{"id":"https://openalex.org/W2795361413","doi":"https://doi.org/10.1007/978-3-319-78759-6_8","title":"Feet Fidgeting Detection Based on Accelerometers Using Decision Tree Learning and Gradient Boosting","display_name":"Feet Fidgeting Detection Based on Accelerometers Using Decision Tree Learning and Gradient Boosting","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2795361413","doi":"https://doi.org/10.1007/978-3-319-78759-6_8","mag":"2795361413"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-78759-6_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-78759-6_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/256744","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073185761","display_name":"Julien Esseiva","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109379","display_name":"HES-SO Fribourg","ror":"https://ror.org/02kkwkt79","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210109379"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Julien Esseiva","raw_affiliation_strings":["University of Applied Sciences and Arts Western Switzerland, Fribourg, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences and Arts Western Switzerland, Fribourg, Switzerland","institution_ids":["https://openalex.org/I4210109379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023712544","display_name":"Maurizio Caon","orcid":"https://orcid.org/0000-0003-4050-4214"},"institutions":[{"id":"https://openalex.org/I4210109379","display_name":"HES-SO Fribourg","ror":"https://ror.org/02kkwkt79","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210109379"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Maurizio Caon","raw_affiliation_strings":["University of Applied Sciences and Arts Western Switzerland, Fribourg, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences and Arts Western Switzerland, Fribourg, Switzerland","institution_ids":["https://openalex.org/I4210109379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074717197","display_name":"Elena Mugellini","orcid":"https://orcid.org/0000-0002-0775-0862"},"institutions":[{"id":"https://openalex.org/I4210109379","display_name":"HES-SO Fribourg","ror":"https://ror.org/02kkwkt79","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210109379"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Elena Mugellini","raw_affiliation_strings":["University of Applied Sciences and Arts Western Switzerland, Fribourg, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences and Arts Western Switzerland, Fribourg, Switzerland","institution_ids":["https://openalex.org/I4210109379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067556490","display_name":"Omar Abou Khaled","orcid":"https://orcid.org/0000-0002-0178-9037"},"institutions":[{"id":"https://openalex.org/I4210109379","display_name":"HES-SO Fribourg","ror":"https://ror.org/02kkwkt79","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210109379"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Omar Abou Khaled","raw_affiliation_strings":["University of Applied Sciences and Arts Western Switzerland, Fribourg, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences and Arts Western Switzerland, Fribourg, Switzerland","institution_ids":["https://openalex.org/I4210109379"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087048361","display_name":"Kamiar Aminian","orcid":"https://orcid.org/0000-0002-6582-5375"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Kamiar Aminian","raw_affiliation_strings":["Laboratory of Movement Analysis and Measurement, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), 1015, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Laboratory of Movement Analysis and Measurement, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), 1015, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5073185761"],"corresponding_institution_ids":["https://openalex.org/I4210109379"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7259,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87056169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9954000115394592,"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":0.9954000115394592,"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":0.9889000058174133,"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":0.9815000295639038,"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/gradient-boosting","display_name":"Gradient boosting","score":0.5854539275169373},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.557489812374115},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5182585716247559},{"id":"https://openalex.org/keywords/sitting","display_name":"Sitting","score":0.46347957849502563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4348732829093933},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3350293040275574},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14834731817245483},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.11309018731117249}],"concepts":[{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.5854539275169373},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.557489812374115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5182585716247559},{"id":"https://openalex.org/C2776370487","wikidata":"https://www.wikidata.org/wiki/Q1144593","display_name":"Sitting","level":2,"score":0.46347957849502563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4348732829093933},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3350293040275574},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14834731817245483},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.11309018731117249},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-319-78759-6_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-78759-6_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:hesso.tind.io:2715","is_oa":false,"landing_page_url":"https://hesso.swisscovery.slsp.ch/permalink/41SLSP_HES/15q12pm/alma991001955778305514","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arodes.hes-so.ch/record/2715","raw_type":"Text"},{"id":"pmh:oai:infoscience.epfl.ch:256744","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/256744","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:256744","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/256744","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1543676750","https://openalex.org/W1840528038","https://openalex.org/W2014998742","https://openalex.org/W2018820264","https://openalex.org/W2051261892","https://openalex.org/W2077204677","https://openalex.org/W2493846716","https://openalex.org/W2574456466"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
