{"id":"https://openalex.org/W2907614255","doi":"https://doi.org/10.1007/978-3-030-11051-2_40","title":"Applying Random Forest Method to Analyze Elderly Fitness Training Routine Data","display_name":"Applying Random Forest Method to Analyze Elderly Fitness Training Routine Data","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2907614255","doi":"https://doi.org/10.1007/978-3-030-11051-2_40","mag":"2907614255"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-11051-2_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11051-2_40","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/A5110667101","display_name":"Chia Hsuan Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chia Hsuan Lee","raw_affiliation_strings":["National Taiwan University of Science and Technology, 1 No. 43, Section\u00a04, Keelung Road, Da\u2019an District, Taipei, 106, Taiwan","National Taiwan University of Science and Technology, 1 No. 43, Section\u00a04, Keelung Road, Da'an District, Taipei, 106, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology, 1 No. 43, Section\u00a04, Keelung Road, Da\u2019an District, Taipei, 106, Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"National Taiwan University of Science and Technology, 1 No. 43, Section\u00a04, Keelung Road, Da'an District, Taipei, 106, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057594423","display_name":"Tien\u2010Lung Sun","orcid":"https://orcid.org/0000-0002-8408-404X"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tien-Lung Sun","raw_affiliation_strings":["Yuan-Ze University, 135 Yuan-Tung Road, Chung-Li, Tao-Yuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Yuan-Ze University, 135 Yuan-Tung Road, Chung-Li, Tao-Yuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080407622","display_name":"Diana Eloisa Roa Flores","orcid":null},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Diana Eloisa Roa Flores","raw_affiliation_strings":["Yuan-Ze University, 135 Yuan-Tung Road, Chung-Li, Tao-Yuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Yuan-Ze University, 135 Yuan-Tung Road, Chung-Li, Tao-Yuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102471269","display_name":"Bernard C. Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bernard C. Jiang","raw_affiliation_strings":["National Taiwan University of Science and Technology, 1 No. 43, Section\u00a04, Keelung Road, Da\u2019an District, Taipei, 106, Taiwan","National Taiwan University of Science and Technology, 1 No. 43, Section\u00a04, Keelung Road, Da'an District, Taipei, 106, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University of Science and Technology, 1 No. 43, Section\u00a04, Keelung Road, Da\u2019an District, Taipei, 106, Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"National Taiwan University of Science and Technology, 1 No. 43, Section\u00a04, Keelung Road, Da'an District, Taipei, 106, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5110667101"],"corresponding_institution_ids":["https://openalex.org/I154864474"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01029679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"260","last_page":"264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9498999714851379,"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":0.9498999714851379,"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/T10352","display_name":"Physical Activity and Health","score":0.940500020980835,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9072999954223633,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.731635332107544},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6926750540733337},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5897142887115479},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5851020812988281},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5322888493537903},{"id":"https://openalex.org/keywords/promotion","display_name":"Promotion (chess)","score":0.5302909016609192},{"id":"https://openalex.org/keywords/health-professionals","display_name":"Health professionals","score":0.432768851518631},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.41380375623703003},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.3367733359336853},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32382410764694214},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24170750379562378}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.731635332107544},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6926750540733337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5897142887115479},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5851020812988281},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5322888493537903},{"id":"https://openalex.org/C98147612","wikidata":"https://www.wikidata.org/wiki/Q215599","display_name":"Promotion (chess)","level":3,"score":0.5302909016609192},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.432768851518631},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.41380375623703003},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3367733359336853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32382410764694214},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24170750379562378},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-11051-2_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11051-2_40","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":5,"referenced_works":["https://openalex.org/W2029670310","https://openalex.org/W2101234009","https://openalex.org/W2911964244","https://openalex.org/W4256060553","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4386799044","https://openalex.org/W2773208253","https://openalex.org/W2560646951","https://openalex.org/W4297454206","https://openalex.org/W65104662","https://openalex.org/W1871748041","https://openalex.org/W2362286668","https://openalex.org/W2133382151","https://openalex.org/W3193043704","https://openalex.org/W2355050415"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}