{"id":"https://openalex.org/W1808768779","doi":"https://doi.org/10.1007/978-3-540-88069-1_9","title":"Dealing with Large Datasets Using an Artificial Intelligence Clustering Tool","display_name":"Dealing with Large Datasets Using an Artificial Intelligence Clustering Tool","publication_year":2008,"publication_date":"2008-10-16","ids":{"openalex":"https://openalex.org/W1808768779","doi":"https://doi.org/10.1007/978-3-540-88069-1_9","mag":"1808768779"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-88069-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-88069-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"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":"Studies in Computational Intelligence","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/A5021432827","display_name":"Charalampos Moschopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Charalampos N. Moschopoulos","raw_affiliation_strings":["Department of Computer Engineering & Informatics, University of Patras, GR-26500, Rio, Patras, Greece","University of Patras;"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering & Informatics, University of Patras, GR-26500, Rio, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"University of Patras;","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061502357","display_name":"Panagiotis Tsiatsis","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiotis Tsiatsis","raw_affiliation_strings":["Department of Computer Engineering & Informatics, University of Patras, GR-26500, Rio, Patras, Greece","University of Patras;"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering & Informatics, University of Patras, GR-26500, Rio, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"University of Patras;","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064070003","display_name":"Grigorios N. Beligiannis","orcid":"https://orcid.org/0000-0002-6896-5218"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Grigorios N. Beligiannis","raw_affiliation_strings":["Department of Business Administration in Food and Agricultural Enterprises, University of Ioannina, G. Seferi 2, GR-30100, Agrinio, Greece","University of Ioannina, G. Seferi 2"],"affiliations":[{"raw_affiliation_string":"Department of Business Administration in Food and Agricultural Enterprises, University of Ioannina, G. Seferi 2, GR-30100, Agrinio, Greece","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"University of Ioannina, G. Seferi 2","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021246308","display_name":"Dimitris Fotakis","orcid":"https://orcid.org/0000-0001-6864-8960"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Fotakis","raw_affiliation_strings":["Department of Information and Communication Systems Engineering, University of the Aegean, 83200, Karlovasi, Samos, Greece","University of The Aegean"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Systems Engineering, University of the Aegean, 83200, Karlovasi, Samos, Greece","institution_ids":["https://openalex.org/I98805295"]},{"raw_affiliation_string":"University of The Aegean","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023124482","display_name":"Spiridon Likothanassis","orcid":"https://orcid.org/0000-0002-6212-6632"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Spiridon D. Likothanassis","raw_affiliation_strings":["Department of Computer Engineering & Informatics, University of Patras, GR-26500, Rio, Patras, Greece","University of Patras;"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering & Informatics, University of Patras, GR-26500, Rio, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"University of Patras;","institution_ids":["https://openalex.org/I174878644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021432827"],"corresponding_institution_ids":["https://openalex.org/I174878644"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.13769547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9986000061035156,"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":0.9986000061035156,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9915000200271606,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9907000064849854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8951314091682434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7320106029510498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6278636455535889},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5559551119804382},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5067084431648254},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4928429126739502},{"id":"https://openalex.org/keywords/consensus-clustering","display_name":"Consensus clustering","score":0.449725866317749},{"id":"https://openalex.org/keywords/conceptual-clustering","display_name":"Conceptual clustering","score":0.44396719336509705},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.40910622477531433},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.3535727262496948},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13270515203475952}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8951314091682434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7320106029510498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6278636455535889},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5559551119804382},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5067084431648254},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4928429126739502},{"id":"https://openalex.org/C186767784","wikidata":"https://www.wikidata.org/wiki/Q5162841","display_name":"Consensus clustering","level":5,"score":0.449725866317749},{"id":"https://openalex.org/C39235581","wikidata":"https://www.wikidata.org/wiki/Q5158434","display_name":"Conceptual clustering","level":5,"score":0.44396719336509705},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.40910622477531433},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.3535727262496948},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13270515203475952},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-88069-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-88069-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"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":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W293536058","https://openalex.org/W1493454437","https://openalex.org/W1854155592","https://openalex.org/W1933643226","https://openalex.org/W1949687736","https://openalex.org/W1965061252","https://openalex.org/W1967520159","https://openalex.org/W2031293887","https://openalex.org/W2076743844","https://openalex.org/W2101548729","https://openalex.org/W2109922499","https://openalex.org/W2123297508","https://openalex.org/W2130136434","https://openalex.org/W2146291210","https://openalex.org/W2151242668","https://openalex.org/W2483610301","https://openalex.org/W2561675875","https://openalex.org/W2999729612","https://openalex.org/W4250319612"],"related_works":["https://openalex.org/W3144143113","https://openalex.org/W3022637481","https://openalex.org/W3120229345","https://openalex.org/W3088133960","https://openalex.org/W3161536855","https://openalex.org/W1970969031","https://openalex.org/W2607137685","https://openalex.org/W2163488696","https://openalex.org/W2609148028","https://openalex.org/W3168918549"],"abstract_inverted_index":null,"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
