{"id":"https://openalex.org/W1990844260","doi":"https://doi.org/10.1108/02635570110365989","title":"A review of data mining techniques","display_name":"A review of data mining techniques","publication_year":2001,"publication_date":"2001-02-01","ids":{"openalex":"https://openalex.org/W1990844260","doi":"https://doi.org/10.1108/02635570110365989","mag":"1990844260"},"language":"en","primary_location":{"id":"doi:10.1108/02635570110365989","is_oa":false,"landing_page_url":"https://doi.org/10.1108/02635570110365989","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management & Data Systems","raw_type":"journal-article"},"type":"review","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/A5100620520","display_name":"Sang Jun Lee","orcid":"https://orcid.org/0000-0001-9498-0254"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sang Jun Lee","raw_affiliation_strings":["University of Nebraska\u2010Lincoln, Lincoln, Nebraska, USA"],"affiliations":[{"raw_affiliation_string":"University of Nebraska\u2010Lincoln, Lincoln, Nebraska, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013335372","display_name":"Keng Siau","orcid":"https://orcid.org/0000-0001-8139-4467"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keng Siau","raw_affiliation_strings":["University of Nebraska\u2010Lincoln, Lincoln, Nebraska, USA","#N##TAB##TAB##TAB##TAB# University of Nebraska-Lincoln#N##TAB##TAB##TAB#"],"affiliations":[{"raw_affiliation_string":"University of Nebraska\u2010Lincoln, Lincoln, Nebraska, USA","institution_ids":["https://openalex.org/I114395901"]},{"raw_affiliation_string":"#N##TAB##TAB##TAB##TAB# University of Nebraska-Lincoln#N##TAB##TAB##TAB#","institution_ids":["https://openalex.org/I114395901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100620520"],"corresponding_institution_ids":["https://openalex.org/I114395901"],"apc_list":null,"apc_paid":null,"fwci":14.1703,"has_fulltext":false,"cited_by_count":229,"citation_normalized_percentile":{"value":0.98406784,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"101","issue":"1","first_page":"41","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9965000152587891,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/terabyte","display_name":"Terabyte","score":0.7457599639892578},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6676070690155029},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5876810550689697},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5733072757720947},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5074965357780457},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5017843246459961},{"id":"https://openalex.org/keywords/stochastic-game","display_name":"Stochastic game","score":0.4563297927379608}],"concepts":[{"id":"https://openalex.org/C199683683","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Terabyte","level":2,"score":0.7457599639892578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6676070690155029},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5876810550689697},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5733072757720947},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5074965357780457},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5017843246459961},{"id":"https://openalex.org/C22171661","wikidata":"https://www.wikidata.org/wiki/Q1074380","display_name":"Stochastic game","level":2,"score":0.4563297927379608},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1108/02635570110365989","is_oa":false,"landing_page_url":"https://doi.org/10.1108/02635570110365989","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management & Data Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.22.1613","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.22.1613","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://vega.unitbv.ro/~andonie/Review_of_Data_mining_Techniques.pdf","raw_type":"text"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-10490","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/9490","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1108/02635570110365989","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1484413656","https://openalex.org/W1513282898","https://openalex.org/W1516899372","https://openalex.org/W1520890006","https://openalex.org/W1523293200","https://openalex.org/W1597161471","https://openalex.org/W1981646565","https://openalex.org/W1992419399","https://openalex.org/W2005374071","https://openalex.org/W2022637272","https://openalex.org/W2052309873","https://openalex.org/W2075357005","https://openalex.org/W2149706766","https://openalex.org/W2153028052","https://openalex.org/W2155843307","https://openalex.org/W2156644018","https://openalex.org/W2163598528","https://openalex.org/W2166559705","https://openalex.org/W2270864342","https://openalex.org/W2327525319","https://openalex.org/W2394342599","https://openalex.org/W2610881169","https://openalex.org/W6630637095","https://openalex.org/W6631217308"],"related_works":["https://openalex.org/W2134017072","https://openalex.org/W2915208987","https://openalex.org/W1940452713","https://openalex.org/W2152256925","https://openalex.org/W2005567565","https://openalex.org/W2806040249","https://openalex.org/W2377198601","https://openalex.org/W2381980924","https://openalex.org/W2353774927","https://openalex.org/W2081026125"],"abstract_inverted_index":{"Terabytes":[0],"of":[1,17,32,42,60],"data":[2,19,33],"are":[3,23,26],"generated":[4],"everyday":[5],"in":[6,35],"many":[7],"organizations.":[8,52],"To":[9],"extract":[10],"hidden":[11],"predictive":[12],"information":[13],"from":[14],"large":[15],"volumes":[16],"data,":[18],"mining":[20,34],"(DM)":[21],"techniques":[22,44,66],"needed.":[24],"Organizations":[25],"starting":[27],"to":[28],"realize":[29],"the":[30,51,56],"importance":[31],"their":[36],"strategic":[37],"planning":[38],"and":[39,58,62,77],"successful":[40],"application":[41],"DM":[43,65],"can":[45],"be":[46],"an":[47],"enormous":[48],"payoff":[49],"for":[50],"This":[53],"paper":[54],"discusses":[55],"requirements":[57],"challenges":[59],"DM,":[61],"describes":[63],"major":[64],"such":[67],"as":[68],"statistics,":[69],"artificial":[70],"intelligence,":[71],"decision":[72],"tree":[73],"approach,":[74],"genetic":[75],"algorithm,":[76],"visualization.":[78]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":14},{"year":2013,"cited_by_count":12},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}