On time series classification with dictionary-based classifiers

Time Series Classification with HIVE-COTE

(2018) Jason Lines et al.   ACM Transactions on Knowledge Discovery from Data

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

Scalable time series classification

(2015) Patrick Schäfer   DATA MINING AND KNOWLEDGE DISCOVERY

Time series representation and similarity based on local autopatterns

(2015) Mustafa Gokce Baydogan et al.   DATA MINING AND KNOWLEDGE DISCOVERY

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

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

Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles

(2015) Anthony Bagnall et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Invariant time-series factorization

(2014) Josif Grabocka 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

The BOSS is concerned with time series classification in the presence of noise

(2014) Patrick Schäfer   DATA MINING AND KNOWLEDGE DISCOVERY

Highly Comparative Feature-Based Time-Series Classification

(2014) Ben D. Fulcher et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Classification of time series by shapelet transformation

(2013) Jon Hills 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

A time series forest for classification and feature extraction

(2013) Houtao Deng et al.   INFORMATION SCIENCES

A Run Length Transformation for Discriminating Between Auto Regressive Time Series

(2013) Anthony Bagnall et al.   JOURNAL OF CLASSIFICATION

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

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

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

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

Time series clustering and classification by the autoregressive metric

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