A Bayesian Approach to Temporal Data Clustering using Hidden Markov Models

A Hidden Markov Model-Based Approach to Sequential Data Clustering

Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition

Building Models of Ecological Dynamics Using HMM Based Temporal Data Clustering - A Preliminary Study

IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis

Multi-level background initialization using Hidden Markov Models

IWVS '03 First ACM SIGMM international workshop on Video surveillance

X-mHMM: An Efficient Algorithm for Training Mixtures of HMMs When the Number of Mixtures Is Unknown

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

Unsupervised scene analysis: a hidden Markov model approach

Computer Vision and Image Understanding

A Bayesian approach for structural learning with hidden Markov models

Scientific Programming - Hidden Markov Models

Teaching a Pet Robot through Virtual Games

IVA '08 Proceedings of the 8th international conference on Intelligent Virtual Agents

Clustering-Based Construction of Hidden Markov Models for Generative Kernels

EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition

Fast likelihood search for hidden Markov models

ACM Transactions on Knowledge Discovery from Data (TKDD)

Unsupervised scene analysis: A hidden Markov model approach

Computer Vision and Image Understanding

Teaching a pet-robot to understand user feedback through interactive virtual training tasks

Autonomous Agents and Multi-Agent Systems

Similarity-based clustering of sequences using hidden Markov models

MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition

Audio-based event detection for sports video

CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval

A Markovian approach for web user profiling and clustering

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

A web user profiling approach

APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications

Discovering clusters in motion time-series data

CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition

DNA microarray data clustering by hidden markov models and bayesian information criterion

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

HMM-based hybrid meta-clustering ensemble for temporal data

Knowledge-Based Systems