{"id":"https://openalex.org/W4391452886","doi":"https://doi.org/10.1007/978-3-031-51643-6_11","title":"Impact of Feature Normalization on Machine Learning-Based Human Fall Detection","display_name":"Impact of Feature Normalization on Machine Learning-Based Human Fall Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391452886","doi":"https://doi.org/10.1007/978-3-031-51643-6_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-51643-6_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-51643-6_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087228635","display_name":"Moustafa Fayad","orcid":"https://orcid.org/0000-0002-9509-4681"},"institutions":[{"id":"https://openalex.org/I90843659","display_name":"Universit\u00e9 de Franche-Comt\u00e9","ror":"https://ror.org/03pcc9z86","country_code":"FR","type":"education","lineage":["https://openalex.org/I90843659"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Moustafa Fayad","raw_affiliation_strings":["Nanomedicine, Imagery, and Therapeutics Laboratory, Univ. of Franche-Comt\u00e9, 25030, Besan\u00e7on, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanomedicine, Imagery, and Therapeutics Laboratory, Univ. of Franche-Comt\u00e9, 25030, Besan\u00e7on, France","institution_ids":["https://openalex.org/I90843659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073666006","display_name":"Mohamed-Yacine Hachani","orcid":null},"institutions":[{"id":"https://openalex.org/I90843659","display_name":"Universit\u00e9 de Franche-Comt\u00e9","ror":"https://ror.org/03pcc9z86","country_code":"FR","type":"education","lineage":["https://openalex.org/I90843659"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed-Yacine Hachani","raw_affiliation_strings":["Nanomedicine, Imagery, and Therapeutics Laboratory, Univ. of Franche-Comt\u00e9, 25030, Besan\u00e7on, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanomedicine, Imagery, and Therapeutics Laboratory, Univ. of Franche-Comt\u00e9, 25030, Besan\u00e7on, France","institution_ids":["https://openalex.org/I90843659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070464735","display_name":"Ahmed Mostefaoui","orcid":"https://orcid.org/0000-0001-8863-4080"},"institutions":[{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]},{"id":"https://openalex.org/I90843659","display_name":"Universit\u00e9 de Franche-Comt\u00e9","ror":"https://ror.org/03pcc9z86","country_code":"FR","type":"education","lineage":["https://openalex.org/I90843659"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ahmed Mostefaoui","raw_affiliation_strings":["DISC Department, FEMTO-ST Institute, Univ. of Franche-Comt\u00e9, 90000, Belfort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DISC Department, FEMTO-ST Institute, Univ. of Franche-Comt\u00e9, 90000, Belfort, France","institution_ids":["https://openalex.org/I2802759292","https://openalex.org/I90843659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053213988","display_name":"Mohammed Amine Merzoug","orcid":"https://orcid.org/0000-0002-5316-6456"},"institutions":[{"id":"https://openalex.org/I90843659","display_name":"Universit\u00e9 de Franche-Comt\u00e9","ror":"https://ror.org/03pcc9z86","country_code":"FR","type":"education","lineage":["https://openalex.org/I90843659"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohammed Amine Merzoug","raw_affiliation_strings":["Nanomedicine, Imagery, and Therapeutics Laboratory, Univ. of Franche-Comt\u00e9, 25030, Besan\u00e7on, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanomedicine, Imagery, and Therapeutics Laboratory, Univ. of Franche-Comt\u00e9, 25030, Besan\u00e7on, France","institution_ids":["https://openalex.org/I90843659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076592335","display_name":"Isabelle Lajoie","orcid":null},"institutions":[{"id":"https://openalex.org/I90843659","display_name":"Universit\u00e9 de Franche-Comt\u00e9","ror":"https://ror.org/03pcc9z86","country_code":"FR","type":"education","lineage":["https://openalex.org/I90843659"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Isabelle Lajoie","raw_affiliation_strings":["Nanomedicine, Imagery, and Therapeutics Laboratory, Univ. of Franche-Comt\u00e9, 25030, Besan\u00e7on, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanomedicine, Imagery, and Therapeutics Laboratory, Univ. of Franche-Comt\u00e9, 25030, Besan\u00e7on, France","institution_ids":["https://openalex.org/I90843659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050042238","display_name":"R\u00e9da Yahiaoui","orcid":"https://orcid.org/0000-0002-4178-0432"},"institutions":[{"id":"https://openalex.org/I90843659","display_name":"Universit\u00e9 de Franche-Comt\u00e9","ror":"https://ror.org/03pcc9z86","country_code":"FR","type":"education","lineage":["https://openalex.org/I90843659"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"R\u00e9da Yahiaoui","raw_affiliation_strings":["Nanomedicine, Imagery, and Therapeutics Laboratory, Univ. of Franche-Comt\u00e9, 25030, Besan\u00e7on, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanomedicine, Imagery, and Therapeutics Laboratory, Univ. of Franche-Comt\u00e9, 25030, Besan\u00e7on, France","institution_ids":["https://openalex.org/I90843659"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087228635"],"corresponding_institution_ids":["https://openalex.org/I90843659"],"apc_list":null,"apc_paid":null,"fwci":0.4733,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62504244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"147","last_page":"161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9739000201225281,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.888465166091919},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6692041754722595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5642077326774597},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4997830390930176},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37665069103240967},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3397535979747772},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32814455032348633},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.04789620637893677},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.04081660509109497}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.888465166091919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6692041754722595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5642077326774597},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4997830390930176},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37665069103240967},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3397535979747772},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32814455032348633},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.04789620637893677},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.04081660509109497},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-51643-6_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-51643-6_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2035675395","https://openalex.org/W2055698923","https://openalex.org/W2074099390","https://openalex.org/W2155326828","https://openalex.org/W2482368507","https://openalex.org/W2560103205","https://openalex.org/W2620660176","https://openalex.org/W2739677392","https://openalex.org/W2778227677","https://openalex.org/W2941398656","https://openalex.org/W2990954032","https://openalex.org/W3021414116","https://openalex.org/W3042124509","https://openalex.org/W3083408317","https://openalex.org/W3090781816","https://openalex.org/W3109733158","https://openalex.org/W3145350696","https://openalex.org/W3156714642","https://openalex.org/W3167787205","https://openalex.org/W3191137513","https://openalex.org/W4214934658"],"related_works":["https://openalex.org/W2591697403","https://openalex.org/W2953716828","https://openalex.org/W2904857019","https://openalex.org/W2944728705","https://openalex.org/W3011538607","https://openalex.org/W2904022177","https://openalex.org/W4321441197","https://openalex.org/W2359348847","https://openalex.org/W4294432981","https://openalex.org/W4321276295"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}