{"id":"https://openalex.org/W4405821832","doi":"https://doi.org/10.1007/978-3-031-70959-3_8","title":"Integrative Approach to\u00a0Gene Expression Data Analysis: Combining Biclustering Techniques with\u00a0Gene Ontology","display_name":"Integrative Approach to\u00a0Gene Expression Data Analysis: Combining Biclustering Techniques with\u00a0Gene Ontology","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405821832","doi":"https://doi.org/10.1007/978-3-031-70959-3_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-70959-3_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70959-3_8","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","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":true,"raw_author_name":"Sergii Babichev","raw_affiliation_strings":["Department of Informatics, Jan Evangelista Purkyn\u011b University in \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, 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":"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/A5037764098","display_name":"Oleg Yarema","orcid":null},"institutions":[{"id":"https://openalex.org/I200280692","display_name":"Lviv University","ror":"https://ror.org/01s7y5e82","country_code":"UA","type":"education","lineage":["https://openalex.org/I200280692"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleg Yarema","raw_affiliation_strings":["Ivan Franko National University, Lviv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-3736-4820","affiliations":[{"raw_affiliation_string":"Ivan Franko National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I200280692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021141455","display_name":"Ihor Liakh","orcid":"https://orcid.org/0000-0001-5417-9403"},"institutions":[{"id":"https://openalex.org/I77443782","display_name":"Uzhhorod National University","ror":"https://ror.org/01x3jjv63","country_code":"UA","type":"education","lineage":["https://openalex.org/I77443782"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Ihor Liakh","raw_affiliation_strings":["Uzhhorod National University, Uzhhorod, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-5417-9403","affiliations":[{"raw_affiliation_string":"Uzhhorod National University, Uzhhorod, Ukraine","institution_ids":["https://openalex.org/I77443782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115665827","display_name":"Andrii Honcharuk","orcid":"https://orcid.org/0009-0001-6190-958X"},"institutions":[{"id":"https://openalex.org/I4210128404","display_name":"Ukrainian Military Medical Academy","ror":"https://ror.org/02rv28335","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210128404"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Andrii Honcharuk","raw_affiliation_strings":["Yevhenii Bereznyak Military Academy, Kyiv, Ukraine"],"raw_orcid":"https://orcid.org/0009-0001-6190-958X","affiliations":[{"raw_affiliation_string":"Yevhenii Bereznyak Military Academy, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4210128404"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076340310"],"corresponding_institution_ids":["https://openalex.org/I3122934890","https://openalex.org/I882086214"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.55832921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"149","last_page":"177"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/biclustering","display_name":"Biclustering","score":0.8726140260696411},{"id":"https://openalex.org/keywords/gene-ontology","display_name":"Gene ontology","score":0.6670646071434021},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5617116689682007},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5604735016822815},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.45950931310653687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4115496277809143},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.333495169878006},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.31388312578201294},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.28704750537872314},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.20100471377372742},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.1997646689414978},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16526758670806885}],"concepts":[{"id":"https://openalex.org/C144817290","wikidata":"https://www.wikidata.org/wiki/Q2976575","display_name":"Biclustering","level":5,"score":0.8726140260696411},{"id":"https://openalex.org/C2987395477","wikidata":"https://www.wikidata.org/wiki/Q135085","display_name":"Gene ontology","level":4,"score":0.6670646071434021},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5617116689682007},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5604735016822815},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.45950931310653687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4115496277809143},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.333495169878006},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.31388312578201294},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.28704750537872314},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.20100471377372742},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1997646689414978},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16526758670806885},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.0},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-70959-3_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70959-3_8","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","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":19,"referenced_works":["https://openalex.org/W2081074866","https://openalex.org/W2767762258","https://openalex.org/W2767821658","https://openalex.org/W2800694901","https://openalex.org/W2889219045","https://openalex.org/W2897271949","https://openalex.org/W2942988018","https://openalex.org/W2992489091","https://openalex.org/W3044266962","https://openalex.org/W4296360449","https://openalex.org/W4298849732","https://openalex.org/W4312083331","https://openalex.org/W4388148234","https://openalex.org/W4389721025","https://openalex.org/W4389791911","https://openalex.org/W4389793742","https://openalex.org/W4391957787","https://openalex.org/W4391995685","https://openalex.org/W4392014158"],"related_works":["https://openalex.org/W1974340769","https://openalex.org/W2900595096","https://openalex.org/W4289277241","https://openalex.org/W2979322793","https://openalex.org/W2765801824","https://openalex.org/W2188068678","https://openalex.org/W2004699824","https://openalex.org/W2109087739","https://openalex.org/W2484593630","https://openalex.org/W2794019507"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}