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Boosting the performance of anomalous diffusion classifiers with the proper choice of features

Journal of physics. A, Mathematical and theoretical, 2022-06, Vol.55 (24) [Peer Reviewed Journal]

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Title:
Boosting the performance of anomalous diffusion classifiers with the proper choice of features
Author: Kowalek, Patrycja ; Loch-Olszewska, Hanna ; Łaszczuk, Łukasz ; Opała, Jarosław ; Szwabiński, Janusz
Subjects: anomalous diffusion ; feature-based approach ; machine learning ; single particle tracking ; time series classification
Is Part Of: Journal of physics. A, Mathematical and theoretical, 2022-06, Vol.55 (24)
Publisher: IOP Publishing
Language: English
Identifier: ISSN: 1751-8113
EISSN: 1751-8121
DOI: 10.1088/1751-8121/ac6d2a
CODEN: JPHAC5
Source: IOP 英国物理学会OA刊

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