Algebraic Techniques for Analysis of Large Discrete-Valued Datasets
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
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
Tractable Group Detection on Large Link Data Sets
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Frequent-Pattern based Iterative Projected Clustering
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Similarity-based clustering of Web transactions
Proceedings of the 2003 ACM symposium on Applied computing
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
Navigating massive data sets via local clustering
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient data mining for calling path patterns in GSM networks
Information Systems
A Human-Computer Interactive Method for Projected Clustering
IEEE Transactions on Knowledge and Data Engineering
Network flow for outlier detection
ACM-SE 42 Proceedings of the 42nd annual Southeast regional conference
A New Conceptual Clustering Framework
Machine Learning
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
Compression, Clustering, and Pattern Discovery in Very High-Dimensional Discrete-Attribute Data Sets
IEEE Transactions on Knowledge and Data Engineering
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Categorical data visualization and clustering using subjective factors
Data & Knowledge Engineering
Clustering mixed numerical and low quality categorical data: significance metrics on a yeast example
Proceedings of the 2nd international workshop on Information quality in information systems
Knowledge discovery by probabilistic clustering of distributed databases
Data & Knowledge Engineering
Post-processing clustering to reduce XCS variability
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
A Unified View on Clustering Binary Data
Machine Learning
Fast Distributed Outlier Detection in Mixed-Attribute Data Sets
Data Mining and Knowledge Discovery
Nonorthogonal decomposition of binary matrices for bounded-error data compression and analysis
ACM Transactions on Mathematical Software (TOMS)
Adherence clustering: an efficient method for mining market-basket clusters
Information Systems
iVIBRATE: Interactive visualization-based framework for clustering large datasets
ACM Transactions on Information Systems (TOIS)
Projected clustering for categorical datasets
Pattern Recognition Letters
A divide-and-merge methodology for clustering
ACM Transactions on Database Systems (TODS)
ACM Transactions on Knowledge Discovery from Data (TKDD)
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Emotion-based impressionism slideshow with automatic music accompaniment
Proceedings of the 15th international conference on Multimedia
Algorithms for clustering high dimensional and distributed data
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
LEGClust—A Clustering Algorithm Based on Layered Entropic Subgraphs
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
A general grid-clustering approach
Pattern Recognition Letters
Approximate Clustering of Noisy Biomedical Data
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part I
Outlier detection and evaluation by network flow
International Journal of Computer Applications in Technology
Density of Closed Balls in Real-Valued and Autometrized Boolean Spaces for Clustering Applications
SBIA '08 Proceedings of the 19th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Projected outlier detection in high-dimensional mixed-attributes data set
Expert Systems with Applications: An International Journal
A transaction pattern analysis system based on neural network
Expert Systems with Applications: An International Journal
Semantic clustering for region-based image retrieval
Journal of Visual Communication and Image Representation
Efficient layered density-based clustering of categorical data
Journal of Biomedical Informatics
ACM Computing Surveys (CSUR)
Expert Systems with Applications: An International Journal
“Best K”: critical clustering structures in categorical datasets
Knowledge and Information Systems
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
Text document clustering based on neighbors
Data & Knowledge Engineering
Ontology based schema matching and mapping approach for structured databases
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
An efficient and scalable algorithm for segmented alignment of ontologies of arbitrary size
Web Semantics: Science, Services and Agents on the World Wide Web
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
Discovering conjecturable rules through tree-based clustering analysis
Expert Systems with Applications: An International Journal
Adherence clustering: an efficient method for mining market-basket clusters
Information Systems
An incremental clustering scheme for data de-duplication
Data Mining and Knowledge Discovery
A rough set approach for selecting clustering attribute
Knowledge-Based Systems
Data clustering: 50 years beyond K-means
Pattern Recognition Letters
On the application of clustering techniques to support debugging large-scale multi-agent systems
ProMAS'06 Proceedings of the 4th international conference on Programming multi-agent systems
Debugging agents in agent factory
ProMAS'06 Proceedings of the 4th international conference on Programming multi-agent systems
Post-processing clustering to decrease variability in XCS induced rulesets
IWLCS'03-05 Proceedings of the 2003-2005 international conference on Learning classifier systems
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
Clustering ensembles based on normalized edges
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Default clustering with conceptual structures
Journal on data semantics VIII
Geometrical information fusion from WWW and its related information
DNIS'07 Proceedings of the 5th international conference on Databases in networked information 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
R-map: mapping categorical data for clustering and visualization based on reference sets
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Semantics-guided clustering of heterogeneous XML schemas
Journal on data semantics IX
WMCA: a weighted matrix coverage based approach to cluster multivariate time series
ICNC'09 Proceedings of the 5th international conference on Natural computation
Clustering web people search results using fuzzy ants
Information Sciences: an International Journal
Active caching for similarity queries based on shared-neighbor information
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Co-location pattern mining for unevenly distributed data: algorithm, experiments and applications
International Journal of Computational Science and Engineering
Multi-source shared nearest neighbours for multi-modal image clustering
Multimedia Tools and Applications
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
XML data clustering: An overview
ACM Computing Surveys (CSUR)
Aggregate distance based clustering using fibonacci series-FIBCLUS
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
SpectralCAT: Categorical spectral clustering of numerical and nominal data
Pattern Recognition
Partitioning hard clustering algorithms based on multiple dissimilarity matrices
Pattern Recognition
A practical approach for clustering transaction data
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Poster: applying unsupervised context-based analysis for detecting unauthorized data disclosure
Proceedings of the 18th ACM conference on Computer and communications security
Semantic correlation network based text clustering
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
An extension of self-organizing maps to categorical data
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
User group profile modeling based on user transactional data for personalized systems
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
Improved ROCK for text clustering using asymmetric proximity
SOFSEM'06 Proceedings of the 32nd conference on Current Trends in Theory and Practice of Computer Science
Building a personalized music emotion prediction system
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
A distance-based algorithm for clustering database user sessions
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Kernel k-means for categorical data
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Determining the number of clusters using information entropy for mixed data
Pattern Recognition
Clustering structured web sources: a schema-based, model-differentiation approach
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
An overview of web data clustering practices
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
Finding and analyzing database user sessions
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Ontology-based users and requests clustering in customer service management system
AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining
Mining significant usage patterns from clickstream data
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
A set correlation model for partitional clustering
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
A fast and effective partitioning algorithm for document clustering
ICDEM'10 Proceedings of the Second international conference on Data Engineering and Management
Event-based classification of social media streams
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
A self-organizing map for transactional data and the related categorical domain
Applied Soft Computing
SOHAC: efficient storage of tick data that supports search and analysis
ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
Towards hierarchical clustering
CSR'07 Proceedings of the Second international conference on Computer Science: theory and applications
Clustering-based k-anonymisation algorithms
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Hierarchical data organization for effective retrieval of similar shaders
Proceedings of the 2012 ACM Research in Applied Computation Symposium
Clustering heterogeneous data with mutual semi-supervision
SPIRE'12 Proceedings of the 19th international conference on String Processing and Information Retrieval
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
An improved genetic clustering algorithm for categorical data
PAKDD'12 Proceedings of the 2012 Pacific-Asia conference on Emerging Trends in Knowledge Discovery and Data Mining
Semantic Pattern Transformation: Applying Knowledge Discovery Processes in Heterogeneous Domains
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
A sample-based hierarchical adaptive K-means clustering method for large-scale video retrieval
Knowledge-Based Systems
VICUS: a noise addition technique for categorical data
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Central clustering of categorical data with automated feature weighting
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Storage-optimizing clustering algorithms for high-dimensional tick data
Expert Systems with Applications: An International Journal
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