Finding Curvilinear Features in Spatial Point Patterns: Principal Curve Clustering with Noise
IEEE Transactions on Pattern Analysis and Machine Intelligence
Clustering by Scale-Space Filtering
IEEE Transactions on Pattern Analysis and Machine Intelligence
The use of unlabeled data to improve supervised learning for text summarization
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
An Experimental Comparison of Model-Based Clustering Methods
Machine Learning
Assessing a Mixture Model for Clustering with the Integrated Completed Likelihood
IEEE Transactions on Pattern Analysis and Machine Intelligence
Computational Statistics & Data Analysis
Mixtures of distance-based models for ranking data
Computational Statistics & Data Analysis
A Hierarchical Model for Clustering and Categorising Documents
Proceedings of the 24th BCS-IRSG European Colloquium on IR Research: Advances in Information Retrieval
Learning Classification with Both Labeled and Unlabeled Data
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Analysis of Image Sequences for the Unmanned Aerial Vehicle
Proceedings of the Joint JSAI 2001 Workshop on New Frontiers in Artificial Intelligence
Automatic Text Summarization Using Unsupervised and Semi-supervised Learning
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Learning for Text Summarization Using Labeled and Unlabeled Sentences
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Clustering Large Categorical Data
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Initializing EM using the properties of its trajectories in Gaussian mixtures
Statistics and Computing
An EM Algorithm for the Block Mixture Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Semi-supervised learning with an imperfect supervisor
Knowledge and Information Systems
Maximum Likelihood Robust Regression by Mixture Models
Journal of Mathematical Imaging and Vision
Feature selection in robust clustering based on Laplace mixture
Pattern Recognition Letters
Semi-supervised conditional random fields for improved sequence segmentation and labeling
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
An online classification EM algorithm based on the mixture model
Statistics and Computing
Probability in the Engineering and Informational Sciences
A maximum likelihood approximation method for Dirichlet's parameter estimation
Computational Statistics & Data Analysis
Computational Statistics & Data Analysis
Block clustering with Bernoulli mixture models: Comparison of different approaches
Computational Statistics & Data Analysis
A statistical model of cluster stability
Pattern Recognition
Performance evaluation of PCA-based spike sorting algorithms
Computer Methods and Programs in Biomedicine
Context-sensitive queries for image retrieval in digital libraries
Journal of Intelligent Information Systems
Learning and Intelligent Optimization
Visualisation du parcours des fichiers attachés aux messages électroniques
Proceedings of the 20th International Conference of the Association Francophone d'Interaction Homme-Machine
Information theoretic regularization for semi-supervised boosting
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
New global optimization algorithms for model-based clustering
Computational Statistics & Data Analysis
Initialization of the Neighborhood EM Algorithm for Spatial Clustering
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Semi-supervised learning with explicit misclassification modeling
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
A novel approach to model generation for heterogeneous data classification
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
A hybrid EM approach to spatial clustering
Computational Statistics & Data Analysis
A classification EM algorithm for binned data
Computational Statistics & Data Analysis
Model-based cluster and discriminant analysis with the MIXMOD software
Computational Statistics & Data Analysis
Model-based clustering by probabilistic self-organizing maps
IEEE Transactions on Neural Networks
Clustering: A neural network approach
Neural Networks
Setting Priors and Enforcing Constraints on Matches for Nonlinear Registration of Meshes
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Finding representative workloads for computer system design
Finding representative workloads for computer system design
Estimation of oxygen tension in retinal capillaries from phosphorescence lifetime images
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Grouped data clustering using a fast mixture-model-based algorithm
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Improving document clustering in a learned concept space
Information Processing and Management: an International Journal
Neurocomputing
Mixture model and MDSDCA for textual data
CDVE'09 Proceedings of the 6th international conference on Cooperative design, visualization, and engineering
Fast online learning through offline initialization for time-sensitive recommendation
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Robust clusterwise linear regression through trimming
Computational Statistics & Data Analysis
Probing the existence of medium pulmonary crackles via model-based clustering
Computers in Biology and Medicine
Bayesian multiscale smoothing in supervised and semi-supervised kernel discriminant analysis
Computational Statistics & Data Analysis
Theory and Use of the EM Algorithm
Foundations and Trends in Signal Processing
Exploring the number of groups in robust model-based clustering
Statistics and Computing
Model-based clustering analysis of student data
ICHIT'11 Proceedings of the 5th international conference on Convergence and hybrid information technology
Kml: A package to cluster longitudinal data
Computer Methods and Programs in Biomedicine
A Bayesian network classifier that combines a finite mixture model and a naïve bayes model
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
An experimental comparison of several clustering and initialization methods
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace
Statistics and Computing
A comparison between block CEM and two-way CEM algorithms to cluster a contingency table
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Block clustering of contingency table and mixture model
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
A mixture model-based on-line CEM algorithm
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
MIS'05 Proceedings of the 11th international conference on Advances in Multimedia Information Systems
The cocktail party robot: sound source separation and localisation with an active binaural head
HRI '12 Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction
AMR'08 Proceedings of the 6th international conference on Adaptive Multimedia Retrieval: identifying, Summarizing, and Recommending Image and Music
Weighted topological clustering for categorical data
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
A latently constrained mixture model for audio source separation and localization
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
Theoretical and practical considerations on the convergence properties of the Fisher-EM algorithm
Journal of Multivariate Analysis
TrueSight: self-training algorithm for splice junction detection using RNA-seq
RECOMB'12 Proceedings of the 16th Annual international conference on Research in Computational Molecular Biology
Tutorial and selected approaches on parameter learning in bayesian network with incomplete data
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Mixture ensemble Kalman filters
Computational Statistics & Data Analysis
KmL3D: A non-parametric algorithm for clustering joint trajectories
Computer Methods and Programs in Biomedicine
Unsupervised classification of SAR images using hierarchical agglomeration and EM
MUSCLE'11 Proceedings of the 2011 international conference on Computational Intelligence for Multimedia Understanding
Noise-enhanced clustering and competitive learning algorithms
Neural Networks
Tracking metastatic brain tumors in longitudinal scans via joint image registration and labeling
STIA'12 Proceedings of the Second international conference on Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data
A fast algorithm for robust constrained clustering
Computational Statistics & Data Analysis
Using evolutionary algorithms for model-based clustering
Pattern Recognition Letters
The role of information diffusion in the evolution of social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Self-learning K-means clustering: a global optimization approach
Journal of Global Optimization
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
Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA
Advances in Data Analysis and Classification
Finite mixtures of unimodal beta and gamma densities and the $$k$$-bumps algorithm
Computational Statistics
Learning from incomplete data via parameterized t mixture models through eigenvalue decomposition
Computational Statistics & Data Analysis
A non-parametric method to estimate the number of clusters
Computational Statistics & Data Analysis
An Approach to Pattern Recognition Based on Hierarchical Granular Computing
Fundamenta Informaticae - To Andrzej Skowron on His 70th Birthday
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