and distributed data
Intelligent Data Analysis
Fast ordering of large categorical datasets for visualization
Intelligent Data Analysis
Mining association rules using clustering
Intelligent Data Analysis
MMR: An algorithm for clustering categorical data using Rough Set Theory
Data & Knowledge Engineering
Top-Down Parameter-Free Clustering of High-Dimensional Categorical Data
IEEE Transactions on Knowledge and Data Engineering
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
ACM SIGKDD Explorations Newsletter
Learning decision trees with taxonomy of propositionalized attributes
Pattern Recognition
Improved search strategies and extensions to k-medoids-based clustering algorithms
International Journal of Business Intelligence and Data Mining
Categorical Data Clustering Using the Combinations of Attribute Values
ICCSA '08 Proceedings of the international conference on Computational Science and Its Applications, Part II
Data Reduction Method for Categorical Data Clustering
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
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
Identifying appropriate methodologies and strategies for vertical mining with incomplete data
WSEAS Transactions on Computers
Efficient layered density-based clustering of categorical data
Journal of Biomedical Informatics
On exploiting the power of time in data mining
ACM SIGKDD Explorations Newsletter
Vertical mining with incomplete data
MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
“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 with Domain Value Dissimilarity for Categorical Data
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Enhancing Document Clustering through Heuristics and Summary-Based Pre-processing
Proceedings of the Symposium on Human Interface 2009 on Human Interface and the Management of Information. Information and Interaction. Part II: Held as part of HCI International 2009
Context-Based Distance Learning for Categorical Data Clustering
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
Agglomerating local patterns hierarchically with ALPHA
Proceedings of the 18th ACM conference on Information and knowledge management
Ontology based schema matching and mapping approach for structured databases
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
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
Multiobjective genetic algorithm-based fuzzy clustering of categorical attributes
IEEE Transactions on Evolutionary Computation
A rough set approach for selecting clustering attribute
Knowledge-Based Systems
Electricity based external similarity of categorical attributes
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
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
Modified fuzzy c-means for ordinal valued attributes with particle swarm for optimization
Fuzzy Sets and Systems
Transaction clustering using a seeds based approach
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Enhanced k-means clustering for patient reported outcome
CEA'10 Proceedings of the 4th WSEAS international conference on Computer engineering and applications
DK-BKM: decremental K belief K-modes method
SUM'10 Proceedings of the 4th international conference on Scalable uncertainty management
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
Pattern Recognition Letters
Propositionalized attribute taxonomies from data for data-driven construction of concise classifiers
Expert Systems with Applications: An International Journal
Aggregate distance based clustering using fibonacci series-FIBCLUS
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
DISC: data-intensive similarity measure for categorical data
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
SpectralCAT: Categorical spectral clustering of numerical and nominal data
Pattern Recognition
A survey: hybrid evolutionary algorithms for cluster analysis
Artificial Intelligence Review
Clustering based on compressed data for categorical and mixed attributes
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
An extension of self-organizing maps to categorical data
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
A dissimilarity measure for the k-Modes clustering algorithm
Knowledge-Based Systems
DHCC: Divisive hierarchical clustering of categorical data
Data Mining and Knowledge Discovery
From Context to Distance: Learning Dissimilarity for Categorical Data Clustering
ACM Transactions on Knowledge Discovery from Data (TKDD)
Temporal evolution and local patterns
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
Multinomial event model based abstraction for sequence and text classification
SARA'05 Proceedings of the 6th international conference on Abstraction, Reformulation and Approximation
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
Clustering structured web sources: a schema-based, model-differentiation approach
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
On clustering techniques for change diagnosis in data streams
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Clustering of heterogeneously typed data with soft computing - a case study
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Clustering heterogeneous data with mutual semi-supervision
SPIRE'12 Proceedings of the 19th international conference on String Processing and Information Retrieval
A novel fuzzy clustering algorithm with between-cluster information for categorical data
Fuzzy Sets and Systems
Closed and noise-tolerant patterns in n-ary relations
Data Mining and Knowledge Discovery
Hamming Distance based Clustering Algorithm
International Journal of Information Retrieval Research
Rare association rule mining via transaction clustering
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
Clustering cubes with binary dimensions in one pass
Proceedings of the sixteenth international workshop on Data warehousing and OLAP
CRUDAW: a novel fuzzy technique for clustering records following user defined attribute weights
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
MAR: Maximum Attribute Relative of soft set for clustering attribute selection
Knowledge-Based Systems
Survey of Clustering: Algorithms and Applications
International Journal of Information Retrieval Research
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