{"id":"https://openalex.org/W2952420591","doi":"https://doi.org/10.1007/s00521-019-04198-6","title":"Empowering graph segmentation methods with SOMs and CONN similarity for clustering large and complex data","display_name":"Empowering graph segmentation methods with SOMs and CONN similarity for clustering large and complex data","publication_year":2019,"publication_date":"2019-06-21","ids":{"openalex":"https://openalex.org/W2952420591","doi":"https://doi.org/10.1007/s00521-019-04198-6","mag":"2952420591"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-019-04198-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04198-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-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/A5009569707","display_name":"Erzs\u00e9bet Mer\u00e9nyi","orcid":"https://orcid.org/0000-0001-8705-6186"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Erzs\u00e9bet Mer\u00e9nyi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Rice University, Houston, TX, 77005, USA","Department of Statistics, Rice University, Houston, TX, 77005, USA"],"raw_orcid":"https://orcid.org/0000-0001-8705-6186","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rice University, Houston, TX, 77005, USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Department of Statistics, Rice University, Houston, TX, 77005, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027174409","display_name":"Joshua P. Taylor","orcid":"https://orcid.org/0000-0002-8512-6926"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Taylor","raw_affiliation_strings":["Department of Statistics, Rice University, Houston, TX, 77005, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Rice University, Houston, TX, 77005, USA","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009569707"],"corresponding_institution_ids":["https://openalex.org/I74775410"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.7199,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69778331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"32","issue":"24","first_page":"18161","last_page":"18178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9970999956130981,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.98580002784729,"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/computer-science","display_name":"Computer science","score":0.7562904357910156},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6969025135040283},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6669288277626038},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5573486685752869},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5112311840057373},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.48490411043167114},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42276573181152344},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35449570417404175},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.12257885932922363}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7562904357910156},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6969025135040283},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6669288277626038},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5573486685752869},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5112311840057373},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.48490411043167114},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42276573181152344},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35449570417404175},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.12257885932922363}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-019-04198-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-019-04198-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320315788","display_name":"National Radio Astronomy Observatory","ror":"https://ror.org/04m24yn62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W446831","https://openalex.org/W35088962","https://openalex.org/W229097380","https://openalex.org/W1517516770","https://openalex.org/W1537699624","https://openalex.org/W1974517317","https://openalex.org/W1976755304","https://openalex.org/W2008321217","https://openalex.org/W2015953751","https://openalex.org/W2016381774","https://openalex.org/W2024338444","https://openalex.org/W2037239062","https://openalex.org/W2047870719","https://openalex.org/W2047940964","https://openalex.org/W2048365415","https://openalex.org/W2083686278","https://openalex.org/W2089458547","https://openalex.org/W2098509290","https://openalex.org/W2107402227","https://openalex.org/W2110802877","https://openalex.org/W2117343777","https://openalex.org/W2120043163","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2142363274","https://openalex.org/W2151616049","https://openalex.org/W2160045918","https://openalex.org/W2164998314","https://openalex.org/W2165948731","https://openalex.org/W2588580177","https://openalex.org/W2619675771","https://openalex.org/W2750926789","https://openalex.org/W3036512766","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W4235169531"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2158836806","https://openalex.org/W2393816671","https://openalex.org/W2083665254","https://openalex.org/W1522196789"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}