Entropy-based subspace clustering for mining numerical data

Finding generalized projected clusters in high dimensional spaces

SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data

Clustering through decision tree construction

Proceedings of the ninth international conference on Information and knowledge management

Clustering by pattern similarity in large data sets

Proceedings of the 2002 ACM SIGMOD international conference on Management of data

COOLCAT: an entropy-based algorithm for categorical clustering

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

Redefining Clustering for High-Dimensional Applications

IEEE Transactions on Knowledge and Data Engineering

Generalized Entropy and Projection Clustering of Categorical Data

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

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 Scalable Parallel Subspace Clustering Algorithm for Massive Data Sets

ICPP '00 Proceedings of the Proceedings of the 2000 International Conference on Parallel Processing

ICEAGE: Interactive Clustering and Exploration of Large and High-Dimensional Geodata

Geoinformatica

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

ADMiRe: an algebraic approach to system performance analysis using data mining techniques

Proceedings of the 2003 ACM symposium on Applied computing

Statistical grid-based clustering over data streams

ACM SIGMOD Record

Coordinating computational and visual approaches for interactive feature selection and multivariate clustering

Information Visualization - Special issue on coordinated and multiple views in exploratory visualization

Hypergraph Models and Algorithms for Data-Pattern-Based Clustering

Data Mining and Knowledge Discovery

Cost-based labeling of groups of mass spectra

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data

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 framework for ontology-driven subspace clustering

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

Automatic image annotation and retrieval using subspace clustering algorithm

Proceedings of the 2nd ACM international workshop on Multimedia databases

Subspace clustering for high dimensional categorical data

ACM SIGKDD Explorations Newsletter

Projective Clustering by Histograms

IEEE Transactions on Knowledge and Data Engineering

CURLER: finding and visualizing nonlinear correlation clusters

Proceedings of the 2005 ACM SIGMOD international conference on Management of data

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

Mining Quantitative Frequent Itemsets Using Adaptive Density-Based Subspace Clustering

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

Automatic image annotation and retrieval using weighted feature selection

Multimedia Tools and Applications

Comparing Subspace Clusterings

IEEE Transactions on Knowledge and Data Engineering

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

Physical Database Design: the database professional's guide to exploiting indexes, views, storage, and more

A parallel hierarchical clustering algorithm for PCs cluster system

Neurocomputing

NOCEA: A rule-based evolutionary algorithm for efficient and effective clustering of massive high-dimensional databases

Applied Soft Computing

An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data

IEEE Transactions on Knowledge and Data Engineering

Cell trees: An adaptive synopsis structure for clustering multi-dimensional on-line data streams

Data & Knowledge Engineering

Algorithms for clustering high dimensional and distributed data

Intelligent Data Analysis

LEGClust—A Clustering Algorithm Based on Layered Entropic Subgraphs

IEEE Transactions on Pattern Analysis and Machine Intelligence

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)

Continuous subspace clustering in streaming time series

Information Systems

SCHISM: a new approach to interesting subspace mining

International Journal of Business Intelligence and Data Mining

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

Finding non-redundant, statistically significant regions in high dimensional data: a novel approach to projected and subspace clustering

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

Memory efficient subspace clustering for online data streams

IDEAS '08 Proceedings of the 2008 international symposium on Database engineering & applications

EDSC: efficient density-based subspace clustering

Proceedings of the 17th ACM conference on Information and knowledge management

Clustering high-dimensional data: A survey on subspace clustering, pattern-based clustering, and correlation clustering

ACM Transactions on Knowledge Discovery from Data (TKDD)

Projected outlier detection in high-dimensional mixed-attributes data set

Expert Systems with Applications: An International Journal

Efficiently tracing clusters over high-dimensional on-line data streams

Data & Knowledge Engineering

Clustering by pattern similarity

Journal of Computer Science and Technology

Parametric and nonparametric evolutionary computing with a content-based feature selection approach for parallel categorization

Expert Systems with Applications: An International Journal

Query result clustering for object-level search

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

“Best K”: critical clustering structures in categorical datasets

Knowledge and Information Systems

Subspace sums for extracting non-random data from massive noise

Knowledge and Information Systems

K-Subspace Clustering

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II

Mining spatial object associations for scientific data

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence

Detection of orthogonal concepts in subspaces of high dimensional data

Proceedings of the 18th ACM conference on Information and knowledge management

Fuzzy unsupervised classification of multivariate time trajectories with the Shannon entropy regularization

Computational Statistics & Data Analysis

Enhanced soft subspace clustering integrating within-cluster and between-cluster information

Pattern Recognition

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

Parallel clustering of high dimensional data by integrating multi-objective genetic algorithm with divide and conquer

Applied Intelligence

Subspace and projected clustering: experimental evaluation and analysis

Knowledge and Information Systems

Anomaly intrusion detection by clustering transactional audit streams in a host computer

Information Sciences: an International Journal

Approximate trace of grid-based clusters over high dimensional data streams

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances 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

Detection and visualization of subspace cluster hierarchies

DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications

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

Mining quality-aware subspace clusters

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

Clustering high dimensional data streams with representative points

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

Mining Outliers in Correlated Subspaces for High Dimensional Data Sets

Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing

Automatic parameter determination in subspace clustering with gravitation function

Proceedings of the Fourteenth International Database Engineering & Applications Symposium

Robust clustering using discriminant analysis

ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects

Making interval-based clustering rank-aware

Proceedings of the 14th International Conference on Extending Database Technology

A multigrid method for the estimation of geometric anisotropy in environmental data from sensor networks

Computers & Geosciences

An entropy weighting mixture model for subspace clustering of high-dimensional data

Pattern Recognition Letters

A novel attribute weighting algorithm for clustering high-dimensional categorical data

Pattern Recognition

Agent-based subspace clustering

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

Contrasting correlations by an efficient double-clique condition

MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition

EEW-SC: Enhanced Entropy-Weighting Subspace Clustering for high dimensional gene expression data clustering analysis

Applied Soft Computing

A new clustering algorithm with the convergence proof

KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I

Scalable density-based subspace clustering

Proceedings of the 20th ACM international conference on Information and knowledge management

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

Finding hierarchies of subspace clusters

PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases

A near-linear algorithm for projective clustering integer points

Proceedings of the twenty-third annual ACM-SIAM symposium on Discrete Algorithms

Research paper recommender systems: a subspace clustering approach

WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management

A fuzzy subspace algorithm for clustering high dimensional data

ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications

Entropy on covers

Data Mining and Knowledge Discovery

SSC: statistical subspace clustering

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition

Feature interaction in subspace clustering using the Choquet integral

Pattern Recognition

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

Clustering in applications with multiple data sources-A mutual subspace clustering approach

Neurocomputing

Exploiting constraint inconsistence for dimension selection in subspace clustering: A semi-supervised approach

Neurocomputing

Subspace clustering

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Clustering high dimensional data

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Top-N minimization approach for indicative correlation change mining

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition

Clustering-oriented privacy-preserving data publishing

Knowledge-Based Systems

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

Ranking and selection of unsupervised learning marketing segmentation

Knowledge-Based Systems

Novel soft subspace clustering with multi-objective evolutionary approach for high-dimensional data

Pattern Recognition

Flexible and adaptive subspace search for outlier analysis

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management

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

Finding multiple global linear correlations in sparse and noisy data sets

Knowledge-Based Systems

Hybrid entity clustering using crowds and data

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

Survey of Clustering: Algorithms and Applications

International Journal of Information Retrieval Research

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