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Explaining Human Activity Recognition with SHAP: Validating insights with perturbation and quantitative measures.

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Title: Explaining Human Activity Recognition with SHAP: Validating insights with perturbation and quantitative measures.
Authors: Tempel F; Faculty of Informatics, Norwegian University of Science and Technology, Trondheim, Norway. Electronic address: felix.e.f.tempel@ntnu.no., Ihlen EAF; Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway. Electronic address: espen.ihlen@ntnu.no., Adde L; Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Clinic of Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway. Electronic address: lars.adde@ntnu.no., Strümke I; Faculty of Informatics, Norwegian University of Science and Technology, Trondheim, Norway. Electronic address: inga.strumke@ntnu.no.
Source: Computers in biology and medicine [Comput Biol Med] 2025 Apr; Vol. 188, pp. 109838. Date of Electronic Publication: 2025 Feb 22.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Tempel+F%22">Tempel F</searchLink>; Faculty of Informatics, Norwegian University of Science and Technology, Trondheim, Norway. Electronic address: felix.e.f.tempel@ntnu.no.<br /><searchLink fieldCode="AU" term="%22Ihlen+EAF%22">Ihlen EAF</searchLink>; Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway. Electronic address: espen.ihlen@ntnu.no.<br /><searchLink fieldCode="AU" term="%22Adde+L%22">Adde L</searchLink>; Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology, Clinic of Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway. Electronic address: lars.adde@ntnu.no.<br /><searchLink fieldCode="AU" term="%22Strümke+I%22">Strümke I</searchLink>; Faculty of Informatics, Norwegian University of Science and Technology, Trondheim, Norway. Electronic address: inga.strumke@ntnu.no.
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  Data: <searchLink fieldCode="JN" term="%221250250%22">Computers in biology and medicine</searchLink> [Comput Biol Med] 2025 Apr; Vol. 188, pp. 109838. <i>Date of Electronic Publication: </i>2025 Feb 22.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>1250250 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-0534 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200104825%22">00104825 </searchLink><i>NLM ISO Abbreviation: </i>Comput Biol Med <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.compbiomed.2025.109838
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        Text: English
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              Text: 2025 Apr
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