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Enhancing Warehouse Efficiency With Time Series Clustering: A Hybrid Storage Location Assignment Strategy

• Authors : Hicham Kalkha; Azeddine Khiat; Ayoub Bahnasse

Subjects: E-commerce; intelligent storage location assignment; artificial intelligence

• Source: IEEE Access, Vol 12, Pp 52110-52126 (2024)

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Prediction of Bearings Remaining Useful Life Across Working Conditions Based on Transfer Learning and Time Series Clustering

• Authors : Wentao Mao; Jianliang He; Bin Sun

Subjects: Remaining useful life prediction; transfer learning; domain adaptation

• Source: IEEE Access, Vol 9, Pp 135285-135303 (2021)

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Solar Radiation Intensity Probabilistic Forecasting Based on K-Means Time Series Clustering and Gaussian Process Regression

• Authors : Zhendong Zhang; Chao Wang; Xiaosheng Peng

Subjects: Solar radiation intensity; K-means time series clustering; probabilistic forecasting

• Source: IEEE Access, Vol 9, Pp 89079-89092 (2021)

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Lithium-Ion Cell Screening With Convolutional Neural Networks Based on Two-Step Time-Series Clustering and Hybrid Resampling for Imbalanced Data

• Authors : Chengbao Liu; Jie Tan; Heyuan Shi

Subjects: Lithium-ion cell screening; time-series clustering; resampling

• Source: IEEE Access, Vol 6, Pp 59001-59014 (2018)

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Efficient Time Series Clustering by Minimizing Dynamic Time Warping Utilization

• Authors : Borui Cai; Guangyan Huang; Najmeh Samadiani

Subjects: Time series; density-based clustering; dynamic time warping

• Source: IEEE Access, Vol 9, Pp 46589-46599 (2021)

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Two-Phase Multivariate Time Series Clustering to Classify Urban Rail Transit Stations

• Authors : Liying Zhang; Tao Pei; Bin Meng

Subjects: Multivariate time series; cluster; maximum overlap discrete wavelet transform

• Source: IEEE Access, Vol 8, Pp 167998-168007 (2020)

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Efficient Time Series Clustering by Minimizing Dynamic Time Warping Utilization

• Authors : Cai, Borui; Huang, Guangyan; Samadiani, Najmeh

Subjects: Time series; density-based clustering; dynamic time warping

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Uncovering Competitor Pricing Patterns in the Danish Pharmaceutical Market via Subsequence Time Series Clustering: A Case Study

• Authors : Jamali, Ruhollah; Lazarova-Molnar, Sanja

• Source: Jamali , R & Lazarova-Molnar , S 2023 , Uncovering Competitor Pricing Patterns in the Danish Pharmaceutical Market via Subsequence Time

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Temporal Multi-Features Representation Learning-Based Clustering for Time-Series Data

• Authors : Jaehoon Lee; Dohee Kim; Sunghyun Sim

Subjects: Time-series clustering; temporal multi-features representation (TMRC); temporal multi-features representation learning (TMRL)

• Source: IEEE Access, Vol 12, Pp 87675-87690 (2024)

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Utilizing Social Clustering-Based Regression Model for Predicting Student’s GPA

• Authors : Yomna M. I. Hassan; Abeer Elkorany; Khaled Wassif

Subjects: Time-series clustering; k-means; community of inquiry

• Source: IEEE Access, Vol 10, Pp 48948-48963 (2022)

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