{"id":"https://openalex.org/W2891623365","doi":"https://doi.org/10.1007/978-3-319-97556-6_3","title":"Machine Learning: A Concise Overview","display_name":"Machine Learning: A Concise Overview","publication_year":2018,"publication_date":"2018-09-18","ids":{"openalex":"https://openalex.org/W2891623365","doi":"https://doi.org/10.1007/978-3-319-97556-6_3","mag":"2891623365"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-97556-6_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-97556-6_3","pdf_url":null,"source":{"id":"https://openalex.org/S4210219266","display_name":"Studies in big data","issn_l":"2197-6503","issn":["2197-6503","2197-6511"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Big Data","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/A5041239977","display_name":"Denio Duarte","orcid":"https://orcid.org/0000-0003-4936-4748"},"institutions":[{"id":"https://openalex.org/I3130004620","display_name":"Universidade Federal da Fronteira Sul","ror":"https://ror.org/03z9wm572","country_code":"BR","type":"education","lineage":["https://openalex.org/I3130004620"]},{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["BR","SE"],"is_corresponding":true,"raw_author_name":"Denio Duarte","raw_affiliation_strings":["Universidade Federal da Fronteira Sul, Chapec\u00f3, Brazil","University of Sk\u00f6vde, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"Universidade Federal da Fronteira Sul, Chapec\u00f3, Brazil","institution_ids":["https://openalex.org/I3130004620"]},{"raw_affiliation_string":"University of Sk\u00f6vde, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040314070","display_name":"Niclas St\u00e5hl","orcid":"https://orcid.org/0000-0003-2128-7090"},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Niclas St\u00e5hl","raw_affiliation_strings":["University of Sk\u00f6vde, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"University of Sk\u00f6vde, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041239977"],"corresponding_institution_ids":["https://openalex.org/I205158640","https://openalex.org/I3130004620"],"apc_list":null,"apc_paid":null,"fwci":2.175,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90693146,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9962999820709229,"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":0.9962999820709229,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9962000250816345,"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/T10320","display_name":"Neural Networks and Applications","score":0.9943000078201294,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6853387355804443},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6748725175857544},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5639833211898804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4323538541793823},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3629641532897949},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33080995082855225},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09559574723243713},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.07434484362602234},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.044761091470718384}],"concepts":[{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6853387355804443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6748725175857544},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5639833211898804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4323538541793823},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3629641532897949},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33080995082855225},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09559574723243713},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.07434484362602234},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.044761091470718384},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-97556-6_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-97556-6_3","pdf_url":null,"source":{"id":"https://openalex.org/S4210219266","display_name":"Studies in big data","issn_l":"2197-6503","issn":["2197-6503","2197-6511"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Big Data","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5699999928474426,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W128984794","https://openalex.org/W1498369939","https://openalex.org/W1531110464","https://openalex.org/W1597009674","https://openalex.org/W1665214252","https://openalex.org/W1667072054","https://openalex.org/W1815076433","https://openalex.org/W1821811819","https://openalex.org/W1849277567","https://openalex.org/W1869391892","https://openalex.org/W1901616594","https://openalex.org/W1967178753","https://openalex.org/W1971356345","https://openalex.org/W1990007244","https://openalex.org/W1992419399","https://openalex.org/W1995341919","https://openalex.org/W1999965501","https://openalex.org/W2007431958","https://openalex.org/W2011430131","https://openalex.org/W2016023958","https://openalex.org/W2040870580","https://openalex.org/W2047884674","https://openalex.org/W2049633694","https://openalex.org/W2059148040","https://openalex.org/W2062572654","https://openalex.org/W2099471712","https://openalex.org/W2110242546","https://openalex.org/W2112796928","https://openalex.org/W2130949063","https://openalex.org/W2138857742","https://openalex.org/W2156935079","https://openalex.org/W2161336914","https://openalex.org/W2163922914","https://openalex.org/W2173520492","https://openalex.org/W2187089797","https://openalex.org/W2215815030","https://openalex.org/W2432267564","https://openalex.org/W2492294785","https://openalex.org/W2492307518","https://openalex.org/W2919115771","https://openalex.org/W2953061907","https://openalex.org/W3198350258","https://openalex.org/W4236765470","https://openalex.org/W6629718364","https://openalex.org/W6638824847","https://openalex.org/W6688645734","https://openalex.org/W6838098579","https://openalex.org/W7023726515"],"related_works":["https://openalex.org/W1585007175","https://openalex.org/W2382521049","https://openalex.org/W2144385241","https://openalex.org/W2165950148","https://openalex.org/W4253593777","https://openalex.org/W2951497643","https://openalex.org/W4300101996","https://openalex.org/W2142393343","https://openalex.org/W3101625811","https://openalex.org/W2338854850"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
