{"id":"https://openalex.org/W2742625284","doi":"https://doi.org/10.1007/978-3-319-66188-9_20","title":"Integrating Prior Knowledge in Weighted SVM for Human Activity Recognition in Smart Home","display_name":"Integrating Prior Knowledge in Weighted SVM for Human Activity Recognition in Smart Home","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2742625284","doi":"https://doi.org/10.1007/978-3-319-66188-9_20","mag":"2742625284"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-66188-9_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-66188-9_20","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088686358","display_name":"M\u2019hamed Bilal Abidine","orcid":"https://orcid.org/0000-0002-1675-2886"},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"M\u2019hamed Bilal Abidine","raw_affiliation_strings":["Laboratoire d\u2019Ing\u00e9nierie des Syst\u00e8mes Intelligents et Communicants, LISIC Laboratory, Electronics and Computer Sciences Department, University of Science and Technology Houari Boumediene (USTHB), 32, El Alia, Bab Ezzouar, 16111, Algiers, Algeria","USTHB - Universit\u00e9 des Sciences et de la Technologie Houari Boumediene = University of Sciences and Technology Houari Boumediene [Alger] (BP 32 EL Alia 16111 Bab Ezzouar,  Alger - Algeria)"],"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Ing\u00e9nierie des Syst\u00e8mes Intelligents et Communicants, LISIC Laboratory, Electronics and Computer Sciences Department, University of Science and Technology Houari Boumediene (USTHB), 32, El Alia, Bab Ezzouar, 16111, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]},{"raw_affiliation_string":"USTHB - Universit\u00e9 des Sciences et de la Technologie Houari Boumediene = University of Sciences and Technology Houari Boumediene [Alger] (BP 32 EL Alia 16111 Bab Ezzouar,  Alger - Algeria)","institution_ids":["https://openalex.org/I157169809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030461883","display_name":"Belkacem Fergani","orcid":"https://orcid.org/0000-0002-1381-6880"},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Belkacem Fergani","raw_affiliation_strings":["Laboratoire d\u2019Ing\u00e9nierie des Syst\u00e8mes Intelligents et Communicants, LISIC Laboratory, Electronics and Computer Sciences Department, University of Science and Technology Houari Boumediene (USTHB), 32, El Alia, Bab Ezzouar, 16111, Algiers, Algeria","USTHB - Universit\u00e9 des Sciences et de la Technologie Houari Boumediene = University of Sciences and Technology Houari Boumediene [Alger] (BP 32 EL Alia 16111 Bab Ezzouar,  Alger - Algeria)"],"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Ing\u00e9nierie des Syst\u00e8mes Intelligents et Communicants, LISIC Laboratory, Electronics and Computer Sciences Department, University of Science and Technology Houari Boumediene (USTHB), 32, El Alia, Bab Ezzouar, 16111, Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]},{"raw_affiliation_string":"USTHB - Universit\u00e9 des Sciences et de la Technologie Houari Boumediene = University of Sciences and Technology Houari Boumediene [Alger] (BP 32 EL Alia 16111 Bab Ezzouar,  Alger - Algeria)","institution_ids":["https://openalex.org/I157169809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032829313","display_name":"Anthony Fleury","orcid":"https://orcid.org/0000-0002-0175-3181"},"institutions":[{"id":"https://openalex.org/I4210133642","display_name":"IMT Nord Europe","ror":"https://ror.org/042rh9p26","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210133642"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I160727737","display_name":"\u00c9cole des Mines de Douai","ror":"https://ror.org/05ate2e14","country_code":"FR","type":"education","lineage":["https://openalex.org/I160727737"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anthony Fleury","raw_affiliation_strings":["Mines Douai, URIA, Douai, France","University of Lille, Lille, France","IMT Lille Douai - Ecole nationale sup\u00e9rieure Mines-T\u00e9l\u00e9com Lille Douai (Cit\u00e9 Scientifique, Rue Guglielmo Marconi BP 20145 VILLENEUVE D\u2019ASCQ - France)","Universit\u00e9 de Lille (EPE Universit\u00e9 de Lille. -- 42 rue Paul Duez, 59000 Lille - France)","CERI SN - IMT Nord Europe - Centre for Digital Systems (Cit\u00e9 Scientifique, Rue Guglielmo Marconi BP 20145 VILLENEUVE D\u2019ASCQ - France)"],"affiliations":[{"raw_affiliation_string":"Mines Douai, URIA, Douai, France","institution_ids":["https://openalex.org/I160727737"]},{"raw_affiliation_string":"University of Lille, Lille, France","institution_ids":["https://openalex.org/I2279609970"]},{"raw_affiliation_string":"IMT Lille Douai - Ecole nationale sup\u00e9rieure Mines-T\u00e9l\u00e9com Lille Douai (Cit\u00e9 Scientifique, Rue Guglielmo Marconi BP 20145 VILLENEUVE D\u2019ASCQ - France)","institution_ids":["https://openalex.org/I4210133642"]},{"raw_affiliation_string":"Universit\u00e9 de Lille (EPE Universit\u00e9 de Lille. -- 42 rue Paul Duez, 59000 Lille - France)","institution_ids":["https://openalex.org/I2279609970"]},{"raw_affiliation_string":"CERI SN - IMT Nord Europe - Centre for Digital Systems (Cit\u00e9 Scientifique, Rue Guglielmo Marconi BP 20145 VILLENEUVE D\u2019ASCQ - France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088686358"],"corresponding_institution_ids":["https://openalex.org/I157169809"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6671,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67406477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"233","last_page":"239"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9567999839782715,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.945900022983551,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7816489934921265},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7630546689033508},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.754094123840332},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.752005934715271},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.7424942851066589},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.7367722988128662},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6888172626495361},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6045060753822327},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5867811441421509},{"id":"https://openalex.org/keywords/quadratic-classifier","display_name":"Quadratic classifier","score":0.44163069128990173},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3893204629421234}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7816489934921265},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7630546689033508},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.754094123840332},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.752005934715271},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7424942851066589},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.7367722988128662},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6888172626495361},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6045060753822327},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5867811441421509},{"id":"https://openalex.org/C52620605","wikidata":"https://www.wikidata.org/wiki/Q7268357","display_name":"Quadratic classifier","level":3,"score":0.44163069128990173},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3893204629421234}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-66188-9_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-66188-9_20","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W945921384","https://openalex.org/W1497385253","https://openalex.org/W1606626619","https://openalex.org/W1969307352","https://openalex.org/W2014116854","https://openalex.org/W2034281151","https://openalex.org/W2104297801","https://openalex.org/W2109098835","https://openalex.org/W2171798319","https://openalex.org/W2507653100","https://openalex.org/W4243034134"],"related_works":["https://openalex.org/W2052589448","https://openalex.org/W2113454941","https://openalex.org/W2765337000","https://openalex.org/W3104072235","https://openalex.org/W2391447249","https://openalex.org/W2312955079","https://openalex.org/W2350996391","https://openalex.org/W2066119650","https://openalex.org/W4288315282","https://openalex.org/W2951122819"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
