{"id":"https://openalex.org/W2288252889","doi":"https://doi.org/10.1080/10798587.2015.1079364","title":"Using an Enhanced Feed-Forward BP Network for Predictive Model Building from Students\u2019 Data","display_name":"Using an Enhanced Feed-Forward BP Network for Predictive Model Building from Students\u2019 Data","publication_year":2015,"publication_date":"2015-11-06","ids":{"openalex":"https://openalex.org/W2288252889","doi":"https://doi.org/10.1080/10798587.2015.1079364","mag":"2288252889"},"language":"en","primary_location":{"id":"doi:10.1080/10798587.2015.1079364","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10798587.2015.1079364","pdf_url":null,"source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation &amp; Soft Computing","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/A5113990788","display_name":"Adeleke Raheem Ajiboye","orcid":null},"institutions":[{"id":"https://openalex.org/I102913810","display_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","ror":"https://ror.org/01704wp68","country_code":"MY","type":"education","lineage":["https://openalex.org/I102913810"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Adeleke Raheem Ajiboye","raw_affiliation_strings":["Faculty of Computer Systems & Software Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Kuantan, Pahang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Systems & Software Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Kuantan, Pahang, Malaysia","institution_ids":["https://openalex.org/I102913810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026604829","display_name":"Ruzaini Abdullah Arshah","orcid":"https://orcid.org/0000-0001-9267-5408"},"institutions":[{"id":"https://openalex.org/I102913810","display_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","ror":"https://ror.org/01704wp68","country_code":"MY","type":"education","lineage":["https://openalex.org/I102913810"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ruzaini Abdullah-Arshah","raw_affiliation_strings":["Faculty of Computer Systems & Software Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Kuantan, Pahang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Systems & Software Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Kuantan, Pahang, Malaysia","institution_ids":["https://openalex.org/I102913810"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047002005","display_name":"Hongwu Qin","orcid":"https://orcid.org/0000-0001-5330-5711"},"institutions":[{"id":"https://openalex.org/I102913810","display_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","ror":"https://ror.org/01704wp68","country_code":"MY","type":"education","lineage":["https://openalex.org/I102913810"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hongwu Qin","raw_affiliation_strings":["Faculty of Computer Systems & Software Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Kuantan, Pahang, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Systems & Software Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Kuantan, Pahang, Malaysia","institution_ids":["https://openalex.org/I102913810"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5113990788"],"corresponding_institution_ids":["https://openalex.org/I102913810"],"apc_list":null,"apc_paid":null,"fwci":0.4448,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78583121,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"22","issue":"2","first_page":"169","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9997000098228455,"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":0.9997000098228455,"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/T12676","display_name":"Machine Learning and ELM","score":0.9951000213623047,"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":0.9879000186920166,"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/computer-science","display_name":"Computer science","score":0.9041869640350342},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4252583682537079},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3805932402610779}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9041869640350342},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4252583682537079},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3805932402610779}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/10798587.2015.1079364","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10798587.2015.1079364","pdf_url":null,"source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation &amp; Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:umpir.ump.edu.my:12850","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196561","display_name":"UMP Institutional Repository (Universiti Malaysia Pahang)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102913810","host_organization_name":"Universiti Malaysia Pahang Al-Sultan Abdullah","host_organization_lineage":["https://openalex.org/I102913810"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W292668259","https://openalex.org/W615012944","https://openalex.org/W1498436455","https://openalex.org/W1536510467","https://openalex.org/W1543659671","https://openalex.org/W1570448133","https://openalex.org/W1970532985","https://openalex.org/W1975237103","https://openalex.org/W1983873206","https://openalex.org/W1997741525","https://openalex.org/W2034543389","https://openalex.org/W2038001853","https://openalex.org/W2041253640","https://openalex.org/W2058947616","https://openalex.org/W2104961002","https://openalex.org/W2111834232","https://openalex.org/W2111935653","https://openalex.org/W2117941247","https://openalex.org/W2123380119","https://openalex.org/W2127150635","https://openalex.org/W2136772527","https://openalex.org/W2140190241","https://openalex.org/W2144111933","https://openalex.org/W2145467382","https://openalex.org/W2148138104","https://openalex.org/W2151023586","https://openalex.org/W2153736474","https://openalex.org/W2160815625","https://openalex.org/W2186428165","https://openalex.org/W2488544472","https://openalex.org/W2760802512","https://openalex.org/W4244781008"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W3107602296","https://openalex.org/W4312192474","https://openalex.org/W4210805261","https://openalex.org/W4387297750"],"abstract_inverted_index":{"Feed-forward,":[0],"Back":[1],"Propagation":[2],"(BP)":[3],"Network":[4],"is":[5,80,102],"a":[6,15,46,138],"network":[7,22,44,120,130,147],"structure":[8],"capable":[9],"of":[10,18,42,57,96,114,156],"modeling":[11],"the":[12,19,58,63,73,77,83,118,128,154],"class&#13;\\nprediction":[13],"as":[14,135],"nonlinear":[16],"combination":[17],"inputs.":[20],"The":[21,53,99],"has":[23,148],"proven":[24],"its":[25,50,132,151],"suitability":[26,152],"in":[27,62,131,140,153],"solving&#13;\\nseveral":[28],"complex":[29],"tasks,":[30],"most":[31],"especially":[32],"when":[33],"trained":[34,91],"with":[35,45,94],"appropriate":[36],"algorithms.":[37],"This":[38],"study":[39],"presents&#13;\\nan":[40],"enhancement":[41],"this":[43],"view":[47],"to":[48,144],"boosting":[49],"prediction":[51],"accuracy.":[52],"paper":[54],"proposed":[55,74],"a&#13;\\nmodification":[56],"data":[59,160],"partitioning":[60],"function":[61],"regular":[64,133],"feed-forward":[65],"network.":[66,87],"A":[67],"predictive":[68],"model&#13;\\nis":[69],"constructed":[70],"based":[71,81],"on":[72,82],"partition,":[75],"while":[76],"second":[78],"model":[79],"partition":[84],"of&#13;\\nthe":[85],"existing":[86,129],"Both":[88],"models":[89,106,157],"are":[90,111],"and":[92,107,125],"simulated":[93],"sets":[95],"untrained":[97],"data.":[98],"mean&#13;\\nabsolute":[100],"error":[101,109,141],"computed":[103],"for":[104],"both":[105],"their":[108],"values":[110],"compared.":[112],"Comparison":[113],"their&#13;\\nresults":[115],"shows":[116],"that":[117],"enhanced":[119,146],"consistently":[121],"delivers":[122],"higher":[123],"accuracy":[124],"generalized":[126],"better&#13;\\nthan":[127],"structure;":[134],"there":[136],"was":[137],"decrease":[139],"from":[142,158],"0.261":[143],"0.016.&#13;\\nThe":[145],"also":[149],"shown":[150],"fittings":[155],"students\u2019":[159],"for&#13;\\nprediction":[161],"purposes.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
