Extracting diverse-shapelets for early classification on time series

Discovering shapelets with key points in time series classification

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

An ensemble of shapelet-based classifiers on inter-class and intra-class imbalanced multivariate time series at the early stage

(2018) Guoliang He et al.   SOFT COMPUTING

Geographic spatiotemporal big data correlation analysis via the Hilbert–Huang transformation

(2017) Weijing Song et al.   JOURNAL OF COMPUTER AND SYSTEM SCIENCES

Early Classification of Time Series by Simultaneously Optimizing the Accuracy and Earliness

(2017) Usue Mori et al.   IEEE Transactions on Neural Networks and Learning Systems

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

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

Exploring shapelet transformation for time series classification in decision trees

(2016) Willian Zalewski et al.   KNOWLEDGE-BASED SYSTEMS

Minimizing response time in time series classification

(2015) Shin Ando et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Early classification on multivariate time series

(2015) Guoliang He et al.   NEUROCOMPUTING

Key Point Detection by Max Pooling for Tracking

(2015) Xiaoyuan Yu et al.   IEEE Transactions on Cybernetics

Finding time series discord based on bit representation clustering

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

Early classification of multivariate temporal observations by extraction of interpretable shapelets

(2012) Mohamed F Ghalwash et al.   BMC BIOINFORMATICS

Early classification on time series

(2011) Zhengzheng Xing et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Alignment and classification of time series gene expression in clinical studies

(2008) T.-h. Lin et al.   BIOINFORMATICS

Learning decision tree for ranking

(2008) Liangxiao Jiang et al.   KNOWLEDGE AND INFORMATION SYSTEMS