{"id":"https://openalex.org/W2045199338","doi":"https://doi.org/10.1007/978-1-4471-2386-6_47","title":"Automatic K-Means Clustering Algorithm for Outlier Detection","display_name":"Automatic K-Means Clustering Algorithm for Outlier Detection","publication_year":2011,"publication_date":"2011-11-12","ids":{"openalex":"https://openalex.org/W2045199338","doi":"https://doi.org/10.1007/978-1-4471-2386-6_47","mag":"2045199338"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4471-2386-6_47","doi":"https://doi.org/10.1007/978-1-4471-2386-6_47","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-2386-6_47","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W2488630904","display_name":"Information Engineering and Applications"},"type":"book-chapter","is_traditional":true,"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/A5017048122","display_name":"Dajiang Lei","orcid":"https://orcid.org/0000-0002-7482-6417","observed_orcids":["https://orcid.org/0000-0002-7482-6417"]},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dajiang Lei","raw_affiliation_strings":["College of Computer, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","College of Computer, Chongqing University, Chongqing, 400030, China","ChongQing University","Chongqing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"College of Computer, Chongqing University, Chongqing, 400030, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"ChongQing University","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079693039","display_name":"Qingsheng Zhu","orcid":"https://orcid.org/0000-0002-7737-9966","observed_orcids":["https://orcid.org/0000-0002-7737-9966"]},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingsheng Zhu","raw_affiliation_strings":["College of Computer, Chongqing University, Chongqing, 400030, China","Chongqing University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, Chongqing University, Chongqing, 400030, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Chongqing University","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100650047","display_name":"Jun Chen","orcid":"https://orcid.org/0000-0001-8401-954X","observed_orcids":["https://orcid.org/0000-0001-8401-954X"]},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]},{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Chen","raw_affiliation_strings":["College of Computer, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","College of Computer, Chongqing University, Chongqing, 400030, China","ChongQing University","Chongqing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"College of Computer, Chongqing University, Chongqing, 400030, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"ChongQing University","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hai Lin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Lin","raw_affiliation_strings":["College of Computer, Chongqing University, Chongqing, 400030, China","Chongqing University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, Chongqing University, Chongqing, 400030, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Chongqing University","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101863403","display_name":"Peng Yang","orcid":"https://orcid.org/0009-0005-3449-5843","observed_orcids":["https://orcid.org/0009-0005-3449-5843"]},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Yang","raw_affiliation_strings":["College of Computer, Chongqing University, Chongqing, 400030, China","Chongqing University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer, Chongqing University, Chongqing, 400030, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Chongqing University","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079693039"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":1.9382,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.85382596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"363","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.8345000147819519,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.8345000147819519,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.147599995136261,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.003100000089034438,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/outlier-detection","display_name":"outlier detection","score":0.9649999737739563},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.968999981880188},{"id":"https://openalex.org/keywords/automatic-number-of-clusters","display_name":"automatic cluster number selection","score":0.7889999747276306},{"id":"https://openalex.org/keywords/outlier-score","display_name":"outlier score","score":0.6579999923706055},{"id":"https://openalex.org/keywords/clustering-based-anomaly-detection","display_name":"clustering-based anomaly detection","score":0.45399999618530273}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8361393213272095},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7169768214225769},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.6905661821365356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6445645093917847},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6266321539878845},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5926352739334106},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.5341320037841797},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.5142788290977478},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5131941437721252},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4943220615386963},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4889930486679077},{"id":"https://openalex.org/C22648726","wikidata":"https://www.wikidata.org/wiki/Q7523744","display_name":"Single-linkage clustering","level":5,"score":0.4643939137458801},{"id":"https://openalex.org/C149872217","wikidata":"https://www.wikidata.org/wiki/Q5265701","display_name":"Determining the number of clusters in a data set","level":5,"score":0.45036953687667847},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4237414002418518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40054601430892944},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36001914739608765},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06175166368484497},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-1-4471-2386-6_47","doi":"https://doi.org/10.1007/978-1-4471-2386-6_47","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-2386-6_47","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W181546580","https://openalex.org/W1493454437","https://openalex.org/W1552339598","https://openalex.org/W1565377632","https://openalex.org/W1584412742","https://openalex.org/W1963624219","https://openalex.org/W1970655212","https://openalex.org/W1976526581","https://openalex.org/W1977556410","https://openalex.org/W1988666479","https://openalex.org/W2001245517","https://openalex.org/W2019014808","https://openalex.org/W2035006576","https://openalex.org/W2049058890","https://openalex.org/W2064029323","https://openalex.org/W2066226535","https://openalex.org/W2076704345","https://openalex.org/W2084617519","https://openalex.org/W2105642232","https://openalex.org/W2115969509","https://openalex.org/W2118882002","https://openalex.org/W2129281431","https://openalex.org/W2144182447","https://openalex.org/W2145761041","https://openalex.org/W2148295146","https://openalex.org/W2148610006","https://openalex.org/W2153736474","https://openalex.org/W2767905780","https://openalex.org/W2999729612","https://openalex.org/W3120740533","https://openalex.org/W4253461361","https://openalex.org/W4254182148","https://openalex.org/W6600075554"],"related_works":["https://openalex.org/W4409727145","https://openalex.org/W2901947522","https://openalex.org/W4206782772","https://openalex.org/W2592377938","https://openalex.org/W4392253345","https://openalex.org/W2155430615","https://openalex.org/W2347457087","https://openalex.org/W2904219363","https://openalex.org/W1967836480","https://openalex.org/W2140413822"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}
