Time series classification based on multi-feature dictionary representation and ensemble learning

Extracting diverse-shapelets for early classification on time series

(2020) Wenhe Yan et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations

(2019) Thach Le Nguyen et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Discovering shapelets with key points in time series classification

(2019) Guiling Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Real-Time Change Point Detection with application to Smart Home Time Series Data

(2018) Samaneh AminiKhanghahi et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

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

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

CPB: a classification-based approach for burst time prediction in cascades

(2015) Senzhang Wang et al.   KNOWLEDGE AND INFORMATION SYSTEMS

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

(2014) Patrick Schäfer   DATA MINING AND KNOWLEDGE DISCOVERY

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

Finding time series discord based on bit representation clustering

(2013) Guiling Li et al.   KNOWLEDGE-BASED SYSTEMS

Using derivatives in time series classification

(2012) Tomasz Górecki et al.   DATA MINING AND KNOWLEDGE DISCOVERY

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

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

Weighted dynamic time warping for time series classification

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