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OpenAlex Citation Counts

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OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!

If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.

Requested Article:

A review on distance based time series classification
Amaia Abanda, Usue Mori, José A. Lozano
Data Mining and Knowledge Discovery (2018) Vol. 33, Iss. 2, pp. 378-412
Open Access | Times Cited: 233

Showing 1-25 of 233 citing articles:

Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0
Alberto Diez-Olivan, Javier Del Ser, Diego Galar, et al.
Information Fusion (2018) Vol. 50, pp. 92-111
Closed Access | Times Cited: 527
Explainable AI for Time Series Classification: A Review, Taxonomy and Research Directions
Andreas Theissler, Francesco Spinnato, Udo Schlegel, et al.
IEEE Access (2022) Vol. 10, pp. 100700-100724
Open Access | Times Cited: 88
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects
Kexin Zhang, Qingsong Wen, Chaoli Zhang, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2024) Vol. 46, Iss. 10, pp. 6775-6794
Open Access | Times Cited: 45
Bake off redux: a review and experimental evaluation of recent time series classification algorithms
Matthew Middlehurst, Patrick Schäfer, Anthony Bagnall
Data Mining and Knowledge Discovery (2024) Vol. 38, Iss. 4, pp. 1958-2031
Open Access | Times Cited: 45
sktime: A Unified Interface for Machine Learning with Time Series
Markus Löning, Anthony Bagnall, Sajaysurya Ganesh, et al.
arXiv (Cornell University) (2019)
Open Access | Times Cited: 143
Causal inference for time series analysis: problems, methods and evaluation
Raha Moraffah, Paras Sheth, Mansooreh Karami, et al.
Knowledge and Information Systems (2021) Vol. 63, Iss. 12, pp. 3041-3085
Closed Access | Times Cited: 78
Adaptive feature fusion for time series classification
Tian Wang, Zhaoying Liu, Ting Zhang, et al.
Knowledge-Based Systems (2022) Vol. 243, pp. 108459-108459
Closed Access | Times Cited: 40
A Large Comparison of Normalization Methods on Time Series
Felipe Tomazelli Lima, Vinícius M. A. Souza
Big Data Research (2023) Vol. 34, pp. 100407-100407
Closed Access | Times Cited: 35
A review and evaluation of elastic distance functions for time series clustering
Christopher Holder, Matthew Middlehurst, Anthony Bagnall
Knowledge and Information Systems (2023) Vol. 66, Iss. 2, pp. 765-809
Open Access | Times Cited: 28
Microclimate spatio-temporal prediction using deep learning and land use data
Jintong Han, Adrian Chong, Joie Lim, et al.
Building and Environment (2024) Vol. 253, pp. 111358-111358
Closed Access | Times Cited: 12
Time series classification: nearest neighbor versus deep learning models
Weiwei Jiang
SN Applied Sciences (2020) Vol. 2, Iss. 4
Open Access | Times Cited: 64
Time-series averaging and local stability-weighted dynamic time warping for online signature verification
Manabu Okawa
Pattern Recognition (2020) Vol. 112, pp. 107699-107699
Closed Access | Times Cited: 55
A fast and accurate similarity measure for long time series classification based on local extrema and dynamic time warping
Abdelmadjid Lahreche, Bachir Boucheham
Expert Systems with Applications (2020) Vol. 168, pp. 114374-114374
Closed Access | Times Cited: 55
Mutual information based feature subset selection in multivariate time series classification
Josu Ircio, Aizea Lojo, Usue Mori, et al.
Pattern Recognition (2020) Vol. 108, pp. 107525-107525
Open Access | Times Cited: 50
Explainable Multivariate Time Series Classification
Tsung-Yu Hsieh, Suhang Wang, Yiwei Sun, et al.
(2021), pp. 607-615
Closed Access | Times Cited: 42
A Series-Based Deep Learning Approach to Lung Nodule Image Classification
Mehmet Ali Balcı, Larissa M. Batrancea, Ömer Akgüller, et al.
Cancers (2023) Vol. 15, Iss. 3, pp. 843-843
Open Access | Times Cited: 19
End-to-End Signal Classification in Signed Cumulative Distribution Transform Space
Abu Hasnat Mohammad Rubaiyat, Shiying Li, Xuwang Yin, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2024) Vol. 46, Iss. 9, pp. 5936-5950
Open Access | Times Cited: 5
Temporal 2D-Cycle-Generation Framework for Time Series Classification
Xi Chen, Xiu Jin, Hua Zhang, et al.
Applied Soft Computing (2025), pp. 112778-112778
Closed Access
Causal and Local Correlations Based Network for Multivariate Time Series Classification
Mingsen Du, Yanxuan Wei, Xiangwei Zheng, et al.
Neurocomputing (2025), pp. 129884-129884
Closed Access
Batch active learning for time-series classification with multi-mode exploration
Sangho Lee, Chihyeon Choi, Hyungrok Do, et al.
Information Sciences (2025), pp. 122109-122109
Closed Access
Quantitative and Qualitative Analysis of Time-Series Classification Using Deep Learning
Saba Ale Ebrahim, Javad Poshtan, Seyedh Mahboobeh Jamali, et al.
IEEE Access (2020) Vol. 8, pp. 90202-90215
Open Access | Times Cited: 40
Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures
John Paparrizos, Chunwei Liu, Aaron J. Elmore, et al.
(2020), pp. 1887-1905
Closed Access | Times Cited: 39
Auto-adaptive multilayer perceptron for univariate time series classification
Felipe Arias Del Campo, María Cristina Guevara Neri, Osslan Osíris Vergara Villegas, et al.
Expert Systems with Applications (2021) Vol. 181, pp. 115147-115147
Closed Access | Times Cited: 34
Time series classification based on temporal features
Cun Ji, Mingsen Du, Yupeng Hu, et al.
Applied Soft Computing (2022) Vol. 128, pp. 109494-109494
Closed Access | Times Cited: 25
Fully convolutional networks with shapelet features for time series classification
Cun Ji, Yupeng Hu, Shijun Liu, et al.
Information Sciences (2022) Vol. 612, pp. 835-847
Closed Access | Times Cited: 24
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