Using Dynamic Time Warping to Bootstrap HMM-Based Clustering of Time Series

An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes

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

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

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

Inaccuracies of Shape Averaging Method Using Dynamic Time Warping for Time Series Data

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007

State-space dynamics distance for clustering sequential data

Pattern Recognition

Discovering clusters in motion time-series data

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

Features for learning local patterns in time-stamped data

LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection

DTW based clustering to improve hand gesture recognition

HBU'11 Proceedings of the Second international conference on Human Behavior Unterstanding

Incremental behavior modeling and suspicious activity detection

Pattern Recognition