{"id":"https://openalex.org/W3040066287","doi":"https://doi.org/10.1007/978-3-030-52249-0_29","title":"A New Approach to Supervised Data Analysis in Embedded Systems Environments: A Case Study","display_name":"A New Approach to Supervised Data Analysis in Embedded Systems Environments: A Case Study","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3040066287","doi":"https://doi.org/10.1007/978-3-030-52249-0_29","mag":"3040066287"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-52249-0_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-52249-0_29","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/A5061595388","display_name":"Pamela E. Godoy-Trujillo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108037","display_name":"Instituto Superior Tecnol\u00f3gico Loja","ror":"https://ror.org/01ky9e908","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210108037"]},{"id":"https://openalex.org/I4210130315","display_name":"Universidad T\u00e9cnica del Norte","ror":"https://ror.org/03f0t8b71","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210130315"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Pamela E. Godoy-Trujillo","raw_affiliation_strings":["Instituto Superior Tecnol\u00f3gico 17 de Julio, Urcuqu\u00ed, Ecuador","Universidad T\u00e9cnica del Norte, Ibarra, Ecuador"],"affiliations":[{"raw_affiliation_string":"Instituto Superior Tecnol\u00f3gico 17 de Julio, Urcuqu\u00ed, Ecuador","institution_ids":["https://openalex.org/I4210108037"]},{"raw_affiliation_string":"Universidad T\u00e9cnica del Norte, Ibarra, Ecuador","institution_ids":["https://openalex.org/I4210130315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033213216","display_name":"Pa\u00fal D. Rosero-Montalvo","orcid":"https://orcid.org/0000-0003-1995-400X"},"institutions":[{"id":"https://openalex.org/I4210130315","display_name":"Universidad T\u00e9cnica del Norte","ror":"https://ror.org/03f0t8b71","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210130315"]},{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["EC","ES"],"is_corresponding":true,"raw_author_name":"Paul D. Rosero-Montalvo","raw_affiliation_strings":["Universidad T\u00e9cnica del Norte, Ibarra, Ecuador","Universidad de Salamanca, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad T\u00e9cnica del Norte, Ibarra, Ecuador","institution_ids":["https://openalex.org/I4210130315"]},{"raw_affiliation_string":"Universidad de Salamanca, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101691305","display_name":"Luis Su\u00e1rez-Zambrano","orcid":"https://orcid.org/0000-0002-8538-2735"},"institutions":[{"id":"https://openalex.org/I4210130315","display_name":"Universidad T\u00e9cnica del Norte","ror":"https://ror.org/03f0t8b71","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210130315"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Luis E. Su\u00e1rez-Zambrano","raw_affiliation_strings":["Universidad T\u00e9cnica del Norte, Ibarra, Ecuador"],"affiliations":[{"raw_affiliation_string":"Universidad T\u00e9cnica del Norte, Ibarra, Ecuador","institution_ids":["https://openalex.org/I4210130315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062882562","display_name":"Diego H. Peluffo-Ord\u00f3\u0144ez","orcid":"https://orcid.org/0000-0002-9045-6997"},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Diego H. Peluffo-Ordo\u00f1ez","raw_affiliation_strings":["SDAS-Group, Pasto, Colombia","YachayTech, Urcuqu\u00ed, Ecuador"],"affiliations":[{"raw_affiliation_string":"SDAS-Group, Pasto, Colombia","institution_ids":[]},{"raw_affiliation_string":"YachayTech, Urcuqu\u00ed, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059076336","display_name":"E. J. Revelo-Fuelag\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I271702661","display_name":"University of Nari\u00f1o","ror":"https://ror.org/050bg0846","country_code":"CO","type":"education","lineage":["https://openalex.org/I271702661"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"E. J. Revelo-Fuelag\u00e1n","raw_affiliation_strings":["Universidad de Nari\u00f1o, Pasto, Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad de Nari\u00f1o, Pasto, Colombia","institution_ids":["https://openalex.org/I271702661"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033213216"],"corresponding_institution_ids":["https://openalex.org/I184999862","https://openalex.org/I4210130315"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10657881,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"416","last_page":"425"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9977999925613403,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9977999925613403,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9531999826431274,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10616","display_name":"Smart Agriculture and AI","score":0.9505000114440918,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7873843908309937},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6295942664146423},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5587671995162964},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5382717847824097},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.537865936756134},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5327221155166626},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5160384178161621},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4847647547721863},{"id":"https://openalex.org/keywords/attrition","display_name":"Attrition","score":0.4640952944755554},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.4288579225540161},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42730477452278137},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4118120074272156},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09131261706352234},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06239995360374451}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7873843908309937},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6295942664146423},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5587671995162964},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5382717847824097},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.537865936756134},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5327221155166626},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5160384178161621},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4847647547721863},{"id":"https://openalex.org/C2780553607","wikidata":"https://www.wikidata.org/wiki/Q684868","display_name":"Attrition","level":2,"score":0.4640952944755554},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4288579225540161},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42730477452278137},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4118120074272156},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09131261706352234},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06239995360374451},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-52249-0_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-52249-0_29","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":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1999133565","https://openalex.org/W2050929177","https://openalex.org/W2068514419","https://openalex.org/W2151537585","https://openalex.org/W2244844527","https://openalex.org/W2573263943","https://openalex.org/W2736021185","https://openalex.org/W2757230299","https://openalex.org/W2784123750","https://openalex.org/W2784188788","https://openalex.org/W2807203802","https://openalex.org/W2905497993","https://openalex.org/W2906388068","https://openalex.org/W2943991940","https://openalex.org/W3102982376","https://openalex.org/W3129588880","https://openalex.org/W4234377050","https://openalex.org/W6888583441","https://openalex.org/W6925969979","https://openalex.org/W6944535749"],"related_works":["https://openalex.org/W1969175355","https://openalex.org/W2007101045","https://openalex.org/W2056472298","https://openalex.org/W2775846538","https://openalex.org/W2586909830","https://openalex.org/W2116688168","https://openalex.org/W3124528783","https://openalex.org/W4231153204","https://openalex.org/W2900291040","https://openalex.org/W1561679928"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
