A review on distance based time series classification

Efficient temporal pattern recognition by means of dissimilarity space embedding with discriminative prototypes

(2017) Brian Kenji Iwana et al.   PATTERN RECOGNITION

The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances

(2016) Anthony Bagnall et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Reliable early classification of time series based on discriminating the classes over time

(2016) Usue Mori et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Guaranteed Matrix Completion via Non-Convex Factorization

(2016) Ruoyu Sun et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Using dynamic time warping distances as features for improved time series classification

(2015) Rohit J. Kate   DATA MINING AND KNOWLEDGE DISCOVERY

Kernel sparse representation for time series classification

(2015) Zhihua Chen et al.   INFORMATION SCIENCES

A distance based time series classification framework

(2015) Hüseyin Kaya et al.   INFORMATION SYSTEMS

Support vector-based algorithms with weighted dynamic time warping kernel function for time series classification

(2015) Young-Seon Jeong et al.   KNOWLEDGE-BASED SYSTEMS

A multi-scale smoothing kernel for measuring time-series similarity

(2015) A. Troncoso et al.   NEUROCOMPUTING

Time series classification with ensembles of elastic distance measures

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

Spherical and Hyperbolic Embeddings of Data

(2014) Richard C. Wilson et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

On general purpose time series similarity measures and their use as kernel functions in support vector machines

(2014) Helmuth Pree et al.   INFORMATION SCIENCES

An empirical evaluation of similarity measures for time series classification

(2014) Joan Serrà et al.   KNOWLEDGE-BASED SYSTEMS

Classification of time series by shapelet transformation

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

A Run Length Transformation for Discriminating Between Auto Regressive Time Series

(2013) Anthony Bagnall et al.   JOURNAL OF CLASSIFICATION

Time-series data mining

(2012) Philippe Esling et al.   ACM COMPUTING SURVEYS

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

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

Discrete Elastic Inner Vector Spaces with Application to Time Series and Sequence Mining

(2012) Pierre-Francois Marteau et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

SAGA: A novel signal alignment method based on genetic algorithm

(2012) Hüseyin Kaya et al.   INFORMATION SCIENCES

GDTW-P-SVMs: Variable-length time series analysis using support vector machines

(2012) Arash Jalalian et al.   NEUROCOMPUTING

Kernel Sparse Representation-Based Classifier

(2011) Li Zhang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Time series shapelets: a novel technique that allows accurate, interpretable and fast classification

(2010) Lexiang Ye et al.   DATA MINING AND KNOWLEDGE DISCOVERY

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

A large margin approach for writer independent online handwriting classification

(2008) Karthik Kumara et al.   PATTERN RECOGNITION LETTERS

Time series clustering and classification by the autoregressive metric

(2007) Marcella Corduas et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS