{"id":"https://openalex.org/W2938845294","doi":"https://doi.org/10.1109/fskd.2018.8687305","title":"The Academic Warning Model Based on TLBO-BP Algorithm","display_name":"The Academic Warning Model Based on TLBO-BP Algorithm","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2938845294","doi":"https://doi.org/10.1109/fskd.2018.8687305","mag":"2938845294"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2018.8687305","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2018.8687305","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-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/A5101529163","display_name":"Longlong Liu","orcid":"https://orcid.org/0000-0003-4068-661X"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Longlong Liu","raw_affiliation_strings":["School of Mathematical Sciences, Ocean University of China, Qingdao, 266100, China","School of Mathematical Sciences, Ocean University of China, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Ocean University of China, Qingdao, 266100, China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"School of Mathematical Sciences, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012984155","display_name":"Shengnan Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124601","display_name":"Department of Mathematical Sciences","ror":"https://ror.org/02xkdev90","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210124601"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Shengnan Yu","raw_affiliation_strings":["School of Mathematical Sciences, Qingdao, 266100, China","School of Mathematical Sciences, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Qingdao, 266100, China","institution_ids":["https://openalex.org/I4210124601"]},{"raw_affiliation_string":"School of Mathematical Sciences, Qingdao, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101529163"],"corresponding_institution_ids":["https://openalex.org/I59028903"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.2035631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9886999726295471,"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":0.9886999726295471,"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":0.984000027179718,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/initialization","display_name":"Initialization","score":0.7907952070236206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7091355919837952},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6967689394950867},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6266477704048157},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5351330637931824},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5198352932929993},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5076771974563599},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5063520669937134},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.4905923902988434},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43270939588546753},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4186388850212097},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14419707655906677},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10401946306228638}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7907952070236206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7091355919837952},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6967689394950867},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6266477704048157},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5351330637931824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5198352932929993},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5076771974563599},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5063520669937134},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.4905923902988434},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43270939588546753},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4186388850212097},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14419707655906677},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10401946306228638},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2018.8687305","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2018.8687305","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.75}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W64027530","https://openalex.org/W1210381405","https://openalex.org/W1480219133","https://openalex.org/W1622838444","https://openalex.org/W1966580635","https://openalex.org/W1978511599","https://openalex.org/W1986875818","https://openalex.org/W2023702796","https://openalex.org/W2026267944","https://openalex.org/W2086981204","https://openalex.org/W2136922672","https://openalex.org/W2148002238","https://openalex.org/W2153721878","https://openalex.org/W2291738805","https://openalex.org/W2301541953","https://openalex.org/W2316060816","https://openalex.org/W2385599084","https://openalex.org/W2587804786","https://openalex.org/W2588222330","https://openalex.org/W2606853036","https://openalex.org/W2611756809","https://openalex.org/W2612929272","https://openalex.org/W2739965732","https://openalex.org/W2919115771","https://openalex.org/W2920891161","https://openalex.org/W4200411312","https://openalex.org/W4214652857","https://openalex.org/W4255901892","https://openalex.org/W6758908759"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W2355833770","https://openalex.org/W1985458517","https://openalex.org/W3031039437","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W2050451745","https://openalex.org/W2378903222"],"abstract_inverted_index":{"Tracking":[0],"students'":[1,63],"learning":[2,12],"situations,":[3],"analyzing":[4],"test":[5],"scores":[6],"and":[7,33,42,54,91],"predicting":[8],"possible":[9],"states":[10],"of":[11,88,95,104],"in":[13,77,114],"the":[14,55,62,74,78,86,89,93,96,101,105],"future":[15],"are":[16,59],"helpful":[17],"for":[18,36],"students":[19],"who":[20],"need":[21],"academic":[22,64],"intervention.":[23],"And":[24],"it":[25],"is":[26,70],"an":[27],"important":[28],"task":[29],"with":[30],"practical":[31],"meaning":[32],"research":[34],"value":[35],"teachers":[37],"to":[38,61,72],"provide":[39],"targeted":[40],"guidance":[41],"a":[43,49],"decision-making":[44],"basis.":[45],"In":[46],"this":[47],"paper,":[48],"group":[50],"intelligent":[51],"optimization":[52],"algorithm":[53,69,90],"neural":[56,80,107],"network":[57],"theory":[58],"applied":[60],"intervention":[65],"problem.":[66],"The":[67,109],"TLBO-BP":[68],"proposed":[71],"optimize":[73],"initial":[75],"weights":[76],"BP":[79,106],"network.":[81,108],"It":[82],"can":[83],"speed":[84],"up":[85],"convergence":[87],"avoid":[92],"instability":[94],"training":[97],"result":[98],"caused":[99],"by":[100],"random":[102],"initialization":[103],"model":[110],"shows":[111],"satisfactory":[112],"results":[113],"two":[115],"examples,":[116],"which":[117],"further":[118],"supports":[119],"its":[120],"validity.":[121]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}