{"id":"https://openalex.org/W2085612040","doi":"https://doi.org/10.1007/s10462-011-9291-1","title":"DF-SVM: a decision forest constructed on artificially enlarged feature space by support vector machine","display_name":"DF-SVM: a decision forest constructed on artificially enlarged feature space by support vector machine","publication_year":2012,"publication_date":"2012-01-14","ids":{"openalex":"https://openalex.org/W2085612040","doi":"https://doi.org/10.1007/s10462-011-9291-1","mag":"2085612040"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-011-9291-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-011-9291-1","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"Artificial Intelligence Review","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/A5111416671","display_name":"M. Faisal Zaman","orcid":null},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"M. Faisal Zaman","raw_affiliation_strings":["Department of Systems Design and Informatics, Kyushu Institute of Technology, Iizuka, Japan","Dept. of Systems Design and Informatics, Kyushu Institute of Technology, Iizuka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Systems Design and Informatics, Kyushu Institute of Technology, Iizuka, Japan","institution_ids":["https://openalex.org/I207014233"]},{"raw_affiliation_string":"Dept. of Systems Design and Informatics, Kyushu Institute of Technology, Iizuka, Japan","institution_ids":["https://openalex.org/I207014233"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064933175","display_name":"Hideo Hirose","orcid":"https://orcid.org/0000-0002-1752-6063"},"institutions":[{"id":"https://openalex.org/I207014233","display_name":"Kyushu Institute of Technology","ror":"https://ror.org/02278tr80","country_code":"JP","type":"education","lineage":["https://openalex.org/I207014233"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hideo Hirose","raw_affiliation_strings":["Department of Systems Design and Informatics, Kyushu Institute of Technology, Iizuka, Japan","Dept. of Systems Design and Informatics, Kyushu Institute of Technology, Iizuka, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Systems Design and Informatics, Kyushu Institute of Technology, Iizuka, Japan","institution_ids":["https://openalex.org/I207014233"]},{"raw_affiliation_string":"Dept. of Systems Design and Informatics, Kyushu Institute of Technology, Iizuka, Japan","institution_ids":["https://openalex.org/I207014233"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5111416671"],"corresponding_institution_ids":["https://openalex.org/I207014233"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.12298343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"40","issue":"4","first_page":"467","last_page":"494"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9980999827384949,"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"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.992900013923645,"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/decision-tree","display_name":"Decision tree","score":0.8345242738723755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7262320518493652},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6452738046646118},{"id":"https://openalex.org/keywords/alternating-decision-tree","display_name":"Alternating decision tree","score":0.6283969283103943},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6048072576522827},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5816616415977478},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5783207416534424},{"id":"https://openalex.org/keywords/decision-stump","display_name":"Decision stump","score":0.5700361132621765},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.560366153717041},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.5140637159347534},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.4850272536277771},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.47327446937561035},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4332699179649353},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42559078335762024}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.8345242738723755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7262320518493652},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6452738046646118},{"id":"https://openalex.org/C120136583","wikidata":"https://www.wikidata.org/wiki/Q4736414","display_name":"Alternating decision tree","level":5,"score":0.6283969283103943},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6048072576522827},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5816616415977478},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5783207416534424},{"id":"https://openalex.org/C141291300","wikidata":"https://www.wikidata.org/wiki/Q5249244","display_name":"Decision stump","level":5,"score":0.5700361132621765},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.560366153717041},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.5140637159347534},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.4850272536277771},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.47327446937561035},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4332699179649353},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42559078335762024}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-011-9291-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-011-9291-1","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W576104647","https://openalex.org/W609078673","https://openalex.org/W1516193414","https://openalex.org/W1521062204","https://openalex.org/W1539561541","https://openalex.org/W1554944419","https://openalex.org/W1565746575","https://openalex.org/W1569199447","https://openalex.org/W1583341196","https://openalex.org/W1988790447","https://openalex.org/W2004005279","https://openalex.org/W2015916203","https://openalex.org/W2022733315","https://openalex.org/W2065165463","https://openalex.org/W2067885219","https://openalex.org/W2068852101","https://openalex.org/W2076118331","https://openalex.org/W2084481407","https://openalex.org/W2101634895","https://openalex.org/W2108949035","https://openalex.org/W2112076978","https://openalex.org/W2113242816","https://openalex.org/W2122565585","https://openalex.org/W2124868070","https://openalex.org/W2132849374","https://openalex.org/W2150757437","https://openalex.org/W2152761983","https://openalex.org/W2171924326","https://openalex.org/W2247403794","https://openalex.org/W2487087946","https://openalex.org/W2787894218","https://openalex.org/W2911964244","https://openalex.org/W2912934387"],"related_works":["https://openalex.org/W2356463514","https://openalex.org/W1603140234","https://openalex.org/W1648970942","https://openalex.org/W4387869645","https://openalex.org/W2134772268","https://openalex.org/W3130568217","https://openalex.org/W2591672004","https://openalex.org/W2404612336","https://openalex.org/W2732306247","https://openalex.org/W3117017830"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}