CSG set-theoretic solid modelling and NC machining of blend surfaces
SCG '86 Proceedings of the second annual symposium on Computational geometry
Covering a simple orthogonal polygon with a minimum number of orthogonally convex polygons
SCG '87 Proceedings of the third annual symposium on Computational geometry
Algorithms for clustering data
Algorithms for clustering data
Performance guarantees on a sweep-line heuristic for covering rectilinear polygons with rectangles
SIAM Journal on Discrete Mathematics
Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
On the hardness of approximating minimization problems
STOC '93 Proceedings of the twenty-fifth annual ACM symposium on Theory of computing
Mining quantitative association rules in large relational tables
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
BIRCH: an efficient data clustering method for very large databases
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
A threshold of ln n for approximating set cover (preliminary version)
STOC '96 Proceedings of the twenty-eighth annual ACM symposium on Theory of computing
Range queries in OLAP data cubes
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Dynamic itemset counting and implication rules for market basket data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Association rules over interval data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Advances in knowledge discovery and data mining
Advances in knowledge discovery and data mining
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
A cost model for nearest neighbor search in high-dimensional data space
PODS '97 Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Data mining, hypergraph transversals, and machine learning (extended abstract)
PODS '97 Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Efficiently mining long patterns from databases
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
A comparative study of clustering methods
Future Generation Computer Systems - Special double issue on data mining
Stochastic Complexity in Statistical Inquiry Theory
Stochastic Complexity in Statistical Inquiry Theory
The Design and Analysis of Computer Algorithms
The Design and Analysis of Computer Algorithms
SLIQ: A Fast Scalable Classifier for Data Mining
EDBT '96 Proceedings of the 5th International Conference on Extending Database Technology: Advances in Database Technology
Pincer Search: A New Algorithm for Discovering the Maximum Frequent Set
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
Efficient and Effective Clustering Methods for Spatial Data Mining
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Sampling Large Databases for Association Rules
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
SPRINT: A Scalable Parallel Classifier for Data Mining
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Efficient algorithms for geometric optimization
ACM Computing Surveys (CSUR)
A framework for measuring changes in data characteristics
PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
OPTICS: ordering points to identify the clustering structure
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
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
Clustering techniques for large data sets—from the past to the future
KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Entropy-based subspace clustering for mining numerical data
KDD '99 Proceedings 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
ACQ: an automatic clustering and querying approach for large image databases
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 2)
A multiple-resolution method for edge-centric data clustering
Proceedings of the eighth international conference on Information and knowledge management
Finding generalized projected clusters in high dimensional spaces
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
LOF: identifying density-based local outliers
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
SQLEM: fast clustering in SQL using the EM algorithm
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Approximation algorithms for projective clustering
SODA '00 Proceedings of the eleventh annual ACM-SIAM symposium on Discrete algorithms
Efficient mining of weighted association rules (WAR)
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Feature selection in unsupervised learning via evolutionary search
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Identifying prospective customers
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
High performance clustering based on the similarity join
Proceedings of the ninth international conference on Information and knowledge management
A cost model for query processing in high dimensional data spaces
ACM Transactions on Database Systems (TODS)
Information retrieval on the web
ACM Computing Surveys (CSUR)
Outlier detection for high dimensional data
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Database techniques for archival of solid models
Proceedings of the sixth ACM symposium on Solid modeling and applications
Systems support for scalable data mining
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Robust space transformations for distance-based operations
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
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 human-computer cooperative system for effective high dimensional clustering
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Induction of semantic classes from natural language text
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
ACM Computing Surveys (CSUR)
Towards effective and interpretable data mining by visual interaction
ACM SIGKDD Explorations Newsletter
A new cell-based clustering method for large, high-dimensional data in data mining applications
Proceedings of the 2002 ACM symposium on Applied computing
Journal of Intelligent Information Systems
Clustering by pattern similarity in large data sets
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
A Monte Carlo algorithm for fast projective clustering
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
An evaluation of sampling methods for data mining with fuzzy C-means
Data mining for design and manufacturing
An iterative strategy for pattern discovery in high-dimensional data sets
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
Opening the black box: interactive hierarchical clustering for multivariate spatial patterns
Proceedings of the 10th ACM international symposium on Advances in geographic information systems
Hyper-rectangle based segmentation and clustering of large video data sets
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Intelligent multimedia computing and networking
Squeezer: an efficient algorithm for clustering categorical data
Journal of Computer Science and Technology
Clustering High Dimensional Massive Scientific Datasets
Journal of Intelligent Information Systems
DEMON: Mining and Monitoring Evolving Data
IEEE Transactions on Knowledge and Data Engineering
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
Clustering for Approximate Similarity Search in High-Dimensional Spaces
IEEE Transactions on Knowledge and Data Engineering
CLARANS: A Method for Clustering Objects for Spatial Data Mining
IEEE Transactions on Knowledge and Data Engineering
An evolutionary technique based on K-means algorithm for optimal clustering in RN
Information Sciences—Applications: An International Journal
DynDex: a dynamic and non-metric space indexer
Proceedings of the tenth ACM international conference on Multimedia
Using Projections to Visually Cluster High-Dimensional Data
Computing in Science and Engineering
Classification Rule Learning with APRIORI-C
EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving
Constraint-based clustering in large databases
ICDT '01 Proceedings of the 8th International Conference on Database Theory
Scalable Model for Extensional and Intensional Descriptions of Unclassified Data
IPDPS '00 Proceedings of the 15 IPDPS 2000 Workshops on Parallel and Distributed Processing
An Efficient Approach to Discovering Sequential Patterns in Large Databases
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Generalized Entropy and Projection Clustering of Categorical Data
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
A Data Set Oriented Approach for Clustering Algorithm Selection
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Automatic Construction and Refinement of a Class Hierarchy over Multi-valued Data
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Multiscale Comparison of Temporal Patternsin Time-Series Medical Databases
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
A Two-Level Method for Clustering DTDs
WAIM '00 Proceedings of the First International Conference on Web-Age Information Management
Using Loglinear Models to Compress Datacube
WAIM '00 Proceedings of the First International Conference on Web-Age Information Management
Optimal Grid-Clustering: Towards Breaking the Curse of Dimensionality in High-Dimensional Clustering
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Finding Intensional Knowledge of Distance-Based Outliers
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Semantic Compression and Pattern Extraction with Fascicles
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Local Dimensionality Reduction: A New Approach to Indexing High Dimensional Spaces
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
The 3W Model and Algebra for Unified Data Mining
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
CBCM: A Cell-Based Clustering Method for Data Mining Applications
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
Interactive Clustering for Transaction Data
DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
CoFD: An Algorithm for Non-distance Based Clustering in High Dimensional Spaces
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
A Hierarchical Model to Support Kansei Mining Process
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Mining N-most Interesting Itemsets
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Rough Clustering: An Alternative to Find Meaningful Clusters by Using the Reducts from a Dataset
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
Feature Selection for Clustering
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
A Visual Method of Cluster Validation with Fastmap
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
M-FastMap: A Modified FastMap Algorithm for Visual Cluster Validation in Data Mining
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
On Data Clustering Analysis: Scalability, Constraints, and Validation
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Subspace Clustering Based on Compressibility
DS '02 Proceedings of the 5th International Conference on Discovery Science
Analyzing Data Clusters: A Rough Sets Approach to Extract Cluster-Defining Symbolic Rules
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
A Generalization-Based Approach to Clustering of Web Usage Sessions
WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
DROLAP - A Dense-Region Based Approach to On-Line Analytical Processing
DEXA '99 Proceedings of the 10th International Conference on Database and Expert Systems Applications
RecTree: An Efficient Collaborative Filtering Method
DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
Finding Dense Clusters in Hyperspace: An Approach Based on Row Shuffling
WAIM '01 Proceedings of the Second International Conference on Advances in Web-Age Information Management
WaveCluster: a wavelet-based clustering approach for spatial data in very large databases
The VLDB Journal — The International Journal on Very Large Data Bases
Clustering DTDs: an interactive two-level approach
Journal of Computer Science and Technology
A survey on wavelet applications in data mining
ACM SIGKDD Explorations Newsletter
Concise descriptions of subsets of structured sets
Proceedings of the twenty-second ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
SyMP: an efficient clustering approach to identify clusters of arbitrary shapes in large data sets
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 Data Streams: Theory and Practice
IEEE Transactions on Knowledge and Data Engineering
P-AutoClass: Scalable Parallel Clustering for Mining Large Data Sets
IEEE Transactions on Knowledge and Data Engineering
Approximation algorithms for projective clustering
Journal of Algorithms
Data mining for hypertext: a tutorial survey
ACM SIGKDD Explorations Newsletter
A Scalable Parallel Subspace Clustering Algorithm for Massive Data Sets
ICPP '00 Proceedings of the Proceedings of the 2000 International Conference on Parallel Processing
Efficiently Detecting Arbitrary Shaped Clusters in Image Databases
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Clustering in very large databases based on distance and density
Journal of Computer Science and Technology
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
Clustering gene expression data in SQL using locally adaptive metrics
DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
Feature selection in data mining
Data mining
Efficient Biased Sampling for Approximate Clustering and Outlier Detection in Large Data Sets
IEEE Transactions on Knowledge and Data Engineering
Conceptual Clustering of Heterogeneous GeneExpression Sequences
Artificial Intelligence Review
Clustering intrusion detection alarms to support root cause analysis
ACM Transactions on Information and System Security (TISSEC)
Analyzing High-Dimensional Data by Subspace Validity
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
OP-Cluster: Clustering by Tendency in High Dimensional Space
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
MaPle: A Fast Algorithm for Maximal Pattern-based Clustering
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Mining phenotypes and informative genes from gene expression data
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining multiple phenotype structures underlying gene expression profiles
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Maintaining discovered frequent itemsets: cases for changeable database and support
Journal of Computer Science and Technology
A Monotonic On-Line Linear Algorithm for Hierarchical Agglomerative Classification
Information Technology and Management
Detecting pattern-based outliers
Pattern Recognition Letters
A Human-Computer Interactive Method for Projected Clustering
IEEE Transactions on Knowledge and Data Engineering
Information Visualization - Special issue on coordinated and multiple views in exploratory visualization
Outlier analysis for gene expression data
Journal of Computer Science and Technology - Special issue on bioinformatics
Hypergraph Models and Algorithms for Data-Pattern-Based Clustering
Data Mining and Knowledge Discovery
Space-efficient cubes for OLAP range-sum queries
Decision Support Systems
Segmenting motion capture data into distinct behaviors
GI '04 Proceedings of the 2004 Graphics Interface Conference
Computing Clusters of Correlation Connected objects
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Subspace clustering for high dimensional data: a review
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
A New Conceptual Clustering Framework
Machine Learning
Document clustering via adaptive subspace iteration
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Efficient Disk-Based K-Means Clustering for Relational Databases
IEEE Transactions on Knowledge and Data Engineering
Rapid detection of significant spatial clusters
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
On detecting space-time clusters
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
A framework for ontology-driven subspace clustering
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Extracting predicates from mining models for efficient query evaluation
ACM Transactions on Database Systems (TODS)
Feature Selection for Unsupervised Learning
The Journal of Machine Learning Research
Mining Frequent Itemsets without Support Threshold: With and without Item Constraints
IEEE Transactions on Knowledge and Data Engineering
Simultaneous Feature Selection and Clustering Using Mixture Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Biclustering Algorithms for Biological Data Analysis: A Survey
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Cluster Analysis for Gene Expression Data: A Survey
IEEE Transactions on Knowledge and Data Engineering
HARP: A Practical Projected Clustering Algorithm
IEEE Transactions on Knowledge and Data Engineering
Clustering High-Dimensional Data with Low-Order Neighbors
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Framework and algorithms for trend analysis in massive temporal data sets
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Automatic image annotation and retrieval using subspace clustering algorithm
Proceedings of the 2nd ACM international workshop on Multimedia databases
Iterative Projected Clustering by Subspace Mining
IEEE Transactions on Knowledge and Data Engineering
Identifying projected clusters from gene expression profiles
Journal of Biomedical Informatics
Subspace clustering for high dimensional categorical data
ACM SIGKDD Explorations Newsletter
Projective Clustering by Histograms
IEEE Transactions on Knowledge and Data Engineering
Antipole Tree Indexing to Support Range Search and K-Nearest Neighbor Search in Metric Spaces
IEEE Transactions on Knowledge and Data Engineering
Automated Variable Weighting in k-Means Type Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
On Discovery of Extremely Low-Dimensional Clusters Using Semi-Supervised Projected Clustering
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
PODS '04 Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
An effective and efficient algorithm for high-dimensional outlier detection
The VLDB Journal — The International Journal on Very Large Data Bases
Concise descriptions of subsets of structured sets
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2003
CURLER: finding and visualizing nonlinear correlation clusters
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
TRICLUSTER: an effective algorithm for mining coherent clusters in 3D microarray data
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Automatic Subspace Clustering of High Dimensional Data
Data Mining and Knowledge Discovery
GCHL: A grid-clustering algorithm for high-dimensional very large spatial data bases
Pattern Recognition Letters
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Feature bagging for outlier detection
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
A general model for clustering binary data
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Detection of emerging space-time clusters
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
Unsupervised anomaly detection in network intrusion detection using clusters
ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38
A Shrinking-Based Clustering Approach for Multidimensional Data
IEEE Transactions on Knowledge and Data Engineering
Knowledge discovery by probabilistic clustering of distributed databases
Data & Knowledge Engineering
Clustering Ensembles: Models of Consensus and Weak Partitions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Clustering high-dimensional data using an efficient and effective data space reduction
Proceedings of the 14th ACM international conference on Information and knowledge management
A rank-by-feature framework for interactive exploration of multidimensional data
Information Visualization
Finding Frequent Patterns in a Large Sparse Graph*
Data Mining and Knowledge Discovery
A Generic Framework for Efficient Subspace Clustering of High-Dimensional Data
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
A Levelwise Search Algorithm for Interesting Subspace Clusters
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Categorization and Keyword Identification of Unlabeled Documents
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Mining Quantitative Frequent Itemsets Using Adaptive Density-Based Subspace Clustering
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Matrix approximation and projective clustering via volume sampling
SODA '06 Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete algorithm
Knowledge map creation and maintenance for virtual communities of practice
Information Processing and Management: an International Journal
Dynamic Cluster Formation Using Level Set Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic image annotation and retrieval using weighted feature selection
Multimedia Tools and Applications
MicroCluster: Efficient Deterministic Biclustering of Microarray Data
IEEE Intelligent Systems
IEEE Intelligent Systems
Comparing Subspace Clusterings
IEEE Transactions on Knowledge and Data Engineering
On the use of Human-Computer Interaction for Projected Nearest Neighbor Search
Data Mining and Knowledge Discovery
Graph-based synopses for relational selectivity estimation
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
PENS: an algorithm for density-based clustering in peer-to-peer systems
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
Deriving quantitative models for correlation clusters
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Robust information-theoretic clustering
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering significant OPSM subspace clusters in massive gene expression data
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Projective clustering using itemset discovery for multi-dimensional data analysis
MS'06 Proceedings of the 17th IASTED international conference on Modelling and simulation
Adaptive non-linear clustering in data streams
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
On subspace clustering with density consciousness
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
Gradual model generator for single-pass clustering
Pattern Recognition
Finding biclusters by random projections
Theoretical Computer Science
Cell-nuclear data reduction and prognostic model selection in bladder tumor recurrence
Artificial Intelligence in Medicine
Locally adaptive metrics for clustering high dimensional data
Data Mining and Knowledge Discovery
A threshold criterion, auto-detection and its use in MST-based clustering
Intelligent Data Analysis
Bi-criteria linear-time approximations for generalized k-mean/median/center
SCG '07 Proceedings of the twenty-third annual symposium on Computational geometry
Building statistical models and scoring with UDFs
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Linear manifold clustering in high dimensional spaces by stochastic search
Pattern Recognition
Quality-Aware Sampling and Its Applications in Incremental Data Mining
IEEE Transactions on Knowledge and Data Engineering
Fast agglomerative hierarchical clustering algorithm using Locality-Sensitive Hashing
Knowledge and Information Systems
Toward Exploratory Test-Instance-Centered Diagnosis in High-Dimensional Classification
IEEE Transactions on Knowledge and Data Engineering
An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data
IEEE Transactions on Knowledge and Data Engineering
A local-density based spatial clustering algorithm with noise
Information Systems
A new data clustering approach: Generalized cellular automata
Information Systems
Finding low-entropy sets and trees from binary data
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Enhancing semi-supervised clustering: a feature projection perspective
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
The generalized MDL approach for summarization
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
A trimmed mean approach to finding spatial outliers
Intelligent Data Analysis
Algorithms for clustering high dimensional and distributed data
Intelligent Data Analysis
Evolutionary model selection in unsupervised learning
Intelligent Data Analysis
Mining association rules using clustering
Intelligent Data Analysis
RIC: Parameter-free noise-robust clustering
ACM Transactions on Knowledge Discovery from Data (TKDD)
Top-Down Parameter-Free Clustering of High-Dimensional Categorical Data
IEEE Transactions on Knowledge and Data Engineering
Detecting eye fixations by projection clustering
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
A shrinking-based approach for multi-dimensional data analysis
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
A framework for projected clustering of high dimensional data streams
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Grid-based subspace clustering over data streams
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Learning correlations using the mixture-of-subsets model
ACM Transactions on Knowledge Discovery from Data (TKDD)
A clustering framework based on subjective and objective validity criteria
ACM Transactions on Knowledge Discovery from Data (TKDD)
A genetic approach for efficient outlier detection in projected space
Pattern Recognition
Continuous subspace clustering in streaming time series
Information Systems
Mining approximate top-k subspace anomalies in multi-dimensional time-series data
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Random walk biclustering for microarray data
Information Sciences: an International Journal
Computers and Operations Research
A convergence theorem for the fuzzy subspace clustering (FSC) algorithm
Pattern Recognition
Automatic kernel clustering with a Multi-Elitist Particle Swarm Optimization Algorithm
Pattern Recognition Letters
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
VISA: visual subspace clustering analysis
ACM SIGKDD Explorations Newsletter - Special issue on visual analytics
An adaptable deflect and conquer clustering algorithm
ACOS'07 Proceedings of the 6th Conference on WSEAS International Conference on Applied Computer Science - Volume 6
Dynamic pattern discovery using multi-agent technology
TELE-INFO'07 Proceedings of the 6th WSEAS Int. Conference on Telecommunications and Informatics
An adaptive crossover-imaged clustering algorithm
SMO'07 Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization
SCHISM: a new approach to interesting subspace mining
International Journal of Business Intelligence and Data Mining
A hierarchical model-based approach to co-clustering high-dimensional data
Proceedings of the 2008 ACM symposium on Applied computing
Clustering techniques utilized in web usage mining
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
A general grid-clustering approach
Pattern Recognition Letters
Mining multiple-level fuzzy blocks from multidimensional data
Fuzzy Sets and Systems
A new approach for evaluating agility in supply chains using Fuzzy Association Rules Mining
Engineering Applications of Artificial Intelligence
A classification method based on subspace clustering and association rules
New Generation Computing
Outlier-robust clustering using independent components
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
SS-ClusterTree: a subspace clustering based indexing algorithm over high-dimensional image features
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Mining typical patterns from databases
Information Sciences: an International Journal
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Succinct summarization of transactional databases: an overlapped hyperrectangle scheme
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Morpheus: interactive exploration of subspace clustering
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
ACM SIGKDD Explorations Newsletter
Multimedia Tools and Applications
Locally Scaled Density Based Clustering
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
High-Dimensional Clustering Method for High Performance Data Mining
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Data Set Homeomorphism Transformation Based Meta-clustering
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
The Study of Dynamic Aggregation of Relational Attributes on Relational Data Mining
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Flexible Grid-Based Clustering
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Unsupervised Anomaly Detection Using HDG-Clustering Algorithm
Neural Information Processing
ELKI: A Software System for Evaluation of Subspace Clustering Algorithms
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
A Multi-Objective Multipopulation Approach for Biclustering
ICARIS '08 Proceedings of the 7th international conference on Artificial Immune Systems
Continuous Clustering of Moving Objects in Spatial Networks
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Detecting Current Outliers: Continuous Outlier Detection over Time-Series Data Streams
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Clustering Distributed Sensor Data Streams
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Pleiades: Subspace Clustering and Evaluation
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Clustering high dimensional data: A graph-based relaxed optimization approach
Information Sciences: an International Journal
Memory efficient subspace clustering for online data streams
IDEAS '08 Proceedings of the 2008 international symposium on Database engineering & applications
Proceedings of the VLDB Endowment
An entropy clustering analysis based on genetic algorithm
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Fuzzy theory and technology with applications
An axis-shifted crossover-imaged clustering algorithm
WSEAS TRANSACTIONS on SYSTEMS
A deflected grid-based algorithm for clustering analysis
WSEAS Transactions on Computers
EDSC: efficient density-based subspace clustering
Proceedings of the 17th ACM conference on Information and knowledge management
Analyzing eye fixations and gaze orientations on films and pictures
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Incremental clustering of dynamic data streams using connectivity based representative points
Data & Knowledge Engineering
Image-mapped data clustering: An efficient technique for clustering large data sets
Intelligent Data Analysis
NPClu: An approach for clustering spatially extended objects
Intelligent Data Analysis
ACM Transactions on Knowledge Discovery from Data (TKDD)
Multifractal-based cluster hierarchy optimisation algorithm
International Journal of Business Intelligence and Data Mining
Constraint-based clustering and its applications in construction management
Expert Systems with Applications: An International Journal
TuG synopses for approximate query answering
ACM Transactions on Database Systems (TODS)
Efficiently tracing clusters over high-dimensional on-line data streams
Data & Knowledge Engineering
Efficient layered density-based clustering of categorical data
Journal of Biomedical Informatics
Deriving strong association mining rules using a dependency criterion, the lift measure
International Journal of Data Analysis Techniques and Strategies
DECODE: a new method for discovering clusters of different densities in spatial data
Data Mining and Knowledge Discovery
SLICE: A Novel Method to Find Local Linear Correlations by Constructing Hyperplanes
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Clustering by pattern similarity
Journal of Computer Science and Technology
PFHC: A clustering algorithm based on data partitioning for unevenly distributed datasets
Fuzzy Sets and Systems
Top-k typicality queries and efficient query answering methods on large databases
The VLDB Journal — The International Journal on Very Large Data Bases
Expert Systems with Applications: An International Journal
CP-summary: a concise representation for browsing frequent itemsets
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Query result clustering for object-level search
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
A semi-supervised approach to projected clustering with applications to microarray data
International Journal of Data Mining and Bioinformatics
SDCC: A New Stable Double-Centroid Clustering Technique Based on K-Means for Non-spherical Patterns
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
HSM: Heterogeneous Subspace Mining in High Dimensional Data
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
A Bipartite Graph Framework for Summarizing High-Dimensional Binary, Categorical and Numeric Data
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
Application of Clustering Techniques in a Network Security Testing System
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Study on Rough set-based Clustering Result Presentation Method for High Dimensional Data Space
Proceedings of the 2006 conference on Leading the Web in Concurrent Engineering: Next Generation Concurrent Engineering
Subspace sums for extracting non-random data from massive noise
Knowledge and Information Systems
NPUST: An Efficient Clustering Algorithm Using Partition Space Technique for Large Databases
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
FARM: a new efficient and effective data clustering algorithm
MUSP'09 Proceedings of the 9th WSEAS international conference on Multimedia systems & signal processing
A Framework for Trajectory Clustering
GSN '09 Proceedings of the 3rd International Conference on GeoSensor Networks
Proceedings of the 46th Annual Southeast Regional Conference on XX
Proceedings of the 46th Annual Southeast Regional Conference on XX
Data spread-based entropy clustering method using adaptive learning
Expert Systems with Applications: An International Journal
Efficient Clustering of Web-Derived Data Sets
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
A comprehensive survey of numeric and symbolic outlier mining techniques
Intelligent Data Analysis
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
History Guided Low-Cost Change Detection in Streams
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Discovering pattern-based subspace clusters by pattern tree
Knowledge-Based Systems
Fragmenting very large XML data warehouses via K-means clustering algorithm
International Journal of Business Intelligence and Data Mining
Density-based clustering using graphics processors
Proceedings of the 18th ACM conference on Information and knowledge management
Rank-aware clustering of structured datasets
Proceedings of the 18th ACM conference on Information and knowledge management
Interpretable and reconfigurable clustering of document datasets by deriving word-based rules
Proceedings of the 18th ACM conference on Information and knowledge management
Generalized fuzzy C-means clustering algorithm with improved fuzzy partitions
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An efficient algorithm for finding dense regions for mining quantitative association rules
Computers & Mathematics with Applications
Subspace and projected clustering: experimental evaluation and analysis
Knowledge and Information Systems
EIDBSCAN: An Extended Improving DBSCAN algorithm with sampling techniques
International Journal of Business Intelligence and Data Mining
Using trees to depict a forest
Proceedings of the VLDB Endowment
Graph clustering based on structural/attribute similarities
Proceedings of the VLDB Endowment
Evaluating clustering in subspace projections of high dimensional data
Proceedings of the VLDB Endowment
Improving a multi-objective multipopulation artificial immune network for biclustering
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Projected Gustafson Kessel Clustering
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
COP: privacy-preserving multidimensional partition in DAS paradigm
Proceedings of the 2009 EDBT/ICDT Workshops
Data clustering using a modified Kuwahara filter
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Knowledge map creation and maintenance for virtual communities of practice
Information Processing and Management: an International Journal
Text clustering algorithm based on spectral graph seriation
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
A semi-supervised clustering algorithm based on rough reduction
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
ISMCS: an intelligent instruction sequence based malware categorization system
ASID'09 Proceedings of the 3rd international conference on Anti-Counterfeiting, security, and identification in communication
A signal filter based clustering algorithm
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Optimization on Lie manifolds and pattern recognition
Pattern Recognition
SKM-SNP: SNP markers detection method
Journal of Biomedical Informatics
Anomaly intrusion detection by clustering transactional audit streams in a host computer
Information Sciences: an International Journal
Data clustering: 50 years beyond K-means
Pattern Recognition Letters
Mining comprehensible clustering rules with an evolutionary algorithm
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
An applicable hierarchical clustering algorithm for content-based image retrieval
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
AGRID: an efficient algorithm for clustering large high-dimensional datasets
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
An efficient cell-based clustering method for handling large, high-dimensional data
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
A clustering algorithm based on mechanics
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
A fast algorithm for finding correlation clusters in noise data
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
BRIM: an efficient boundary points detecting algorithm
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
ANGEL: a new effective and efficient hybrid clustering technique for large databases
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
A continuous-based approach for partial clique enumeration
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Mining time-shifting co-regulation patterns from gene expression data
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Clustering by random projections
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
Robust Algebraic Segmentation of Mixed Rigid-Body and Planar Motions from Two Views
International Journal of Computer Vision
Conditionals in nonmonotonic reasoning and belief revision: considering conditionals as agents
Conditionals in nonmonotonic reasoning and belief revision: considering conditionals as agents
Applying biclustering to text mining: an immune-inspired approach
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
Discretization numbers for multiple-instances problem in relational database
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
Grid-based clustering algorithm based on intersecting partition and density estimation
PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
DBSC: a dependency-based subspace clustering algorithm for high dimensional numerical datasets
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Maximum item first pattern growth for mining frequent patterns
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
An adaptive and efficient unsupervised shot clustering algorithm for sports video
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Detection and visualization of subspace cluster hierarchies
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Clustering moving objects in spatial networks
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
ICDCN'08 Proceedings of the 9th international conference on Distributed computing and networking
SubClass: classification of multidimensional noisy data using subspace clusters
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
G-TREACLE: a new grid-based and tree-alike pattern clustering technique for large databases
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
A creditable subspace labeling method based on D-S evidence theory
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Quantization-based clustering algorithm
Pattern Recognition
Word clustering with validity indices
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
HDG-tree: a structure for clustering high-dimensional data streams
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Clustering high dimensional data streams with representative points
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Genetic algorithm-based high-dimensional data clustering technique
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Mining representative subspace clusters in high-dimensional data
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Model-based subspace clustering of non-Gaussian data
Neurocomputing
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Distance based feature selection for clustering microarray data
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Scalable Clustering for Mining Local-Correlated Clusters in High Dimensions and Large Datasets
Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing
Mining Outliers in Correlated Subspaces for High Dimensional Data Sets
Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing
Autonomic policy adaptation using decentralized online clustering
Proceedings of the 7th international conference on Autonomic computing
Netcluster: a clustering-based framework for internet tomography
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
An estimation of distribution algorithm for the automatic generation of clustering algorithms
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Learning in parallel universes
Data Mining and Knowledge Discovery
Towards subspace clustering on dynamic data: an incremental version of PreDeCon
Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Mixture models for learning low-dimensional roles in high-dimensional data
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning multiple nonredundant clusterings
ACM Transactions on Knowledge Discovery from Data (TKDD)
Outlier detection in transactional data
Intelligent Data Analysis
Expert Systems with Applications: An International Journal
Query expansion using an immune-inspired biclustering algorithm
Natural Computing: an international journal
Density-based semi-supervised clustering
Data Mining and Knowledge Discovery
Automatic parameter determination in subspace clustering with gravitation function
Proceedings of the Fourteenth International Database Engineering & Applications Symposium
Selection of effective network parameters in attacks for intrusion detection
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Proceedings of the 2010 conference on Artificial Intelligence Research and Development: Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Mining group-based knowledge flows for sharing task knowledge
Decision Support Systems
Mining relaxed closed subspace clusters
Proceedings of the 48th Annual Southeast Regional Conference
Towards improving subspace data analysis
Proceedings of the 48th Annual Southeast Regional Conference
Inter-dimensional fuzzy clustering
Proceedings of the 48th Annual Southeast Regional Conference
Clustering Large Attributed Graphs: A Balance between Structural and Attribute Similarities
ACM Transactions on Knowledge Discovery from Data (TKDD)
Clustering distributed sensor data streams using local processing and reduced communication
Intelligent Data Analysis - Ubiquitous Knowledge Discovery
Exploring high-D spaces with multiform matrices and small multiples
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume PartI
Proceedings of the 14th International Conference on Extending Database Technology
Making interval-based clustering rank-aware
Proceedings of the 14th International Conference on Extending Database Technology
Pattern Recognition Letters
APSCAN: A parameter free algorithm for clustering
Pattern Recognition Letters
Fast outlier detection for very large log data
Expert Systems with Applications: An International Journal
An entropy weighting mixture model for subspace clustering of high-dimensional data
Pattern Recognition Letters
Active learning and subspace clustering for anomaly detection
Intelligent Data Analysis
A survey on clustering in data mining
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Visualization technology for the financial decision models of DSS
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Systematic analysis of OCS testing data
IMCAS'06 Proceedings of the 5th WSEAS international conference on Instrumentation, measurement, circuits and systems
A DGC-based data classification method used for abnormal network intrusion detection
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Minimum spanning tree based split-and-merge: A hierarchical clustering method
Information Sciences: an International Journal
A subspace decision cluster classifier for text classification
Expert Systems with Applications: An International Journal
Summarizing transactional databases with overlapped hyperrectangles
Data Mining and Knowledge Discovery
Enhancing grid-density based clustering for high dimensional data
Journal of Systems and Software
Projected Gustafson-Kessel clustering algorithm and its convergence
Transactions on rough sets XIV
DisClus: a distributed clustering technique over high resolution satellite data
ICDCN'10 Proceedings of the 11th international conference on Distributed computing and networking
CHIRP: a new classifier based on composite hypercubes on iterated random projections
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Clustering very large multi-dimensional datasets with MapReduce
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Agent-based subspace clustering
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Tracing evolving clusters by subspace and value similarity
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
An extension of the PMML standard to subspace clustering models
Proceedings of the 2011 workshop on Predictive markup language modeling
Spatial clustering to uncluttering map visualization in SOLAP
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part I
Efficient selectivity estimation by histogram construction based on subspace clustering
SSDBM'11 Proceedings of the 23rd international conference on Scientific and statistical database management
Density based subspace clustering over dynamic data
SSDBM'11 Proceedings of the 23rd international conference on Scientific and statistical database management
Exploratory hierarchical clustering for management zone delineation in precision agriculture
ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects
DB-CSC: a density-based approach for subspace clustering in graphs with feature vectors
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Synthesizing routes for low sampling trajectories with absorbing Markov chains
WAIM'11 Proceedings of the 12th international conference on Web-age information management
A graph model for mutual information based clustering
Journal of Intelligent Information Systems
A clustering algorithm for multiple data streams based on spectral component similarity
Information Sciences: an International Journal
Enhancing Community Discovery and Characterization in VCoP Using Topic Models
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Scalable density-based subspace clustering
Proceedings of the 20th ACM international conference on Information and knowledge management
External evaluation measures for subspace clustering
Proceedings of the 20th ACM international conference on Information and knowledge management
An equity-based and cell-based spatial object fusion method
ASIAN'05 Proceedings of the 10th Asian Computing Science conference on Advances in computer science: data management on the web
A grid clustering algorithm based on reference and density
ASIAN'05 Proceedings of the 10th Asian Computing Science conference on Advances in computer science: data management on the web
Supervised learning in parallel universes using neighborgrams
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
Fast mining erasable itemsets using NC_sets
Expert Systems with Applications: An International Journal
Anomaly intrusion detection based on clustering a data stream
ISC'06 Proceedings of the 9th international conference on Information Security
CLINCH: clustering incomplete high-dimensional data for data mining application
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Indexing text and visual features for WWW images
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Subspace clustering of microarray data based on domain transformation
VDMB'06 Proceedings of the First international conference on Data Mining and Bioinformatics
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace
Statistics and Computing
Finding hierarchies of subspace clusters
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Hyperspectral data selection from mutual information between image bands
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
A near-linear algorithm for projective clustering integer points
Proceedings of the twenty-third annual ACM-SIAM symposium on Discrete Algorithms
An adaptive nearest neighbor classification algorithm for data streams
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Deriving class association rules based on levelwise subspace clustering
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Grid-ODF: detecting outliers effectively and efficiently in large multi-dimensional databases
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Significance and recovery of block structures in binary matrices with noise
COLT'06 Proceedings of the 19th annual conference on Learning Theory
Research paper recommender systems: a subspace clustering approach
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
On the performance of feature weighting K-means for text subspace clustering
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
A clustering algorithm based absorbing nearest neighbors
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Adapting k-means algorithm for discovering clusters in subspaces
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Generalized projected clustering in high-dimensional data streams
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
A fuzzy subspace algorithm for clustering high dimensional data
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
OSDM: optimized shape distribution method
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Tracing Evolving Subspace Clusters in Temporal Climate Data
Data Mining and Knowledge Discovery
ISIS: a new approach for efficient similarity search in sparse databases
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II
A grid-density based technique for finding clusters in satellite image
Pattern Recognition Letters
Mutagenicity risk analysis by using class association rules
JSAI'05 Proceedings of the 2005 international conference on New Frontiers in Artificial Intelligence
Succinct and informative cluster descriptions for document repositories
WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management
SSC: statistical subspace clustering
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
A grid-based clustering algorithm for high-dimensional data streams
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Dynamic cluster formation using level set methods
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
An incremental data stream clustering algorithm based on dense units detection
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Intelligent database distribution on a grid using clustering
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
Towards an ontology-based spatial clustering framework
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
Proceedings of the 7th International Conference on Network and Services Management
A new cell-based clustering method for high-dimensional data mining applications
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Feature interaction in subspace clustering using the Choquet integral
Pattern Recognition
Unsupervised case memory organization: analysing computational time and soft computing capabilities
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
On approximation algorithms for data mining applications
Efficient Approximation and Online Algorithms
The class cover problem with boxes
Computational Geometry: Theory and Applications
A grid-based subspace clustering algorithm for high-dimensional data streams
WISE'06 Proceedings of the 7th international conference on Web Information Systems
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
A robust seedless algorithm for correlation clustering
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
SpaGRID: a spatial grid framework for high dimensional medical databases
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Mining temporal patterns in popularity of web items
Information Sciences: an International Journal
Towards an integrated e-mail forensic analysis framework
Digital Investigation: The International Journal of Digital Forensics & Incident Response
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Clustering high dimensional data
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Co-occurring cluster mining for damage patterns analysis of a fuel cell
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Finding gene coherent patterns using PATSUB+
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Design and evaluation of decentralized online clustering
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
MapReduce algorithms for big data analysis
Proceedings of the VLDB Endowment
Mining time-gap sequential patterns
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Visual spam campaigns analysis using abstract graphs representation
Proceedings of the Ninth International Symposium on Visualization for Cyber Security
ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on the Best of SIGKDD 2011
Multi-scale decomposition of point process data
Geoinformatica
Journal of the American Society for Information Science and Technology
Exclusive and complete clustering of streams
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Continuous adaptive outlier detection on distributed data streams
HPCC'07 Proceedings of the Third international conference on High Performance Computing and Communications
Density based grid clustering partition of the input space for RBF neural network
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
Post-processing strategies for improving local gene expression pattern analysis
International Journal of Data Mining and Bioinformatics
Visualizing high-dimensional structures by dimension ordering and filtering using subspace analysis
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
Fuzzy c-means improvement using relaxed constraints support vector machines
Applied Soft Computing
Enhancing density-based clustering: Parameter reduction and outlier detection
Information Systems
Iterative evolutionary subspace clustering
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
A survey on enhanced subspace clustering
Data Mining and Knowledge Discovery
On the equivalence of PLSI and projected clustering
ACM SIGMOD Record
Projective clustering ensembles
Data Mining and Knowledge Discovery
ASCCN: Arbitrary Shaped Clustering Method with Compatible Nucleoids
International Journal of Data Warehousing and Mining
Spatial Clustering in SOLAP Systems to Enhance Map Visualization
International Journal of Data Warehousing and Mining
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Identifying hidden geospatial resources in catalogues
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Warped K-Means: An algorithm to cluster sequentially-distributed data
Information Sciences: an International Journal
Learning a subspace for clustering via pattern shrinking
Information Processing and Management: an International Journal
Fuzzy partition based soft subspace clustering and its applications in high dimensional data
Information Sciences: an International Journal
Clustering based on a near neighbor graph and a grid cell graph
Journal of Intelligent Information Systems
A clustering ensemble framework based on elite selection of weighted clusters
Advances in Data Analysis and Classification
How to "alternatize" a clustering algorithm
Data Mining and Knowledge Discovery
Automatic player behavior analysis system using trajectory data in a massive multiplayer online game
Multimedia Tools and Applications
GPUMAFIA: efficient subspace clustering with MAFIA on GPUs
Euro-Par'13 Proceedings of the 19th international conference on Parallel Processing
Mining order-preserving submatrices from probabilistic matrices
ACM Transactions on Database Systems (TODS)
Finding multiple global linear correlations in sparse and noisy data sets
Knowledge-Based Systems
NetCluster: A clustering-based framework to analyze internet passive measurements data
Computer Networks: The International Journal of Computer and Telecommunications Networking
Hybrid entity clustering using crowds and data
The VLDB Journal — The International Journal on Very Large Data Bases
MEI: An efficient algorithm for mining erasable itemsets
Engineering Applications of Artificial Intelligence
Model-based clustering of high-dimensional data: A review
Computational Statistics & Data Analysis
Mining non-redundant time-gap sequential patterns
Applied Intelligence
Survey of Clustering: Algorithms and Applications
International Journal of Information Retrieval Research
Automatic identification of application I/O signatures from noisy server-side traces
FAST'14 Proceedings of the 12th USENIX conference on File and Storage Technologies
A re-coloring approach for graph b-coloring based clustering
International Journal of Knowledge-based and Intelligent Engineering Systems
A multivariate fuzzy system applied for outliers detection
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Semi-supervised projected model-based clustering
Data Mining and Knowledge Discovery
Subspace clustering of high-dimensional data: an evolutionary approach
Applied Computational Intelligence and Soft Computing
| Hi-index | 0.01 |
Data mining applications place special requirements on clustering algorithms including: the ability to find clusters embedded in subspaces of high dimensional data, scalability, end-user comprehensibility of the results, non-presumption of any canonical data distribution, and insensitivity to the order of input records. We present CLIQUE, a clustering algorithm that satisfies each of these requirements. CLIQUE identifies dense clusters in subspaces of maximum dimensionality. It generates cluster descriptions in the form of DNF expressions that are minimized for ease of comprehension. It produces identical results irrespective of the order in which input records are presented and does not presume any specific mathematical form for data distribution. Through experiments, we show that CLIQUE efficiently finds accurate cluster in large high dimensional datasets.