{"id":"https://openalex.org/W4285107985","doi":"https://doi.org/10.1007/978-3-031-09135-3_1","title":"Classifying Changes in\u00a0Motion Behaviour Due to\u00a0a\u00a0Hospital Stay Using Floor Sensor Data \u2013 A Single Case Study","display_name":"Classifying Changes in\u00a0Motion Behaviour Due to\u00a0a\u00a0Hospital Stay Using Floor Sensor Data \u2013 A Single Case Study","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285107985","doi":"https://doi.org/10.1007/978-3-031-09135-3_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-09135-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-09135-3_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5007121121","display_name":"Laura Liebenow","orcid":"https://orcid.org/0009-0008-5233-3866"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Laura Liebenow","raw_affiliation_strings":["Institute of Medical Informatics, Universit\u00e4t zu L\u00fcbeck, Ratzeburger Allee 160, 23538, L\u00fcbeck, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, Universit\u00e4t zu L\u00fcbeck, Ratzeburger Allee 160, 23538, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078785608","display_name":"Jasmin Walter","orcid":"https://orcid.org/0000-0001-5531-3694"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jasmin Walter","raw_affiliation_strings":["Institute of Medical Informatics, Universit\u00e4t zu L\u00fcbeck, Ratzeburger Allee 160, 23538, L\u00fcbeck, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, Universit\u00e4t zu L\u00fcbeck, Ratzeburger Allee 160, 23538, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027789999","display_name":"Raoul Hoffmann","orcid":"https://orcid.org/0000-0003-1255-5540"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raoul Hoffmann","raw_affiliation_strings":["SensProtect GmbH, Altlaufstra\u00dfe 35, 85635, H\u00f6henkirchen-Siegertsbrunn, Germany"],"affiliations":[{"raw_affiliation_string":"SensProtect GmbH, Altlaufstra\u00dfe 35, 85635, H\u00f6henkirchen-Siegertsbrunn, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039915643","display_name":"Axel Steinhage","orcid":"https://orcid.org/0009-0002-0379-0434"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Axel Steinhage","raw_affiliation_strings":["SensProtect GmbH, Altlaufstra\u00dfe 35, 85635, H\u00f6henkirchen-Siegertsbrunn, Germany"],"affiliations":[{"raw_affiliation_string":"SensProtect GmbH, Altlaufstra\u00dfe 35, 85635, H\u00f6henkirchen-Siegertsbrunn, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037990310","display_name":"Marcin Grzegorzek","orcid":"https://orcid.org/0000-0003-4877-8287"},"institutions":[{"id":"https://openalex.org/I188922065","display_name":"University of Economics in Katowice","ror":"https://ror.org/01vxt3d40","country_code":"PL","type":"education","lineage":["https://openalex.org/I188922065"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE","PL"],"is_corresponding":false,"raw_author_name":"Marcin Grzegorzek","raw_affiliation_strings":["Institute of Medical Informatics, Universit\u00e4t zu L\u00fcbeck, Ratzeburger Allee 160, 23538, L\u00fcbeck, Germany","University of Economics in Katowice, ul.\u00a0Bogucicka 3, 40287, Katowice, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, Universit\u00e4t zu L\u00fcbeck, Ratzeburger Allee 160, 23538, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"University of Economics in Katowice, ul.\u00a0Bogucicka 3, 40287, Katowice, Poland","institution_ids":["https://openalex.org/I188922065"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007121121"],"corresponding_institution_ids":["https://openalex.org/I9341345"],"apc_list":null,"apc_paid":null,"fwci":0.6858,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69612673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9728000164031982,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7700328826904297},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6271407604217529},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6249127388000488},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6037956476211548},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.6009247899055481},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5605803728103638},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5486789345741272},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5340389609336853},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4472426772117615},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42316538095474243},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.173344224691391},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.16465020179748535}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7700328826904297},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6271407604217529},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6249127388000488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6037956476211548},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.6009247899055481},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5605803728103638},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5486789345741272},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5340389609336853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4472426772117615},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42316538095474243},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.173344224691391},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.16465020179748535},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-09135-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-09135-3_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1564424528","https://openalex.org/W1992944807","https://openalex.org/W2030623877","https://openalex.org/W2522513212","https://openalex.org/W2585854736","https://openalex.org/W2790476562","https://openalex.org/W2892675572","https://openalex.org/W2910679792","https://openalex.org/W2911964244","https://openalex.org/W3126555607","https://openalex.org/W4230674625","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4367336074","https://openalex.org/W4379620016","https://openalex.org/W3154045278","https://openalex.org/W3210764983","https://openalex.org/W3089416646","https://openalex.org/W4367335949","https://openalex.org/W4380048833","https://openalex.org/W4285162676","https://openalex.org/W3036529732","https://openalex.org/W4382052559"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}