Very fast EM-based mixture model clustering using multiresolution kd-trees

Accelerating exact k-means algorithms with geometric reasoning

KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

An empirical analysis of techniques for constructing and searching k-dimensional trees

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

Efficient clustering of high-dimensional data sets with application to reference matching

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

Genetic subtyping using cluster analysis

ACM SIGKDD Explorations Newsletter

Accelerating EM for Large Databases

Machine Learning

A Greedy EM Algorithm for Gaussian Mixture Learning

Neural Processing Letters

On the choice of the number of blocks with the incremental EM algorithm for the fitting of normal mixtures

Statistics and Computing

An Efficient k-Means Clustering Algorithm: Analysis and Implementation

IEEE Transactions on Pattern Analysis and Machine Intelligence

Multivariate Saddle Point Detection for Statistical Clustering

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III

Scaling-Up Model-Based Clustering Algorithm by Working on Clustering Features

IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning

An expectation-maximization algorithm working on data summary

Second international workshop on Intelligent systems design and application

FastSLAM: a factored solution to the simultaneous localization and mapping problem

Eighteenth national conference on Artificial intelligence

Clustering in massive data sets

Handbook of massive data sets

Mining customer product ratings for personalized marketing

Decision Support Systems - Special issue: Web data mining

Scalable Model-based Clustering by Working on Data Summaries

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

GraphZip: a fast and automatic compression method for spatial data clustering

Proceedings of the 2004 ACM symposium on Applied computing

K-means clustering via principal component analysis

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Fast and robust short video clip search using an index structure

Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval

Privacy-preserving clustering with distributed EM mixture modeling

Knowledge and Information Systems

Scalable Model-Based Clustering for Large Databases Based on Data Summarization

IEEE Transactions on Pattern Analysis and Machine Intelligence

Maxdiff kd-trees for data condensation

Pattern Recognition Letters

Fast nonparametric clustering with Gaussian blurring mean-shift

ICML '06 Proceedings of the 23rd international conference on Machine learning

Block-quantized kernel matrix for fast spectral embedding

ICML '06 Proceedings of the 23rd international conference on Machine learning

Image segmentation by unsupervised sparse clustering

Pattern Recognition Letters

Cluster analysis of massive datasets in astronomy

Statistics and Computing

Algorithms for clustering high dimensional and distributed data

Intelligent Data Analysis

Anomaly detection in a mobile communication network

Computational & Mathematical Organization Theory

A genetic algorithm that exchanges neighboring centers for k-means clustering

Pattern Recognition Letters

Fast collapsed gibbs sampling for latent dirichlet allocation

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

UNSUPERVISED ANOMALY DETECTION IN LARGE DATABASES USING BAYESIAN NETWORKS

Applied Artificial Intelligence

Collapsed variational Dirichlet process mixture models

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

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

Neural Computation

Grouped data clustering using a fast mixture-model-based algorithm

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

Scalable model-based cluster analysis using clustering features

Pattern Recognition

Data clustering: 50 years beyond K-means

Pattern Recognition Letters

Simplifying mixture models through function approximation

IEEE Transactions on Neural Networks

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

IEEE Transactions on Neural Networks

Mix-nets: factored mixtures of Gaussians in Bayesian networks with mixed continuous and discrete variables

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

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

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

Gossip-Based greedy gaussian mixture learning

PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics

A fast implementation of the EM algorithm for mixture of multinomials

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

A novel split-and-merge algorithm for hierarchical clustering of Gaussian mixture models

Applied Intelligence

Accuracy-based classification EM: combining clustering with prediction

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition

When classification becomes a problem: using branch-and-bound to improve classification efficiency

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition