{"id":"https://openalex.org/W2132091485","doi":"https://doi.org/10.1007/978-3-642-14834-7_40","title":"Impact of K-Means on the Performance of Classifiers for Labeled Data","display_name":"Impact of K-Means on the Performance of Classifiers for Labeled Data","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2132091485","doi":"https://doi.org/10.1007/978-3-642-14834-7_40","mag":"2132091485"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-14834-7_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-14834-7_40","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","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/A5114187445","display_name":"Bankat M. Patil","orcid":null},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Bankat M. Patil","raw_affiliation_strings":["Department of Electronics and Computer Engineering, Indian Institute of Technology, Roorkee, Uttarakhand, India, 247667"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Computer Engineering, Indian Institute of Technology, Roorkee, Uttarakhand, India, 247667","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100859599","display_name":"Ramesh C. Joshi","orcid":null},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ramesh C. Joshi","raw_affiliation_strings":["Department of Electronics and Computer Engineering, Indian Institute of Technology, Roorkee, Uttarakhand, India, 247667"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Computer Engineering, Indian Institute of Technology, Roorkee, Uttarakhand, India, 247667","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082753354","display_name":"Durga Toshniwal","orcid":null},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Durga Toshniwal","raw_affiliation_strings":["Department of Electronics and Computer Engineering, Indian Institute of Technology, Roorkee, Uttarakhand, India, 247667"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Computer Engineering, Indian Institute of Technology, Roorkee, Uttarakhand, India, 247667","institution_ids":["https://openalex.org/I154851008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5114187445"],"corresponding_institution_ids":["https://openalex.org/I154851008"],"apc_list":null,"apc_paid":null,"fwci":0.65,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.79133226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"423","last_page":"434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9860000014305115,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9835000038146973,"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/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.7872743606567383},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7333968281745911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.719994068145752},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7121952176094055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.682028591632843},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6186418533325195},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5809778571128845},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5422062277793884},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5180063843727112},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.4348205626010895},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4346267580986023}],"concepts":[{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.7872743606567383},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7333968281745911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.719994068145752},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7121952176094055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.682028591632843},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6186418533325195},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5809778571128845},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5422062277793884},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5180063843727112},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4348205626010895},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4346267580986023}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-14834-7_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-14834-7_40","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W259338706","https://openalex.org/W1512098439","https://openalex.org/W1570448133","https://openalex.org/W1700821812","https://openalex.org/W1906182963","https://openalex.org/W1912123407","https://openalex.org/W1978304080","https://openalex.org/W1982934478","https://openalex.org/W1983024255","https://openalex.org/W2011937074","https://openalex.org/W2016979930","https://openalex.org/W2024731684","https://openalex.org/W2026841079","https://openalex.org/W2030010473","https://openalex.org/W2053461345","https://openalex.org/W2056137745","https://openalex.org/W2084812512","https://openalex.org/W2091058823","https://openalex.org/W2104837959","https://openalex.org/W2140190241","https://openalex.org/W2142334564","https://openalex.org/W2143990431","https://openalex.org/W2151040995","https://openalex.org/W2484845775","https://openalex.org/W2966207845","https://openalex.org/W6600474023","https://openalex.org/W6738847827"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W138569904","https://openalex.org/W3092506759","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W2390914021","https://openalex.org/W2389417819","https://openalex.org/W3195278891"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
