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. |
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| 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 |
| ISSN: | 1879-0534 |
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| DOI: | 10.1016/j.compbiomed.2025.109838 |
