Accelerating exact k-means algorithms with geometric reasoning

Scalability for clustering algorithms revisited

ACM SIGKDD Explorations Newsletter

A local search approximation algorithm for k-means clustering

Proceedings of the eighteenth annual symposium on Computational geometry

FREM: fast and robust EM clustering for large data sets

Proceedings of the eleventh international conference on Information and knowledge management

Alternatives to the k-means algorithm that find better clusterings

Proceedings of the eleventh international conference on Information and knowledge management

An Efficient k-Means Clustering Algorithm: Analysis and Implementation

IEEE Transactions on Pattern Analysis and Machine Intelligence

Towards a Simple Clustering Criterion Based on Minimum Length Encoding

ECML '02 Proceedings of the 13th European Conference on Machine Learning

K-Harmonic Means - A Spatial Clustering Algorithm with Boosting

TSDM '00 Proceedings of the First International Workshop on Temporal, Spatial, and Spatio-Temporal Data Mining-Revised Papers

Extended K-means with an Efficient Estimation of the Number of Clusters

IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents

Acceleration of K-Means and Related Clustering Algorithms

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

Maintaining variance and k-medians over data stream windows

Proceedings of the twenty-second ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems

Clustering in massive data sets

Handbook of massive data sets

A k-Median Algorithm with Running Time Independent of Data Size

Machine Learning

Efficient Disk-Based K-Means Clustering for Relational Databases

IEEE Transactions on Knowledge and Data Engineering

A local search approximation algorithm for k-means clustering

Computational Geometry: Theory and Applications - Special issue on the 18th annual symposium on computational geometry—SoCG2002

Subspace clustering for high dimensional categorical data

ACM SIGKDD Explorations Newsletter

K-means clustering for optimal partitioning and dynamic load balancing of parallel hierarchical N-body simulations

Journal of Computational Physics

Integrating K-Means Clustering with a Relational DBMS Using SQL

IEEE Transactions on Knowledge and Data Engineering

A fast k-means implementation using coresets

Proceedings of the twenty-second annual symposium on Computational geometry

The complexity of non-hierarchical clustering with instance and cluster level constraints

Data Mining and Knowledge Discovery

Efficient active contour and K-means algorithms in image segmentation

Scientific Programming - Distributed Computing and Applications

New Algorithms for Efficient High-Dimensional Nonparametric Classification

The Journal of Machine Learning Research

Anomaly detection in a mobile communication network

Computational & Mathematical Organization Theory

Better automated abstraction techniques for imperfect information games, with application to Texas Hold'em poker

Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems

Special Section: Point-Based Graphics: Fast vector quantization for efficient rendering of compressed point-clouds

Computers and Graphics

Clustering, community partition and disjoint spanning trees

ACM Transactions on Algorithms (TALG)

Data mining on the cell broadband engine

Proceedings of the 22nd annual international conference on Supercomputing

Tree-based partition querying: a methodology for computing medoids in large spatial datasets

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

Fast collapsed gibbs sampling for latent dirichlet allocation

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

Improvement of the k-means clustering filtering algorithm

Pattern Recognition

Density-weighted nyström method for computing large kernel eigensystems

Neural Computation

K-means in space: a radiation sensitivity evaluation

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

A fast k-means clustering algorithm using cluster center displacement

Pattern Recognition

Application of Clustering Techniques in a Network Security Testing System

Proceedings of the 2005 conference on Artificial Intelligence Research and Development

Clustering for Video Retrieval

DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery

Maximum margin clustering made practical

IEEE Transactions on Neural Networks

Bayesian k-Means as a "Maximization-expectation" algorithm

Neural Computation

Fast global k-means clustering using cluster membership and inequality

Pattern Recognition

Data clustering: 50 years beyond K-means

Pattern Recognition Letters

Quantization-based clustering algorithm

Pattern Recognition

Solving the minimum sum-of-squares clustering problem by hyperbolic smoothing and partition into boundary and gravitational regions

Pattern Recognition

A fast algorithm for robust mixtures in the presence of measurement errors

IEEE Transactions on Neural Networks

HengHa: data harvesting detection on hidden databases

Proceedings of the 2010 ACM workshop on Cloud computing security workshop

Turbopixel segmentation using Eigen-images

IEEE Transactions on Image Processing

Clustered Nyström method for large scale manifold learning and dimension reduction

IEEE Transactions on Neural Networks

SST clustering for winter precipitation prediction in southeast of Iran: Comparison between modified K-means and genetic algorithm-based clustering methods

Expert Systems with Applications: An International Journal

A new-fangled FES-k-Means clustering algorithm for disease discovery and visual analytics

EURASIP Journal on Bioinformatics and Systems Biology

Optimized k-means clustering with intelligent initial centroid selection for web search using URL and tag contents

Proceedings of the International Conference on Web Intelligence, Mining and Semantics

The anchors hierarchy: using the triangle inequality to survive high dimensional data

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence

Knowledge-Conscious data clustering

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

Enhancing network processor simulation speed with statistical input sampling

HiPEAC'05 Proceedings of the First international conference on High Performance Embedded Architectures and Compilers

Weighted k-means for density-biased clustering

DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery

Streaming k-means on well-clusterable data

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

On autonomous k-means clustering

ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems

Medoid queries in large spatial databases

SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases

An accurate MDS-Based algorithm for the visualization of large multidimensional datasets

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing

Optimised K-means for web search

International Journal of Advanced Intelligence Paradigms

A heuristic for non-convex variance-based clustering criteria

SEA'12 Proceedings of the 11th international conference on Experimental Algorithms

Dynamic k-means: a clustering technique for moving object trajectories

International Journal of Intelligent Information and Database Systems

The effectiveness of lloyd-type methods for the k-means problem

Journal of the ACM (JACM)

DS-means: distributed data stream clustering

Euro-Par'12 Proceedings of the 18th international conference on Parallel Processing

Scalable K-Means by ranked retrieval

Proceedings of the 7th ACM international conference on Web search and data mining

Clustering-based ensembles for one-class classification

Information Sciences: an International Journal