Time series representation and similarity based on local autopatterns

Invariant time-series factorization

(2014) Josif Grabocka et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Learning a symbolic representation for multivariate time series classification

(2014) Mustafa Gokce Baydogan et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Time series classification with ensembles of elastic distance measures

(2014) Jason Lines et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Probabilistic sequence clustering with spectral learning

(2014) Y. Cem Sübakan et al.   DIGITAL SIGNAL PROCESSING

Classification of time series by shapelet transformation

(2013) Jon Hills et al.   DATA MINING AND KNOWLEDGE DISCOVERY

CID: an efficient complexity-invariant distance for time series

(2013) Gustavo E. A. P. A. Batista et al.   DATA MINING AND KNOWLEDGE DISCOVERY

A Bag-of-Features Framework to Classify Time Series

(2013) M. G. Baydogan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Experimental comparison of representation methods and distance measures for time series data

(2012) Xiaoyue Wang et al.   DATA MINING AND KNOWLEDGE DISCOVERY

The Move-Split-Merge Metric for Time Series

(2012) Alexandra Stefan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Rotation-invariant similarity in time series using bag-of-patterns representation

(2012) Jessica Lin et al.   JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

A review on time series data mining

(2010) Tak-chung Fu   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Weighted dynamic time warping for time series classification

(2010) Young-Seon Jeong et al.   PATTERN RECOGNITION

Time Warp Edit Distance with Stiffness Adjustment for Time Series Matching

(2009) P.-F. Marteau   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Time series analysis with multiple resolutions

(2009) Qiang Wang et al.   INFORMATION SYSTEMS