{"id":"https://openalex.org/W2767235736","doi":"https://doi.org/10.1109/stc-csit.2017.8098832","title":"Implementation of the objective clustering inductive technology based on DBSCAN clustering algorithm","display_name":"Implementation of the objective clustering inductive technology based on DBSCAN clustering algorithm","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2767235736","doi":"https://doi.org/10.1109/stc-csit.2017.8098832","mag":"2767235736"},"language":"en","primary_location":{"id":"doi:10.1109/stc-csit.2017.8098832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/stc-csit.2017.8098832","pdf_url":null,"source":{"id":"https://openalex.org/S4306498091","display_name":"2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","raw_type":"proceedings-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/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"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"S. Babichev","raw_affiliation_strings":["Jan Evangelista Purkyne University in Usti nad Labem, Czech Republic, 8, Ceske mladeze Str., Usti nad Labem, Czech Republic, 40096"],"affiliations":[{"raw_affiliation_string":"Jan Evangelista Purkyne University in Usti nad Labem, Czech Republic, 8, Ceske mladeze Str., Usti nad Labem, Czech Republic, 40096","institution_ids":["https://openalex.org/I3122934890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033022212","display_name":"Volodymyr Lytvynenko","orcid":"https://orcid.org/0000-0002-1536-5542"},"institutions":[{"id":"https://openalex.org/I118493624","display_name":"Kherson National Technical University","ror":"https://ror.org/04trbj059","country_code":"UA","type":"education","lineage":["https://openalex.org/I118493624"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"V. Lytvynenko","raw_affiliation_strings":["Kherson National Technical University, Kherson, Ukraine"],"affiliations":[{"raw_affiliation_string":"Kherson National Technical University, Kherson, Ukraine","institution_ids":["https://openalex.org/I118493624"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101677767","display_name":"V. Osypenko","orcid":"https://orcid.org/0009-0006-3100-4655"},"institutions":[{"id":"https://openalex.org/I208086522","display_name":"National University of Life and Environmental Sciences of Ukraine","ror":"https://ror.org/0441cbj57","country_code":"UA","type":"education","lineage":["https://openalex.org/I208086522"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"V. Osypenko","raw_affiliation_strings":["National University of Life and Environmental Sciences of Ukraine, Ukraine"],"affiliations":[{"raw_affiliation_string":"National University of Life and Environmental Sciences of Ukraine, Ukraine","institution_ids":["https://openalex.org/I208086522"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076340310"],"corresponding_institution_ids":["https://openalex.org/I3122934890"],"apc_list":null,"apc_paid":null,"fwci":1.5576,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.89000543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"479","last_page":"484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9796000123023987,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9796000123023987,"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/dbscan","display_name":"DBSCAN","score":0.9278193116188049},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.9147260189056396},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.6857702732086182},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6574559211730957},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6560008525848389},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.6037378907203674},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.5709440112113953},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.5067334771156311},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.4825415015220642},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.4142623543739319},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2722180187702179}],"concepts":[{"id":"https://openalex.org/C46576248","wikidata":"https://www.wikidata.org/wiki/Q1114630","display_name":"DBSCAN","level":5,"score":0.9278193116188049},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.9147260189056396},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.6857702732086182},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6574559211730957},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6560008525848389},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.6037378907203674},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5709440112113953},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.5067334771156311},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.4825415015220642},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.4142623543739319},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2722180187702179}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/stc-csit.2017.8098832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/stc-csit.2017.8098832","pdf_url":null,"source":{"id":"https://openalex.org/S4306498091","display_name":"2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.47999998927116394,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1548056638","https://openalex.org/W1553939018","https://openalex.org/W1972969203","https://openalex.org/W1993837871","https://openalex.org/W2000771269","https://openalex.org/W2043276873","https://openalex.org/W2071033791","https://openalex.org/W2085487226","https://openalex.org/W2295256067","https://openalex.org/W2529414467","https://openalex.org/W2589515621","https://openalex.org/W2979114862","https://openalex.org/W4242401062","https://openalex.org/W6672191126","https://openalex.org/W6733653824"],"related_works":["https://openalex.org/W2394193399","https://openalex.org/W2054669762","https://openalex.org/W2809859387","https://openalex.org/W2387373525","https://openalex.org/W2014841791","https://openalex.org/W2355615404","https://openalex.org/W2353158678","https://openalex.org/W4301002638","https://openalex.org/W2998469710","https://openalex.org/W2371010743"],"abstract_inverted_index":{"The":[0,55,65,90],"paper":[1],"presents":[2],"the":[3,6,9,16,19,26,32,36,41,50,58,68,71,76,83,93,98,107,111,122,128],"results":[4],"of":[5,8,18,31,35,45,49,57,67,86,92,97,110,121],"research":[7],"clustering":[10,21,60,74,113,124],"algorithm":[11,99],"DBSCAN":[12],"practical":[13],"implementation":[14,66],"within":[15],"framework":[17],"objective":[20,59],"inductive":[22],"technology.":[23],"As":[24],"experimental,":[25],"data":[27,73],"Aggregation":[28],"and":[29,40],"Compound":[30],"Computing":[33],"school":[34],"East":[37],"Finland":[38],"University":[39],"gene":[42],"expression":[43],"sequences":[44],"lung":[46],"cancer":[47],"patients":[48],"database":[51],"ArrayExpres":[52],"were":[53],"used.":[54],"architecture":[56],"model":[61,69],"has":[62,101],"been":[63,102],"developed.":[64],"involves":[70],"parallel":[72],"on":[75,106],"two":[77,129],"equal":[78],"power":[79],"subsets,":[80],"which":[81,116],"include":[82],"same":[84],"quantity":[85],"pairwise":[87],"similar":[88],"objects.":[89],"choice":[91],"solution":[94],"about":[95],"parameters":[96],"determination":[100],"carried":[103],"out":[104],"based":[105],"minimum":[108],"value":[109],"external":[112],"quality":[114,125],"criterion,":[115],"calculated":[117],"as":[118],"normalized":[119],"difference":[120],"internal":[123],"criteria":[126],"for":[127],"subsets.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}