{"id":"https://openalex.org/W1522776978","doi":"https://doi.org/10.1007/978-0-85729-130-1_6","title":"Induction of Modular Classification Rules: Using Jmax-pruning","display_name":"Induction of Modular Classification Rules: Using Jmax-pruning","publication_year":2010,"publication_date":"2010-10-29","ids":{"openalex":"https://openalex.org/W1522776978","doi":"https://doi.org/10.1007/978-0-85729-130-1_6","mag":"1522776978"},"language":"en","primary_location":{"id":"doi:10.1007/978-0-85729-130-1_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-0-85729-130-1_6","pdf_url":null,"source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research and Development in Intelligent Systems XXVII","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/A5085158698","display_name":"Frederic Stahl","orcid":"https://orcid.org/0000-0002-4860-0203"},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Frederic Stahl","raw_affiliation_strings":["University of Portsmouth, School of Computing, Buckingham Building, Lion Terrace, PO1 3HE, Portsmouth, UK"],"affiliations":[{"raw_affiliation_string":"University of Portsmouth, School of Computing, Buckingham Building, Lion Terrace, PO1 3HE, Portsmouth, UK","institution_ids":["https://openalex.org/I63072094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112240698","display_name":"Max Bramer","orcid":null},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Max Bramer","raw_affiliation_strings":["Dept. Computer Science and, Software Engineering, University of Portsmouth, Buckingham Building, Lion Terrace, Portsmouth, PO1  3HE, United Kingdom","University of Portsmouth, School of Computing, Buckingham Building, Lion Terrace, PO1 3HE, Portsmouth, UK"],"affiliations":[{"raw_affiliation_string":"Dept. Computer Science and, Software Engineering, University of Portsmouth, Buckingham Building, Lion Terrace, Portsmouth, PO1  3HE, United Kingdom","institution_ids":["https://openalex.org/I63072094"]},{"raw_affiliation_string":"University of Portsmouth, School of Computing, Buckingham Building, Lion Terrace, PO1 3HE, Portsmouth, UK","institution_ids":["https://openalex.org/I63072094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5085158698"],"corresponding_institution_ids":["https://openalex.org/I63072094"],"apc_list":null,"apc_paid":null,"fwci":1.4161,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81902428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9975000023841858,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9975000023841858,"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":0.9961000084877014,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9959999918937683,"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/pruning","display_name":"Pruning","score":0.8602941036224365},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.746362030506134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.656055748462677},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.6214035749435425},{"id":"https://openalex.org/keywords/prism","display_name":"Prism","score":0.5993658304214478},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.506761372089386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48483312129974365},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4324834942817688},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4109024107456207},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3615100383758545},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35095083713531494},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27666860818862915},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.08755308389663696}],"concepts":[{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.8602941036224365},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.746362030506134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.656055748462677},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.6214035749435425},{"id":"https://openalex.org/C67666897","wikidata":"https://www.wikidata.org/wiki/Q165896","display_name":"Prism","level":2,"score":0.5993658304214478},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.506761372089386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48483312129974365},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4324834942817688},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4109024107456207},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3615100383758545},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35095083713531494},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27666860818862915},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.08755308389663696},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-0-85729-130-1_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-0-85729-130-1_6","pdf_url":null,"source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research and Development in Intelligent Systems XXVII","raw_type":"book-chapter"},{"id":"pmh:oai:centaur.reading.ac.uk:30154","is_oa":false,"landing_page_url":"http://link.springer.com/chapter/10.1007%2F978-0-85729-130-1_6","pdf_url":null,"source":{"id":"https://openalex.org/S4306402273","display_name":"CentAUR (University of Reading)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71052956","host_organization_name":"University of Reading","host_organization_lineage":["https://openalex.org/I71052956"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book or Report Section"},{"id":"pmh:oai:researchportal.port.ac.uk:publications/dd186220-ba01-4119-8647-0115d31b777b","is_oa":false,"landing_page_url":"https://researchportal.port.ac.uk/portal/en/publications/induction-of-modular-classification-rules-using-jmaxpruning(dd186220-ba01-4119-8647-0115d31b777b).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401774","display_name":"Portsmouth Research Portal (University of Portsmouth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63072094","host_organization_name":"University of Portsmouth","host_organization_lineage":["https://openalex.org/I63072094"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1513366687","https://openalex.org/W1549485114","https://openalex.org/W1570448133","https://openalex.org/W1591695423","https://openalex.org/W1598972413","https://openalex.org/W1978515644","https://openalex.org/W2074584355","https://openalex.org/W2078948606","https://openalex.org/W2084812512","https://openalex.org/W2099321136","https://openalex.org/W2111022379","https://openalex.org/W2123504579","https://openalex.org/W2125055259","https://openalex.org/W2136182453","https://openalex.org/W2466512847","https://openalex.org/W2504955307","https://openalex.org/W2982720039","https://openalex.org/W4247767684","https://openalex.org/W6669176017"],"related_works":["https://openalex.org/W1574414179","https://openalex.org/W1585770001","https://openalex.org/W2075873371","https://openalex.org/W4245210885","https://openalex.org/W84383711","https://openalex.org/W4242351093","https://openalex.org/W1566212037","https://openalex.org/W4285312748","https://openalex.org/W3203767529","https://openalex.org/W2157743338"],"abstract_inverted_index":null,"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
