{"id":"https://openalex.org/W3097524402","doi":"https://doi.org/10.1007/978-3-030-61656-4_10","title":"Comparison Analysis of Clustering Quality Criteria Using Inductive Methods of Objective Clustering","display_name":"Comparison Analysis of Clustering Quality Criteria Using Inductive Methods of Objective Clustering","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3097524402","doi":"https://doi.org/10.1007/978-3-030-61656-4_10","mag":"3097524402"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-61656-4_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61656-4_10","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/A5076340310","display_name":"Sergii Babichev","orcid":"https://orcid.org/0000-0001-6797-1467"},"institutions":[{"id":"https://openalex.org/I3122934890","display_name":"Jan Evangelista Purkyn\u011b University in \u00dast\u00ed nad Labem","ror":"https://ror.org/04vjwcp92","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3122934890"]},{"id":"https://openalex.org/I882086214","display_name":"Kherson State University","ror":"https://ror.org/04cbe1f31","country_code":"UA","type":"education","lineage":["https://openalex.org/I882086214"]}],"countries":["CZ","UA"],"is_corresponding":false,"raw_author_name":"Sergii Babichev","raw_affiliation_strings":["Department of Informatics, Univerzita Jana Evangelisty Purkyn\u011b v \u00dast\u00ed nad Labem, \u00dast\u00ed nad Labem, Czech Republic","Jan Evangelista Purkyn\u011b University in \u00dast\u00ed nad Labem, \u00dast\u00ed nad Labem, Czech Republic","Kherson State University, Kherson, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-6797-1467","affiliations":[{"raw_affiliation_string":"Department of Informatics, Univerzita Jana Evangelisty Purkyn\u011b v \u00dast\u00ed nad Labem, \u00dast\u00ed nad Labem, Czech Republic","institution_ids":["https://openalex.org/I3122934890"]},{"raw_affiliation_string":"Jan Evangelista Purkyn\u011b University in \u00dast\u00ed nad Labem, \u00dast\u00ed nad Labem, Czech Republic","institution_ids":["https://openalex.org/I3122934890"]},{"raw_affiliation_string":"Kherson State University, Kherson, Ukraine","institution_ids":["https://openalex.org/I882086214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075242149","display_name":"Aleksander Spivakovskiy","orcid":null},"institutions":[{"id":"https://openalex.org/I882086214","display_name":"Kherson State University","ror":"https://ror.org/04cbe1f31","country_code":"UA","type":"education","lineage":["https://openalex.org/I882086214"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Aleksander Spivakovskiy","raw_affiliation_strings":["Kherson State University, Kherson, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-7574-4133","affiliations":[{"raw_affiliation_string":"Kherson State University, Kherson, Ukraine","institution_ids":["https://openalex.org/I882086214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071395105","display_name":"Ji\u0159\u0131\u0301 \u0160kvor","orcid":"https://orcid.org/0000-0001-5724-0759"},"institutions":[{"id":"https://openalex.org/I3122934890","display_name":"Jan Evangelista Purkyn\u011b University in \u00dast\u00ed nad Labem","ror":"https://ror.org/04vjwcp92","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3122934890"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ji\u0159\u00ed \u0160kvor","raw_affiliation_strings":["Jan Evangelista Purkyn\u011b University in \u00dast\u00ed nad Labem, \u00dast\u00ed nad Labem, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0001-5724-0759","affiliations":[{"raw_affiliation_string":"Jan Evangelista Purkyn\u011b University in \u00dast\u00ed nad Labem, \u00dast\u00ed nad Labem, Czech Republic","institution_ids":["https://openalex.org/I3122934890"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.304043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"150","last_page":"166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12734","display_name":"Information Systems and Technology Applications","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T12734","display_name":"Information Systems and Technology Applications","score":0.9995999932289124,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9553999900817871,"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/T14069","display_name":"Scientific Research Methodologies and Applications","score":0.9277999997138977,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.9181398153305054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6663025617599487},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.6159229278564453},{"id":"https://openalex.org/keywords/dbscan","display_name":"DBSCAN","score":0.6147053241729736},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6023218035697937},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.5767005085945129},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.448009729385376},{"id":"https://openalex.org/keywords/single-linkage-clustering","display_name":"Single-linkage clustering","score":0.4476286470890045},{"id":"https://openalex.org/keywords/k-medians-clustering","display_name":"k-medians clustering","score":0.4382331669330597},{"id":"https://openalex.org/keywords/determining-the-number-of-clusters-in-a-data-set","display_name":"Determining the number of clusters in a data set","score":0.42768171429634094},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.42025962471961975},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32071930170059204},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25554555654525757},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06422469019889832}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.9181398153305054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6663025617599487},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.6159229278564453},{"id":"https://openalex.org/C46576248","wikidata":"https://www.wikidata.org/wiki/Q1114630","display_name":"DBSCAN","level":5,"score":0.6147053241729736},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6023218035697937},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.5767005085945129},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.448009729385376},{"id":"https://openalex.org/C22648726","wikidata":"https://www.wikidata.org/wiki/Q7523744","display_name":"Single-linkage clustering","level":5,"score":0.4476286470890045},{"id":"https://openalex.org/C115328559","wikidata":"https://www.wikidata.org/wiki/Q4041956","display_name":"k-medians clustering","level":5,"score":0.4382331669330597},{"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":0.42768171429634094},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.42025962471961975},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32071930170059204},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25554555654525757},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06422469019889832},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-61656-4_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61656-4_10","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1548056638","https://openalex.org/W1553939018","https://openalex.org/W1673310716","https://openalex.org/W1969761972","https://openalex.org/W2085487226","https://openalex.org/W2589515621","https://openalex.org/W2607653421","https://openalex.org/W2626143650","https://openalex.org/W2768001951","https://openalex.org/W2768566638","https://openalex.org/W2769973195","https://openalex.org/W2884586244","https://openalex.org/W2937146924","https://openalex.org/W2963361577","https://openalex.org/W2968469564","https://openalex.org/W2972530906","https://openalex.org/W3001402564","https://openalex.org/W3013289760","https://openalex.org/W3039786824","https://openalex.org/W3040221488","https://openalex.org/W3041342006","https://openalex.org/W3041831136","https://openalex.org/W3042729432","https://openalex.org/W3043706633","https://openalex.org/W3102714941","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3092684173","https://openalex.org/W2386689530","https://openalex.org/W2188840951","https://openalex.org/W2367377022","https://openalex.org/W2216440784","https://openalex.org/W2183813428","https://openalex.org/W3209217468","https://openalex.org/W2393816671","https://openalex.org/W2896827084","https://openalex.org/W2182037563"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
