Scalability for clustering algorithms revisited

Magical thinking in data mining: lessons from CoIL challenge 2000

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

FREM: fast and robust EM clustering for large data sets

Proceedings of the eleventh international conference on Information and knowledge management

Clustered Partial Linear Regression

Machine Learning

Acceleration of K-Means and Related Clustering Algorithms

ALENEX '02 Revised Papers from the 4th International Workshop on Algorithm Engineering and Experiments

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

Clustering Data Streams: Theory and Practice

IEEE Transactions on Knowledge and Data Engineering

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

Efficient Disk-Based K-Means Clustering for Relational Databases

IEEE Transactions on Knowledge and Data Engineering

Integrating K-Means Clustering with a Relational DBMS Using SQL

IEEE Transactions on Knowledge and Data Engineering

2005 Special Issue: Efficient streaming text clustering

Neural Networks - 2005 Special issue: IJCNN 2005

A Framework for On-Demand Classification of Evolving Data Streams

IEEE Transactions on Knowledge and Data Engineering

Persistent clustered main memory index for accelerating k-NN queries on high dimensional datasets

Proceedings of the 2nd international workshop on Computer vision meets databases

Supporting ranking and clustering as generalized order-by and group-by

Proceedings of the 2007 ACM SIGMOD international conference on Management of data

A clustering method to distribute a database on a grid

Future Generation Computer Systems

A framework for clustering evolving data streams

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

Data mining technique for collaborative server log file analysis

ICCOM'05 Proceedings of the 9th WSEAS International Conference on Communications

Persistent clustered main memory index for accelerating k-NN queries on high dimensional datasets

Multimedia Tools and Applications

Optimal subspace dimensionality for k-nearest-neighbor queries on clustered and dimensionality reduced datasets with SVD

Multimedia Tools and Applications

A Scalable Framework For Segmenting Magnetic Resonance Images

Journal of Signal Processing Systems

A scalable framework for cluster ensembles

Pattern Recognition

Patch clustering for massive data sets

Neurocomputing

Median Topographic Maps for Biomedical Data Sets

Similarity-Based Clustering

Cluster based rank query over multidimensional data streams

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

Extending fuzzy and probabilistic clustering to very large data sets

Computational Statistics & Data Analysis

Stream Clustering of Growing Objects

DS '09 Proceedings of the 12th International Conference on Discovery Science

Clustering large data sets based on data compression technique and weighted quality measures

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems

Outlier detection with streaming dyadic decomposition

ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications

Model-based subspace clustering of non-Gaussian data

Neurocomputing

Data compression by volume prototypes for streaming data

Pattern Recognition

Topographic mapping of large dissimilarity data sets

Neural Computation

A time-efficient pattern reduction algorithm for k-means clustering

Information Sciences: an International Journal

Summarizing cluster evolution in dynamic environments

ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part II

On futuristic query processing in data streams

EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology

Clustering very large dissimilarity data sets

ANNPR'10 Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition

Clustering large datasets using cobweb and k-means in tandem

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence

Scalable k-means++

Proceedings of the VLDB Endowment

Approximation techniques for clustering dissimilarity data

Neurocomputing

Survey: Graph clustering

Computer Science Review

Credit-Card fraud profiling using a hybrid incremental clustering methodology

SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management

Dynamic credit-card fraud profiling

MDAI'12 Proceedings of the 9th international conference on Modeling Decisions for Artificial Intelligence

FINGERPRINT: Summarizing Cluster Evolution in Dynamic Environments

International Journal of Data Warehousing and Mining

Weighted Fuzzy-Possibilistic C-Means Over Large Data Sets

International Journal of Data Warehousing and Mining

On contextual ranking queries in databases

Information Systems

Warped K-Means: An algorithm to cluster sequentially-distributed data

Information Sciences: an International Journal

Clustering cubes with binary dimensions in one pass

Proceedings of the sixteenth international workshop on Data warehousing and OLAP

Data stream clustering: A survey

ACM Computing Surveys (CSUR)

Evolving soft subspace clustering

Applied Soft Computing