{"id":"https://openalex.org/W1585267848","doi":"https://doi.org/10.1007/978-0-387-09823-4_2","title":"Data Cleansing: A Prelude to Knowledge Discovery","display_name":"Data Cleansing: A Prelude to Knowledge Discovery","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1585267848","doi":"https://doi.org/10.1007/978-0-387-09823-4_2","mag":"1585267848"},"language":"en","primary_location":{"id":"doi:10.1007/978-0-387-09823-4_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-0-387-09823-4_2","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery Handbook","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/A5021222755","display_name":"Jonathan I. Maletic","orcid":"https://orcid.org/0000-0001-5289-135X"},"institutions":[{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jonathan I. Maletic","raw_affiliation_strings":["Kent State University, Kent, Ohio, 44242-0001, USA"],"affiliations":[{"raw_affiliation_string":"Kent State University, Kent, Ohio, 44242-0001, USA","institution_ids":["https://openalex.org/I149910238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070230554","display_name":"Andrian Marcus","orcid":"https://orcid.org/0000-0001-5450-5598"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrian Marcus","raw_affiliation_strings":["Wayne State University, Detroit, Michigan, 48202, USA"],"affiliations":[{"raw_affiliation_string":"Wayne State University, Detroit, Michigan, 48202, USA","institution_ids":["https://openalex.org/I185443292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021222755"],"corresponding_institution_ids":["https://openalex.org/I149910238"],"apc_list":null,"apc_paid":null,"fwci":4.3879,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.94479495,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9921000003814697,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9911999702453613,"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/data-cleansing","display_name":"Data cleansing","score":0.9774118661880493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7199971675872803},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.631889820098877},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6047714352607727},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5588080883026123},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5538191795349121},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5273224711418152},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49730780720710754},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.45203933119773865},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32862937450408936},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.2506583333015442},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20959985256195068},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08631503582000732}],"concepts":[{"id":"https://openalex.org/C42199009","wikidata":"https://www.wikidata.org/wiki/Q1172378","display_name":"Data cleansing","level":4,"score":0.9774118661880493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7199971675872803},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.631889820098877},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6047714352607727},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5588080883026123},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5538191795349121},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5273224711418152},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49730780720710754},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.45203933119773865},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32862937450408936},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.2506583333015442},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20959985256195068},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08631503582000732},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-0-387-09823-4_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-0-387-09823-4_2","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery Handbook","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":53,"referenced_works":["https://openalex.org/W46831063","https://openalex.org/W127339976","https://openalex.org/W193233024","https://openalex.org/W1493454437","https://openalex.org/W1495060004","https://openalex.org/W1502624642","https://openalex.org/W1523293200","https://openalex.org/W1524002271","https://openalex.org/W1538285186","https://openalex.org/W1552339598","https://openalex.org/W1554412204","https://openalex.org/W1567491469","https://openalex.org/W1572982068","https://openalex.org/W1591052160","https://openalex.org/W1612155886","https://openalex.org/W1796875097","https://openalex.org/W1876967670","https://openalex.org/W1966188439","https://openalex.org/W1970655212","https://openalex.org/W1974405519","https://openalex.org/W1976384389","https://openalex.org/W1976541661","https://openalex.org/W2000473687","https://openalex.org/W2002830978","https://openalex.org/W2015320147","https://openalex.org/W2046977065","https://openalex.org/W2048514159","https://openalex.org/W2050071106","https://openalex.org/W2061122559","https://openalex.org/W2061240327","https://openalex.org/W2063408112","https://openalex.org/W2067249684","https://openalex.org/W2068376489","https://openalex.org/W2070983531","https://openalex.org/W2073254505","https://openalex.org/W2079234336","https://openalex.org/W2081050881","https://openalex.org/W2105423800","https://openalex.org/W2106895292","https://openalex.org/W2112440119","https://openalex.org/W2129281431","https://openalex.org/W2141807666","https://openalex.org/W2151580670","https://openalex.org/W2166559705","https://openalex.org/W2312844687","https://openalex.org/W2331052961","https://openalex.org/W2338532967","https://openalex.org/W2999729612","https://openalex.org/W4250042253","https://openalex.org/W4253461361","https://openalex.org/W4254420769","https://openalex.org/W4256160948","https://openalex.org/W4296580867"],"related_works":["https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729","https://openalex.org/W71955863","https://openalex.org/W2359185137","https://openalex.org/W2610918223","https://openalex.org/W2085200861","https://openalex.org/W2567300168"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}