{"id":"https://openalex.org/W2015721807","doi":"https://doi.org/10.1080/18756891.2015.1023587","title":"Neural Incremental Attribute Learning in Groups","display_name":"Neural Incremental Attribute Learning in Groups","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2015721807","doi":"https://doi.org/10.1080/18756891.2015.1023587","mag":"2015721807"},"language":"en","primary_location":{"id":"doi:10.1080/18756891.2015.1023587","is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2015.1023587","pdf_url":"https://www.atlantis-press.com/article/25868610.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.atlantis-press.com/article/25868610.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100683475","display_name":"Fangzhou Liu","orcid":"https://orcid.org/0000-0002-0715-7313"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Fangzhou Liu","raw_affiliation_strings":["Department of Computer Science, University of Liverpool Liverpool, L69 3BX, UK. E-mail: fangzhou.liu@liverpool.ac.uk,"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Liverpool Liverpool, L69 3BX, UK. E-mail: fangzhou.liu@liverpool.ac.uk,","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739453","display_name":"Ting Wang","orcid":"https://orcid.org/0000-0001-5967-5940"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Wang","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065827089","display_name":"Sheng-Uei Guan","orcid":"https://orcid.org/0000-0002-3968-9752"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sheng-Uei Guan","raw_affiliation_strings":["Department of Computer Science, University of Liverpool Liverpool, L69 3BX, UK. E-mail: fangzhou.liu@liverpool.ac.uk,"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Liverpool Liverpool, L69 3BX, UK. E-mail: fangzhou.liu@liverpool.ac.uk,","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075116069","display_name":"Ka Lok Man","orcid":"https://orcid.org/0000-0002-5787-4716"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ka Lok Man","raw_affiliation_strings":["Department of Computer Science, University of Liverpool Liverpool, L69 3BX, UK. E-mail: fangzhou.liu@liverpool.ac.uk,"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Liverpool Liverpool, L69 3BX, UK. E-mail: fangzhou.liu@liverpool.ac.uk,","institution_ids":["https://openalex.org/I146655781"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100683475"],"corresponding_institution_ids":["https://openalex.org/I146655781"],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06608776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":"3","first_page":"490","last_page":"490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9991000294685364,"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":0.9991000294685364,"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/T10320","display_name":"Neural Networks and Applications","score":0.9972000122070312,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.7549022436141968},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6961857080459595},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6568464040756226},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.6190400123596191},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6030699014663696},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.48922204971313477},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47493794560432434},{"id":"https://openalex.org/keywords/train","display_name":"Train","score":0.4510372281074524},{"id":"https://openalex.org/keywords/space-partitioning","display_name":"Space partitioning","score":0.44693902134895325},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34803012013435364},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18231618404388428},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.08150330185890198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7549022436141968},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6961857080459595},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6568464040756226},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6190400123596191},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6030699014663696},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.48922204971313477},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47493794560432434},{"id":"https://openalex.org/C190839683","wikidata":"https://www.wikidata.org/wiki/Q2448197","display_name":"Train","level":2,"score":0.4510372281074524},{"id":"https://openalex.org/C13670688","wikidata":"https://www.wikidata.org/wiki/Q3500548","display_name":"Space partitioning","level":2,"score":0.44693902134895325},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34803012013435364},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18231618404388428},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.08150330185890198},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/18756891.2015.1023587","is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2015.1023587","pdf_url":"https://www.atlantis-press.com/article/25868610.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:60df427411da4b35b463f47099997a5a","is_oa":true,"landing_page_url":"https://doaj.org/article/60df427411da4b35b463f47099997a5a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 8, Iss 3 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/18756891.2015.1023587","is_oa":true,"landing_page_url":"https://doi.org/10.1080/18756891.2015.1023587","pdf_url":"https://www.atlantis-press.com/article/25868610.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4478558298","display_name":null,"funder_award_id":"BK20131182","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8685938209","display_name":null,"funder_award_id":"61070085","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2015721807.pdf","grobid_xml":"https://content.openalex.org/works/W2015721807.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W35354330","https://openalex.org/W200799616","https://openalex.org/W608314793","https://openalex.org/W1505904147","https://openalex.org/W1507480455","https://openalex.org/W1516899372","https://openalex.org/W1603997747","https://openalex.org/W2000923966","https://openalex.org/W2009603406","https://openalex.org/W2010734908","https://openalex.org/W2016539239","https://openalex.org/W2026122225","https://openalex.org/W2030774950","https://openalex.org/W2037935179","https://openalex.org/W2059563365","https://openalex.org/W2064084116","https://openalex.org/W2067611782","https://openalex.org/W2074929544","https://openalex.org/W2083124376","https://openalex.org/W2139463648","https://openalex.org/W2142372861","https://openalex.org/W2142885311","https://openalex.org/W2143908786","https://openalex.org/W2145510526","https://openalex.org/W2148511931","https://openalex.org/W2154053567","https://openalex.org/W2189579787","https://openalex.org/W2275872198","https://openalex.org/W2333622867","https://openalex.org/W4240837725","https://openalex.org/W4245055982","https://openalex.org/W4250227082"],"related_works":["https://openalex.org/W618248309","https://openalex.org/W2377336366","https://openalex.org/W1568097102","https://openalex.org/W1601203902","https://openalex.org/W2075798043","https://openalex.org/W4390419160","https://openalex.org/W4225671779","https://openalex.org/W2102464536","https://openalex.org/W2361332776","https://openalex.org/W2061571973"],"abstract_inverted_index":{"Incremental":[0],"Attribute":[1],"Learning":[2],"(IAL)":[3],"is":[4,71],"a":[5],"feasible":[6],"approach":[7,70],"for":[8,75],"solving":[9],"high-dimensional":[10],"pattern":[11,76],"recognition":[12],"problems.":[13],"It":[14],"gradually":[15],"trains":[16],"features":[17],"one":[18],"by":[19],"one.":[20],"Previous":[21],"research":[22],"indicated":[23],"that":[24,68],"supervised":[25],"machine":[26],"learning":[27],"with":[28,61],"input":[29,37],"attribute":[30],"ordering":[31],"can":[32,40],"improve":[33],"classification":[34,77],"results.":[35],"Moreover,":[36],"space":[38],"partitioning":[39,60],"also":[41,80],"effectively":[42],"reduce":[43,83],"the":[44],"interference":[45,84],"among":[46,85],"features.":[47,86],"This":[48],"study":[49],"proposed":[50],"IAL":[51],"based":[52],"on":[53],"Grouped":[54],"Feature":[55],"Ordering,":[56],"which":[57],"fused":[58],"feature":[59,62],"ordering.":[63],"The":[64],"experimental":[65],"results":[66],"show":[67],"this":[69],"not":[72],"only":[73],"applicable":[74],"improvement,":[78],"but":[79],"efficient":[81],"to":[82]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
