A novel pattern extraction method for time series classification

DOI10.1007/S11081-008-9056-0zbMath1169.62060OpenAlexW2044591035MaRDI QIDQ833451

Tingjie Lv, Haiying Ou, Xuecheng Yang, Jun Wu, Xiaohang Zhang

Publication date: 12 August 2009

Published in: Optimization and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11081-008-9056-0

zbMATH Keywords

Gini functiontriangle distance

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Uses Software

• heartprints

Cites Work

• Nonlinear prediction of chaotic time series
• Classification of highly noisy signals using global dynamical models
• Speaker identification using nonlinear dynamical features
• Unnamed Item

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