{"id":"https://openalex.org/W2900042915","doi":"https://doi.org/10.1007/978-3-030-01054-6_71","title":"Enhancement of the K-Means Algorithm for Mixed Data in Big Data Platforms","display_name":"Enhancement of the K-Means Algorithm for Mixed Data in Big Data Platforms","publication_year":2018,"publication_date":"2018-11-08","ids":{"openalex":"https://openalex.org/W2900042915","doi":"https://doi.org/10.1007/978-3-030-01054-6_71","mag":"2900042915"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-01054-6_71","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-01054-6_71","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.cbs.dk/en/publications/69b58985-64bd-4de9-ab0c-a1ea96eb3935","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012721485","display_name":"Oded Koren","orcid":"https://orcid.org/0000-0002-7573-2455"},"institutions":[{"id":"https://openalex.org/I166937679","display_name":"Shenkar College of Engineering and Design","ror":"https://ror.org/003s3dn82","country_code":"IL","type":"education","lineage":["https://openalex.org/I166937679"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Oded Koren","raw_affiliation_strings":["School of Industrial Engineering and Management, Shenkar \u2013 Engineering, Design, Art, Ramat Gan, Israel"],"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering and Management, Shenkar \u2013 Engineering, Design, Art, Ramat Gan, Israel","institution_ids":["https://openalex.org/I166937679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045195250","display_name":"Carina Antonia Hallin","orcid":"https://orcid.org/0000-0002-7656-043X"},"institutions":[{"id":"https://openalex.org/I180519160","display_name":"Copenhagen Business School","ror":"https://ror.org/04sppb023","country_code":"DK","type":"education","lineage":["https://openalex.org/I180519160"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Carina Antonia Hallin","raw_affiliation_strings":["Department of International Economics, Government and Business, Copenhagen Business School, Frederiksberg, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of International Economics, Government and Business, Copenhagen Business School, Frederiksberg, Denmark","institution_ids":["https://openalex.org/I180519160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031454253","display_name":"Nir Perel","orcid":"https://orcid.org/0000-0001-6218-9839"},"institutions":[{"id":"https://openalex.org/I166937679","display_name":"Shenkar College of Engineering and Design","ror":"https://ror.org/003s3dn82","country_code":"IL","type":"education","lineage":["https://openalex.org/I166937679"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Nir Perel","raw_affiliation_strings":["School of Industrial Engineering and Management, Shenkar \u2013 Engineering, Design, Art, Ramat Gan, Israel"],"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering and Management, Shenkar \u2013 Engineering, Design, Art, Ramat Gan, Israel","institution_ids":["https://openalex.org/I166937679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055678031","display_name":"Dror Bendet","orcid":null},"institutions":[{"id":"https://openalex.org/I166937679","display_name":"Shenkar College of Engineering and Design","ror":"https://ror.org/003s3dn82","country_code":"IL","type":"education","lineage":["https://openalex.org/I166937679"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Dror Bendet","raw_affiliation_strings":["School of Industrial Engineering and Management, Shenkar \u2013 Engineering, Design, Art, Ramat Gan, Israel"],"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering and Management, Shenkar \u2013 Engineering, Design, Art, Ramat Gan, Israel","institution_ids":["https://openalex.org/I166937679"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012721485"],"corresponding_institution_ids":["https://openalex.org/I166937679"],"apc_list":null,"apc_paid":null,"fwci":1.4203,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83523326,"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":"1025","last_page":"1040"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9988999962806702,"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":0.9988999962806702,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9944999814033508,"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/big-data","display_name":"Big data","score":0.9018979072570801},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.8145221471786499},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7157461643218994},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.570992112159729},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5237633585929871},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5134168863296509},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.44279980659484863},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40208324790000916},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1711220145225525},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15166646242141724}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9018979072570801},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.8145221471786499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7157461643218994},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.570992112159729},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5237633585929871},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5134168863296509},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.44279980659484863},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40208324790000916},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1711220145225525},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15166646242141724},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-01054-6_71","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-01054-6_71","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:research-api.cbs.dk:openaire/69b58985-64bd-4de9-ab0c-a1ea96eb3935","is_oa":true,"landing_page_url":"https://research.cbs.dk/en/publications/69b58985-64bd-4de9-ab0c-a1ea96eb3935","pdf_url":null,"source":{"id":"https://openalex.org/S4306401458","display_name":"CBS Research Portal (Copenhagen Business School)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I180519160","host_organization_name":"Copenhagen Business School","host_organization_lineage":["https://openalex.org/I180519160"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Koren, O, Hallin, C A, Perel, N & Bendet, D 2019, Enhancement of the K-means Algorithm for Mixed Data in Big Data Platforms. in K Arai, S Kapoor & R Bhatia (eds), Intelligent Systems and Applications : Proceedings of the 2018 Intelligent Systems Conference (IntelliSys). Volume 1. Springer, Cham, Advances in Intelligent Systems and Computing, no. 868, pp. 1025-1040, 6th Intelligent Systems Conference. IntelliSys, London, United Kingdom, 06/09/2018. https://doi.org/10.1007/978-3-030-01054-6_71","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/69b58985-64bd-4de9-ab0c-a1ea96eb3935","is_oa":false,"landing_page_url":"http://hdl.handle.net/10398/69b58985-64bd-4de9-ab0c-a1ea96eb3935","pdf_url":null,"source":{"id":"https://openalex.org/S4306401458","display_name":"CBS Research Portal (Copenhagen Business School)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I180519160","host_organization_name":"Copenhagen Business School","host_organization_lineage":["https://openalex.org/I180519160"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:research-api.cbs.dk:openaire/69b58985-64bd-4de9-ab0c-a1ea96eb3935","is_oa":true,"landing_page_url":"https://research.cbs.dk/en/publications/69b58985-64bd-4de9-ab0c-a1ea96eb3935","pdf_url":null,"source":{"id":"https://openalex.org/S4306401458","display_name":"CBS Research Portal (Copenhagen Business School)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I180519160","host_organization_name":"Copenhagen Business School","host_organization_lineage":["https://openalex.org/I180519160"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Koren, O, Hallin, C A, Perel, N & Bendet, D 2019, Enhancement of the K-means Algorithm for Mixed Data in Big Data Platforms. in K Arai, S Kapoor & R Bhatia (eds), Intelligent Systems and Applications : Proceedings of the 2018 Intelligent Systems Conference (IntelliSys). Volume 1. Springer, Cham, Advances in Intelligent Systems and Computing, no. 868, pp. 1025-1040, 6th Intelligent Systems Conference. IntelliSys, London, United Kingdom, 06/09/2018. https://doi.org/10.1007/978-3-030-01054-6_71","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1494137514","https://openalex.org/W1501500081","https://openalex.org/W1598064945","https://openalex.org/W1990643970","https://openalex.org/W2028544857","https://openalex.org/W2045125148","https://openalex.org/W2066335404","https://openalex.org/W2077874370","https://openalex.org/W2107117509","https://openalex.org/W2119565742","https://openalex.org/W2126623642","https://openalex.org/W2127218421","https://openalex.org/W2149230623","https://openalex.org/W2149512237","https://openalex.org/W2153233077","https://openalex.org/W2160327429","https://openalex.org/W2173213060","https://openalex.org/W2176433868","https://openalex.org/W2182193456","https://openalex.org/W2284916459","https://openalex.org/W2409683338","https://openalex.org/W2485395889","https://openalex.org/W2562635406","https://openalex.org/W2573153646","https://openalex.org/W2573247289","https://openalex.org/W2750524940","https://openalex.org/W2995564009","https://openalex.org/W3125506817"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4405901645","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W4386799044","https://openalex.org/W2497432351","https://openalex.org/W2773208253","https://openalex.org/W3162770385"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
