An experimental comparison of model-based clustering methods

Latent dirichlet allocation

The Journal of Machine Learning Research

Scalable Model-based Clustering by Working on Data Summaries

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

A unified framework for model-based clustering

The Journal of Machine Learning Research

Initializing EM using the properties of its trajectories in Gaussian mixtures

Statistics and Computing

A multinomial clustering model for fast simulation of computer architecture designs

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

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

IEEE Transactions on Pattern Analysis and Machine Intelligence

SWISH: semantic analysis of window titles and switching history

Proceedings of the 11th international conference on Intelligent user interfaces

Semi-supervised model-based document clustering: A comparative study

Machine Learning

Comparing clusterings---an information based distance

Journal of Multivariate Analysis

Learning Spectral Clustering, With Application To Speech Separation

The Journal of Machine Learning Research

Revisiting Java Bytecode Compression for Embedded and Mobile Computing Environments

IEEE Transactions on Software Engineering

Top-Down Parameter-Free Clustering of High-Dimensional Categorical Data

IEEE Transactions on Knowledge and Data Engineering

A Redundancy-Based Measure of Dissimilarity among Probability Distributions for Hierarchical Clustering Criteria

IEEE Transactions on Pattern Analysis and Machine Intelligence

Model-based document clustering with a collapsed gibbs sampler

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

Supporting teachers in collaborative student modeling: A framework and an implementation

Expert Systems with Applications: An International Journal

Complexity control in a mixture model by the Hardy-Weinberg equilibrium

Computational Statistics & Data Analysis

Field independent probabilistic model for clustering multi-field documents

Information Processing and Management: an International Journal

The NVI clustering evaluation measure

CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning

iLoc: a framework for incremental location-state acquisition and prediction based on mobile sensors

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

Scalable model-based cluster analysis using clustering features

Pattern Recognition

Comparison of the performance of center-based clustering algorithms

PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining

A probabilistic model for clustering text documents with multiple fields

ECIR'07 Proceedings of the 29th European conference on IR research

Cross-lingual document clustering

PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining

Type level clustering evaluation: new measures and a POS induction case study

CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning

Gravitational clustering of the self-organizing map

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II

Comparison of clustering methods: A case study of text-independent speaker modeling

Pattern Recognition Letters

Normalized joint mutual information measure for image segmentation evaluation with multiple ground-truth images

CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I

Representing document as dependency graph for document clustering

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

Self-organizing maps as substitutes for k-means clustering

ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III

Weighted k-means for density-biased clustering

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

ESPClust: an effective skew prevention method for model-based document clustering

CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing

An evaluation of filter and wrapper methods for feature selection in categorical clustering

IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis

MMPClust: a skew prevention algorithm for model-based document clustering

DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications

Generation of a clustering ensemble based on a gravitational self-organising map

Neurocomputing

Finite mixtures of unimodal beta and gamma densities and the $$k$$-bumps algorithm

Computational Statistics

Instability and cluster stability variance for real clusterings

Information Sciences: an International Journal