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Time series clustering with random convolutional kernels

• Authors : Jorge, Marco-Blanco; Rubén, Cuevas;

• Source: Data Mining and Knowledge Discovery ; ISSN 1384-5810 1573-756X

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Predicting CKD progression using time-series clustering and light gradient boosting machines

• Authors : Saito, Hirotaka; Yoshimura, Hiroki; Tanaka, Kenichi

• Source: Scientific Reports ; volume 14, issue 1 ; ISSN 2045-2322

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A review and evaluation of elastic distance functions for time series clustering

• Authors : Holder, Christopher; Middlehurst, Matthew; Bagnall, Anthony ...

• Source: Knowledge and Information Systems ; volume 66, issue 2, page 765-809 ; ISSN 0219-1377 0219-3116

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Short-term exposure sequences and anxiety symptoms: a time series clustering of smartphone-based mobility trajectories

• Authors : Lan, Yuliang; Helbich, Marco;

• Source: International Journal of Health Geographics ; volume 22, issue 1 ; ISSN 1476-072X

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Somtimes: self organizing maps for time series clustering and its application to serious illness conversations

• Authors : Javed, Ali; Rizzo, Donna M.; Lee, Byung Suk ...

• Source: Data Mining and Knowledge Discovery ; volume 38, issue 3, page 813-839 ; ISSN 1384-5810 1573-756X

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Zero-Inflated Time Series Clustering Via Ensemble Thick-Pen Transform

• Authors : Kim, Minji; Oh, Hee-Seok; Lim, Yaeji ...

• Source: Journal of Classification ; volume 40, issue 2, page 407-431 ; ISSN 0176-4268 1432-1343

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Temperature clusters in commercial buildings using k-means and time series clustering

• Authors : Wickramasinghe, Ashani; Muthukumarana, Saman; Loewen, Dan ...

• Source: Energy Informatics ; volume 5, issue 1 ; ISSN 2520-8942

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Nonlinear Time Series Clustering Based on Kolmogorov-Smirnov 2D Statistic

• Authors : Beibei Zhang; Rong Chen

Subjects: Series (mathematics); Computer science; Nonparametric statistics

• Source: Journal of Classification. 35:394-421

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Lag penalized weighted correlation for time series clustering

• Authors : Chandereng, Thevaa; Gitter, Anthony

• Source: BMC Bioinformatics ; volume 21, issue 1 ; ISSN 1471-2105

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Relationship Between Urban Road Traffic Characteristics and Road Grade Based on a Time Series Clustering Model: A Case Study in Nanjing, China

• Authors : XI Changbai; Chen Jie; NI Jian-hua

Subjects: Data source; 050210 logistics & transportation; geography

• Source: Chinese Geographical Science. 28:1048-1060

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