{"id":"https://openalex.org/W2025773596","doi":"https://doi.org/10.1007/s13748-014-0045-6","title":"Undersampled $$K$$ K -means approach for handling imbalanced distributed data","display_name":"Undersampled $$K$$ K -means approach for handling imbalanced distributed data","publication_year":2014,"publication_date":"2014-04-07","ids":{"openalex":"https://openalex.org/W2025773596","doi":"https://doi.org/10.1007/s13748-014-0045-6","mag":"2025773596"},"language":"en","primary_location":{"id":"doi:10.1007/s13748-014-0045-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13748-014-0045-6","pdf_url":null,"source":{"id":"https://openalex.org/S2480581173","display_name":"Progress in Artificial Intelligence","issn_l":"2192-6352","issn":["2192-6352","2192-6360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Progress in Artificial Intelligence","raw_type":"journal-article"},"type":"article","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/A5044178132","display_name":"Santhosh Kumar C","orcid":"https://orcid.org/0000-0001-8366-3982"},"institutions":[{"id":"https://openalex.org/I10874241","display_name":"Jawaharlal Nehru Technological University, Hyderabad","ror":"https://ror.org/002tchr49","country_code":"IN","type":"education","lineage":["https://openalex.org/I10874241"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"N. Santhosh Kumar","raw_affiliation_strings":["Department of CSE, JNTU, Hyderabad, Andhra Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, JNTU, Hyderabad, Andhra Pradesh, India","institution_ids":["https://openalex.org/I10874241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109204631","display_name":"K. Nageswara Rao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. Nageswara Rao","raw_affiliation_strings":["PSCMR college of Engineering and Technology, Kothapet, Vijayawada, Andhra Pradesh, India"],"affiliations":[{"raw_affiliation_string":"PSCMR college of Engineering and Technology, Kothapet, Vijayawada, Andhra Pradesh, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013033746","display_name":"A. Govardhan","orcid":"https://orcid.org/0000-0001-9239-0138"},"institutions":[{"id":"https://openalex.org/I10874241","display_name":"Jawaharlal Nehru Technological University, Hyderabad","ror":"https://ror.org/002tchr49","country_code":"IN","type":"education","lineage":["https://openalex.org/I10874241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. Govardhan","raw_affiliation_strings":["CSE and SIT, JNTU, Hyderabad, Andhra Pradesh, India"],"affiliations":[{"raw_affiliation_string":"CSE and SIT, JNTU, Hyderabad, Andhra Pradesh, India","institution_ids":["https://openalex.org/I10874241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101644578","display_name":"K. S. Reddy","orcid":"https://orcid.org/0000-0001-5371-9869"},"institutions":[{"id":"https://openalex.org/I110675161","display_name":"Infosys (India)","ror":"https://ror.org/03bs18y54","country_code":"IN","type":"company","lineage":["https://openalex.org/I110675161"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Sudheer Reddy","raw_affiliation_strings":["Infosys, Hyderabad, Andhra Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Infosys, Hyderabad, Andhra Pradesh, India","institution_ids":["https://openalex.org/I110675161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103453767","display_name":"Ali Mirza Mahmood","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ali Mirza Mahmood","raw_affiliation_strings":["DMS SVH College of Engineering, Machilipatam, Andhra Pradesh, India"],"affiliations":[{"raw_affiliation_string":"DMS SVH College of Engineering, Machilipatam, Andhra Pradesh, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044178132"],"corresponding_institution_ids":["https://openalex.org/I10874241"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2780},"apc_paid":null,"fwci":2.5438,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.90936465,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"3","issue":"1","first_page":"29","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9991999864578247,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9991999864578247,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9957000017166138,"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/undersampling","display_name":"Undersampling","score":0.8959530591964722},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8331741690635681},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7157042622566223},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6086347103118896},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5494038462638855},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.49956369400024414},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4956396818161011},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4947642683982849},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45585426688194275},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3912782669067383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.306718647480011}],"concepts":[{"id":"https://openalex.org/C136536468","wikidata":"https://www.wikidata.org/wiki/Q1225894","display_name":"Undersampling","level":2,"score":0.8959530591964722},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8331741690635681},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7157042622566223},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6086347103118896},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5494038462638855},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.49956369400024414},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4956396818161011},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4947642683982849},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45585426688194275},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3912782669067383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.306718647480011},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13748-014-0045-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13748-014-0045-6","pdf_url":null,"source":{"id":"https://openalex.org/S2480581173","display_name":"Progress in Artificial Intelligence","issn_l":"2192-6352","issn":["2192-6352","2192-6360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Progress in Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1553080079","https://openalex.org/W1565746575","https://openalex.org/W1570448133","https://openalex.org/W1964741102","https://openalex.org/W1965895350","https://openalex.org/W1966950763","https://openalex.org/W1976331960","https://openalex.org/W1996828958","https://openalex.org/W2002830978","https://openalex.org/W2017100743","https://openalex.org/W2017416182","https://openalex.org/W2038536413","https://openalex.org/W2044834101","https://openalex.org/W2050151315","https://openalex.org/W2058604213","https://openalex.org/W2064029323","https://openalex.org/W2071608974","https://openalex.org/W2074864926","https://openalex.org/W2076570160","https://openalex.org/W2084812512","https://openalex.org/W2099454382","https://openalex.org/W2106479238","https://openalex.org/W2113540758","https://openalex.org/W2115104482","https://openalex.org/W2116013313","https://openalex.org/W2118978333","https://openalex.org/W2119498311","https://openalex.org/W2125055259","https://openalex.org/W2126996952","https://openalex.org/W2131687179","https://openalex.org/W2148143831","https://openalex.org/W2148943178","https://openalex.org/W2161160262","https://openalex.org/W2164330572","https://openalex.org/W2165466912","https://openalex.org/W2171052652","https://openalex.org/W2542125342","https://openalex.org/W2769245605","https://openalex.org/W2966207845","https://openalex.org/W3103913776","https://openalex.org/W4231298550","https://openalex.org/W4246396312","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2980634678","https://openalex.org/W2364425134","https://openalex.org/W2889830690","https://openalex.org/W2963331533","https://openalex.org/W2033914206","https://openalex.org/W2146076056","https://openalex.org/W2888523397","https://openalex.org/W2380798983","https://openalex.org/W2761244844","https://openalex.org/W2044215346"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
