{"id":"https://openalex.org/W2040302261","doi":"https://doi.org/10.1007/s00521-005-0002-1","title":"Data mining using rule extraction from Kohonen self-organising maps","display_name":"Data mining using rule extraction from Kohonen self-organising maps","publication_year":2005,"publication_date":"2005-08-22","ids":{"openalex":"https://openalex.org/W2040302261","doi":"https://doi.org/10.1007/s00521-005-0002-1","mag":"2040302261"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-005-0002-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-005-0002-1","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/A5037878913","display_name":"James Malone","orcid":"https://orcid.org/0000-0002-1615-2899"},"institutions":[{"id":"https://openalex.org/I5728261","display_name":"University of Sunderland","ror":"https://ror.org/04p55hr04","country_code":"GB","type":"education","lineage":["https://openalex.org/I5728261"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"James Malone","raw_affiliation_strings":["School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, Sunderland, SR6 ODD, UK","School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, SR6 ODD, Sunderland, UK#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, Sunderland, SR6 ODD, UK","institution_ids":["https://openalex.org/I5728261"]},{"raw_affiliation_string":"School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, SR6 ODD, Sunderland, UK#TAB#","institution_ids":["https://openalex.org/I5728261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043895185","display_name":"Kenneth McGarry","orcid":"https://orcid.org/0000-0002-9329-9835"},"institutions":[{"id":"https://openalex.org/I5728261","display_name":"University of Sunderland","ror":"https://ror.org/04p55hr04","country_code":"GB","type":"education","lineage":["https://openalex.org/I5728261"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kenneth McGarry","raw_affiliation_strings":["School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, Sunderland, SR6 ODD, UK","School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, SR6 ODD, Sunderland, UK#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, Sunderland, SR6 ODD, UK","institution_ids":["https://openalex.org/I5728261"]},{"raw_affiliation_string":"School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, SR6 ODD, Sunderland, UK#TAB#","institution_ids":["https://openalex.org/I5728261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033486668","display_name":"Stefan Wermter","orcid":"https://orcid.org/0000-0003-1343-4775"},"institutions":[{"id":"https://openalex.org/I5728261","display_name":"University of Sunderland","ror":"https://ror.org/04p55hr04","country_code":"GB","type":"education","lineage":["https://openalex.org/I5728261"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stefan Wermter","raw_affiliation_strings":["School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, Sunderland, SR6 ODD, UK","School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, SR6 ODD, Sunderland, UK#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, Sunderland, SR6 ODD, UK","institution_ids":["https://openalex.org/I5728261"]},{"raw_affiliation_string":"School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, SR6 ODD, Sunderland, UK#TAB#","institution_ids":["https://openalex.org/I5728261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070978734","display_name":"Chris Bowerman","orcid":null},"institutions":[{"id":"https://openalex.org/I5728261","display_name":"University of Sunderland","ror":"https://ror.org/04p55hr04","country_code":"GB","type":"education","lineage":["https://openalex.org/I5728261"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chris Bowerman","raw_affiliation_strings":["School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, Sunderland, SR6 ODD, UK","School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, SR6 ODD, Sunderland, UK#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, Sunderland, SR6 ODD, UK","institution_ids":["https://openalex.org/I5728261"]},{"raw_affiliation_string":"School of Computing and Technology, University of Sunderland, St Peters Campus, St Peters Way, SR6 ODD, Sunderland, UK#TAB#","institution_ids":["https://openalex.org/I5728261"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037878913"],"corresponding_institution_ids":["https://openalex.org/I5728261"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.593,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":{"value":0.94477093,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"1","first_page":"9","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991000294685364,"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/T10320","display_name":"Neural Networks and Applications","score":0.9991000294685364,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9879000186920166,"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/T10057","display_name":"Face and Expression Recognition","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/self-organizing-map","display_name":"Self-organizing map","score":0.8769916296005249},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7517873048782349},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6396162509918213},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5822973847389221},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.5703561305999756},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5420663356781006},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5060989260673523},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4766997992992401},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4540444612503052},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4511066675186157},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43094396591186523},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"Exploratory data analysis","score":0.429132878780365},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2641681432723999}],"concepts":[{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.8769916296005249},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7517873048782349},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6396162509918213},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5822973847389221},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.5703561305999756},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5420663356781006},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5060989260673523},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4766997992992401},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4540444612503052},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4511066675186157},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43094396591186523},{"id":"https://openalex.org/C120894424","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory data analysis","level":2,"score":0.429132878780365},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2641681432723999},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00521-005-0002-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-005-0002-1","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"},{"id":"pmh:oai:sure.sunderland.ac.uk:5208","is_oa":false,"landing_page_url":"http://sure.sunderland.ac.uk/view/creators/Malone=3AJames=3A=3A.html>,","pdf_url":null,"source":{"id":"https://openalex.org/S4306402295","display_name":"Sunderland Repository (University of Sunderland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5728261","host_organization_name":"University of Sunderland","host_organization_lineage":["https://openalex.org/I5728261"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.65.4134","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.65.4134","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.his.sunderland.ac.uk/ps/NeuralCompJournalPaperFinal.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W96376781","https://openalex.org/W127439518","https://openalex.org/W146100937","https://openalex.org/W196066009","https://openalex.org/W1523293200","https://openalex.org/W1571035772","https://openalex.org/W1724142552","https://openalex.org/W1769712909","https://openalex.org/W1983772724","https://openalex.org/W2060325867","https://openalex.org/W2062354047","https://openalex.org/W2069543264","https://openalex.org/W2075015344","https://openalex.org/W2079991241","https://openalex.org/W2088296258","https://openalex.org/W2090685975","https://openalex.org/W2110802877","https://openalex.org/W2112036221","https://openalex.org/W2120943950","https://openalex.org/W2125891910","https://openalex.org/W2137676449","https://openalex.org/W2143373877","https://openalex.org/W2143533311","https://openalex.org/W2152511329","https://openalex.org/W2159111290","https://openalex.org/W2171209182"],"related_works":["https://openalex.org/W2034551444","https://openalex.org/W2023416609","https://openalex.org/W1844640764","https://openalex.org/W2051216975","https://openalex.org/W2982550593","https://openalex.org/W2144077772","https://openalex.org/W2978573861","https://openalex.org/W926742521","https://openalex.org/W2595968725","https://openalex.org/W2527805201"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"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":8},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":9}],"updated_date":"2026-05-17T08:19:37.847499","created_date":"2025-10-10T00:00:00"}
