{"id":"https://openalex.org/W2791678452","doi":"https://doi.org/10.1016/b978-0-12-809633-8.20462-7","title":"Data Mining: Prediction Methods","display_name":"Data Mining: Prediction Methods","publication_year":2018,"publication_date":"2018-02-15","ids":{"openalex":"https://openalex.org/W2791678452","doi":"https://doi.org/10.1016/b978-0-12-809633-8.20462-7","mag":"2791678452"},"language":"en","primary_location":{"id":"doi:10.1016/b978-0-12-809633-8.20462-7","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-809633-8.20462-7","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia of Bioinformatics and Computational Biology","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/A5015541058","display_name":"Alfonso Urso","orcid":"https://orcid.org/0000-0003-3018-1458"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Alfonso Urso","raw_affiliation_strings":["Via Ugo La Malfa, Palermo, Italy"],"affiliations":[{"raw_affiliation_string":"Via Ugo La Malfa, Palermo, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027676813","display_name":"Antonino Fiannaca","orcid":"https://orcid.org/0000-0002-0114-4984"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonino Fiannaca","raw_affiliation_strings":["Via Ugo La Malfa, Palermo, Italy"],"affiliations":[{"raw_affiliation_string":"Via Ugo La Malfa, Palermo, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052997301","display_name":"Massimo La Rosa","orcid":"https://orcid.org/0000-0001-6718-7269"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Massimo La Rosa","raw_affiliation_strings":["Via Ugo La Malfa, Palermo, Italy"],"affiliations":[{"raw_affiliation_string":"Via Ugo La Malfa, Palermo, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044145744","display_name":"Valentina Rav\u00ec","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valentina Rav\u00ec","raw_affiliation_strings":["Via Ugo La Malfa, Palermo, Italy"],"affiliations":[{"raw_affiliation_string":"Via Ugo La Malfa, Palermo, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011731694","display_name":"Riccardo Rizzo","orcid":"https://orcid.org/0000-0001-5007-6925"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Rizzo","raw_affiliation_strings":["ICAR-CNR, Rende, Italy"],"affiliations":[{"raw_affiliation_string":"ICAR-CNR, Rende, Italy","institution_ids":["https://openalex.org/I3005160176"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015541058"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.175,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.90008901,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"413","last_page":"430"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9993000030517578,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9993000030517578,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9919000267982483,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9879000186920166,"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/logistic-regression","display_name":"Logistic regression","score":0.6690804362297058},{"id":"https://openalex.org/keywords/poisson-regression","display_name":"Poisson regression","score":0.6043213605880737},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.570570170879364},{"id":"https://openalex.org/keywords/generalized-linear-model","display_name":"Generalized linear model","score":0.5697053670883179},{"id":"https://openalex.org/keywords/poisson-distribution","display_name":"Poisson distribution","score":0.5298979878425598},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.52711421251297},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4679737389087677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4553546905517578},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4417405128479004},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2853025197982788},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2805026173591614},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.03984317183494568}],"concepts":[{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6690804362297058},{"id":"https://openalex.org/C73269764","wikidata":"https://www.wikidata.org/wiki/Q954529","display_name":"Poisson regression","level":3,"score":0.6043213605880737},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.570570170879364},{"id":"https://openalex.org/C41587187","wikidata":"https://www.wikidata.org/wiki/Q1501882","display_name":"Generalized linear model","level":2,"score":0.5697053670883179},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.5298979878425598},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.52711421251297},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4679737389087677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4553546905517578},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4417405128479004},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2853025197982788},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2805026173591614},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.03984317183494568},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/b978-0-12-809633-8.20462-7","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-809633-8.20462-7","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia of Bioinformatics and Computational Biology","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":69,"referenced_works":["https://openalex.org/W201677437","https://openalex.org/W328766226","https://openalex.org/W1480376833","https://openalex.org/W1487906362","https://openalex.org/W1493790738","https://openalex.org/W1497256448","https://openalex.org/W1500151553","https://openalex.org/W1514205146","https://openalex.org/W1514875444","https://openalex.org/W1525136198","https://openalex.org/W1528915954","https://openalex.org/W1539694548","https://openalex.org/W1553010236","https://openalex.org/W1562135275","https://openalex.org/W1563716826","https://openalex.org/W1585339076","https://openalex.org/W1601795611","https://openalex.org/W1634005169","https://openalex.org/W1663973292","https://openalex.org/W1824657313","https://openalex.org/W1900820545","https://openalex.org/W1987869189","https://openalex.org/W1994410331","https://openalex.org/W1997222899","https://openalex.org/W2002374079","https://openalex.org/W2004131797","https://openalex.org/W2005314985","https://openalex.org/W2009407457","https://openalex.org/W2011696963","https://openalex.org/W2019298113","https://openalex.org/W2022591466","https://openalex.org/W2047094503","https://openalex.org/W2067098334","https://openalex.org/W2067498052","https://openalex.org/W2067572982","https://openalex.org/W2082380477","https://openalex.org/W2086320398","https://openalex.org/W2097571405","https://openalex.org/W2102201073","https://openalex.org/W2111542911","https://openalex.org/W2120505807","https://openalex.org/W2122111042","https://openalex.org/W2122189635","https://openalex.org/W2126385963","https://openalex.org/W2129861716","https://openalex.org/W2136132422","https://openalex.org/W2138041326","https://openalex.org/W2140190241","https://openalex.org/W2142183404","https://openalex.org/W2145343266","https://openalex.org/W2171553064","https://openalex.org/W2329094530","https://openalex.org/W2586610908","https://openalex.org/W2796024263","https://openalex.org/W2799061466","https://openalex.org/W2801490189","https://openalex.org/W2903950532","https://openalex.org/W3023540311","https://openalex.org/W3037058914","https://openalex.org/W3041834803","https://openalex.org/W3105578466","https://openalex.org/W4234825746","https://openalex.org/W4298304654","https://openalex.org/W4384209708","https://openalex.org/W6603886096","https://openalex.org/W6636707635","https://openalex.org/W6638189519","https://openalex.org/W6638373262","https://openalex.org/W6679137102"],"related_works":["https://openalex.org/W2503331259","https://openalex.org/W1590941618","https://openalex.org/W3096804274","https://openalex.org/W2509788866","https://openalex.org/W3134844154","https://openalex.org/W3200250056","https://openalex.org/W2385896179","https://openalex.org/W2150462512","https://openalex.org/W2885596111","https://openalex.org/W2270206682"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}