Weighted dynamic time warping for time series classification

Pattern Recognition ◽

10.1016/j.patcog.2010.09.022 ◽

2011 ◽

Vol 44 (9) ◽

pp. 2231-2240 ◽

Author(s):

Young-Seon Jeong ◽

Myong K. Jeong ◽

Olufemi A. Omitaomu

Keyword(s):

Time Series ◽

Dynamic Time Warping ◽

Time Series Classification ◽

Time Warping ◽

Download Full-text

A novel non-parametric method for time series classification based on k-Nearest Neighbors and Dynamic Time Warping Barycenter Averaging

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2018.11.009 ◽

2019 ◽

Vol 78 ◽

pp. 173-185 ◽

Author(s):

Tuan Minh Tran ◽

Xuan-May Thi Le ◽

Hien T. Nguyen ◽

Van-Nam Huynh

Keyword(s):

Time Series ◽

Dynamic Time Warping ◽

Parametric Method ◽

Nearest Neighbors ◽

Time Series Classification ◽

Time Warping ◽

K Nearest Neighbors ◽

Dynamic Time ◽

Download Full-text

Locally Slope-based Dynamic Time Warping for Time Series Classification

Proceedings of the 28th ACM International Conference on Information and Knowledge Management - CIKM '19 ◽

10.1145/3357384.3357917 ◽

2019 ◽

Author(s):

Jidong Yuan ◽

Qianhong Lin ◽

Wei Zhang ◽

Zhihai Wang

Keyword(s):

Time Series ◽

Dynamic Time Warping ◽

Time Series Classification ◽

Time Warping ◽

Download Full-text

Univariate and multivariate time series classification with parametric integral dynamic time warping

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-17523 ◽

2017 ◽

Vol 33 (4) ◽

pp. 2403-2413 ◽

Author(s):

Maciej Łuczak

Keyword(s):

Time Series ◽

Dynamic Time Warping ◽

Multivariate Time Series ◽

Time Series Classification ◽

Time Warping ◽

Download Full-text

A Scalable Segmented Dynamic Time Warping for Time Series Classification

Artificial Intelligence and Soft Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-030-20915-5_37 ◽

2019 ◽

pp. 407-419 ◽

Author(s):

Ruizhe Ma ◽

Azim Ahmadzadeh ◽

Soukaïna Filali Boubrahimi ◽

Rafal A. Angryk

Keyword(s):

Time Series ◽

Dynamic Time Warping ◽

Time Series Classification ◽

Time Warping ◽

Download Full-text

High-Throughput Dynamic Time Warping Accelerator for Time-Series Classification With Pipelined Mixed-Signal Time-Domain Computing

IEEE Journal of Solid-State Circuits ◽

10.1109/jssc.2020.3021066 ◽

2020 ◽

pp. 1-1

Author(s):

Zhengyu Chen ◽

Jie Gu

Keyword(s):

Time Series ◽

High Throughput ◽

Time Domain ◽

Dynamic Time Warping ◽

Time Series Classification ◽

Time Warping ◽

Mixed Signal ◽

Dynamic Time ◽

Download Full-text

Constructing Knowledge Representation Vectors by Symbolic Fourier Approximation and Dynamic Time Warping to Improve Time Series Classification

10.1109/bigcom53800.2021.00030 ◽

2021 ◽

Author(s):

Yucheng Li ◽

Derong Shen

Keyword(s):

Time Series ◽

Knowledge Representation ◽

Dynamic Time Warping ◽

Time Series Classification ◽

Time Warping ◽

Fourier Approximation ◽

Dynamic Time ◽

Constructing Knowledge

Download Full-text

Accurate Time Series Classification Using Partial Dynamic Time Warping

Second International Conference on Advances in Applied Science and Environmental Technology - ASET 2015 ◽

10.15224/978-1-63248-075-0-44 ◽

2015 ◽

Author(s):

CHOTIRAT ANN ◽

HAEMWAAN SIVARAKS ◽

PHONGSAKORN SATHIANWIRIYAKHUN ◽

THAPANAN JANYALIKIT

Keyword(s):

Time Series ◽

Dynamic Time Warping ◽

Time Series Classification ◽

Time Warping ◽

Download Full-text

Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition

2015 IEEE Symposium Series on Computational Intelligence ◽

10.1109/ssci.2015.199 ◽

2015 ◽

Author(s):

Skyler Seto ◽

Wenyu Zhang ◽

Yichen Zhou

Keyword(s):

Time Series ◽

Activity Recognition ◽

Human Activity ◽

Dynamic Time Warping ◽

Multivariate Time Series ◽

Time Series Classification ◽

Time Warping ◽

Template Selection ◽

Selection For ◽

Download Full-text

A Proposal for Cost Aware Edge-Detectional Dynamic Time Warping for Time Series Classification

2018 9th International Conference on Awareness Science and Technology (iCAST) ◽

10.1109/icawst.2018.8517176 ◽

2018 ◽

Author(s):

Hidetoshi Ito ◽

Basabi Chakraborty

Keyword(s):

Time Series ◽

Dynamic Time Warping ◽

Time Series Classification ◽

Time Warping ◽

Download Full-text

A fast and accurate similarity measure for long time series classification based on local extrema and dynamic time warping

Expert Systems with Applications ◽

10.1016/j.eswa.2020.114374 ◽

2021 ◽

Vol 168 ◽

pp. 114374

Author(s):

Abdelmadjid Lahreche ◽

Bachir Boucheham

Keyword(s):

Time Series ◽

Similarity Measure ◽

Dynamic Time Warping ◽

Time Series Classification ◽

Time Warping ◽

Long Time Series ◽

Local Extrema ◽

Long Time ◽

Download Full-text