{"id":"https://openalex.org/W2070639104","doi":"https://doi.org/10.1007/s13042-011-0045-9","title":"Combining partially global and local characteristics for improved classification","display_name":"Combining partially global and local characteristics for improved classification","publication_year":2011,"publication_date":"2011-08-24","ids":{"openalex":"https://openalex.org/W2070639104","doi":"https://doi.org/10.1007/s13042-011-0045-9","mag":"2070639104"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-011-0045-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-011-0045-9","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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/A5006211488","display_name":"Riadh Ksantini","orcid":"https://orcid.org/0000-0001-8143-1600"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Riadh Ksantini","raw_affiliation_strings":["School of Computer Science, University of Windsor, Windsor, ON, N9B3P4, Canada","School of Computer Science, University of Windsor Windsor, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Windsor, Windsor, ON, N9B3P4, Canada","institution_ids":["https://openalex.org/I74413500"]},{"raw_affiliation_string":"School of Computer Science, University of Windsor Windsor, Canada","institution_ids":["https://openalex.org/I74413500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062831830","display_name":"Boubakeur Boufama","orcid":"https://orcid.org/0000-0003-0117-5614"},"institutions":[{"id":"https://openalex.org/I74413500","display_name":"University of Windsor","ror":"https://ror.org/01gw3d370","country_code":"CA","type":"education","lineage":["https://openalex.org/I74413500"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Boubakeur Boufama","raw_affiliation_strings":["School of Computer Science, University of Windsor, Windsor, ON, N9B3P4, Canada","School of Computer Science, University of Windsor Windsor, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Windsor, Windsor, ON, N9B3P4, Canada","institution_ids":["https://openalex.org/I74413500"]},{"raw_affiliation_string":"School of Computer Science, University of Windsor Windsor, Canada","institution_ids":["https://openalex.org/I74413500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006211488"],"corresponding_institution_ids":["https://openalex.org/I74413500"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":0.7851,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75591106,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"3","issue":"2","first_page":"119","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9995999932289124,"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/T12676","display_name":"Machine Learning and ELM","score":0.9552000164985657,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9495000243186951,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7467542886734009},{"id":"https://openalex.org/keywords/decision-boundary","display_name":"Decision boundary","score":0.7127143144607544},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6521499156951904},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.6201695203781128},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6087062954902649},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5932098031044006},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.4938979744911194},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.47440314292907715},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.4477192163467407},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.444504976272583},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.431432843208313},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4301312267780304},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30596137046813965},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12698805332183838}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7467542886734009},{"id":"https://openalex.org/C42023084","wikidata":"https://www.wikidata.org/wiki/Q5249231","display_name":"Decision boundary","level":3,"score":0.7127143144607544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6521499156951904},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6201695203781128},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6087062954902649},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5932098031044006},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.4938979744911194},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.47440314292907715},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4477192163467407},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.444504976272583},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.431432843208313},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4301312267780304},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30596137046813965},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12698805332183838},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-011-0045-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-011-0045-9","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1485231155","https://openalex.org/W1540007258","https://openalex.org/W1563088657","https://openalex.org/W1601740268","https://openalex.org/W1770825568","https://openalex.org/W1965534165","https://openalex.org/W1970185852","https://openalex.org/W1981745143","https://openalex.org/W1985809919","https://openalex.org/W1990975153","https://openalex.org/W2012715465","https://openalex.org/W2041657594","https://openalex.org/W2096044434","https://openalex.org/W2097839764","https://openalex.org/W2097893439","https://openalex.org/W2103452263","https://openalex.org/W2104554891","https://openalex.org/W2106115875","https://openalex.org/W2118713255","https://openalex.org/W2121647436","https://openalex.org/W2122537498","https://openalex.org/W2130418330","https://openalex.org/W2148603752","https://openalex.org/W2150796457","https://openalex.org/W2159607632","https://openalex.org/W2160633256","https://openalex.org/W2161284614","https://openalex.org/W2161349318","https://openalex.org/W2164500538","https://openalex.org/W2171394671","https://openalex.org/W2401715402","https://openalex.org/W2798766386","https://openalex.org/W2798909945","https://openalex.org/W2799061466","https://openalex.org/W3120740533","https://openalex.org/W4240729944"],"related_works":["https://openalex.org/W1532734293","https://openalex.org/W4366257129","https://openalex.org/W3206792995","https://openalex.org/W1490526350","https://openalex.org/W1967777539","https://openalex.org/W4298643855","https://openalex.org/W4238167084","https://openalex.org/W3005055210","https://openalex.org/W4309969413","https://openalex.org/W2986588672"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
