{"id":"https://openalex.org/W3034594345","doi":"https://doi.org/10.1109/tpds.2020.3001593","title":"System Error Prediction for Business Support Systems in Telecommunications Networks","display_name":"System Error Prediction for Business Support Systems in Telecommunications Networks","publication_year":2020,"publication_date":"2020-06-11","ids":{"openalex":"https://openalex.org/W3034594345","doi":"https://doi.org/10.1109/tpds.2020.3001593","mag":"3034594345"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2020.3001593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2020.3001593","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","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/A5049890653","display_name":"En-Hau Yeh","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"En-Hau Yeh","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101735285","display_name":"Phone Lin","orcid":"https://orcid.org/0000-0001-7103-5516"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Phone Lin","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011566688","display_name":"Xin-Xue Lin","orcid":"https://orcid.org/0000-0002-7265-5298"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Xin-Xue Lin","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049378889","display_name":"Jeu\u2010Yih Jeng","orcid":null},"institutions":[{"id":"https://openalex.org/I92172085","display_name":"Chunghwa Telecom (Taiwan)","ror":"https://ror.org/04f786589","country_code":"TW","type":"company","lineage":["https://openalex.org/I92172085"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jeu-Yih Jeng","raw_affiliation_strings":["Chunghwa Telecom Company, Ltd., Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Chunghwa Telecom Company, Ltd., Taipei, Taiwan","institution_ids":["https://openalex.org/I92172085"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016290340","display_name":"Yuguang Fang","orcid":"https://orcid.org/0000-0002-1079-3871"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuguang Fang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Florida, Gainesville, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5049890653"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":0.3977,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67899235,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"31","issue":"11","first_page":"2723","last_page":"2733"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994000196456909,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994000196456909,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8635437488555908},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6024101972579956},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5763564109802246},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5155630111694336},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5057353973388672},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5000913143157959},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4752205014228821},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45500728487968445},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.42589178681373596},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4170597791671753},{"id":"https://openalex.org/keywords/telecommunications-service","display_name":"Telecommunications service","score":0.4140878915786743},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20516526699066162},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19368013739585876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8635437488555908},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6024101972579956},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5763564109802246},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5155630111694336},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5057353973388672},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5000913143157959},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4752205014228821},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45500728487968445},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.42589178681373596},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4170597791671753},{"id":"https://openalex.org/C33271190","wikidata":"https://www.wikidata.org/wiki/Q3467747","display_name":"Telecommunications service","level":2,"score":0.4140878915786743},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20516526699066162},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19368013739585876},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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":1,"locations":[{"id":"doi:10.1109/tpds.2020.3001593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2020.3001593","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G3978041817","display_name":null,"funder_award_id":"MOST 106-2923-E-002-005-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G4171129187","display_name":null,"funder_award_id":"MOST 107-2221-E-002-042-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G4879654019","display_name":null,"funder_award_id":"MOST 108-2823-8-002-007-","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W170451593","https://openalex.org/W1680622244","https://openalex.org/W1920702274","https://openalex.org/W1976526581","https://openalex.org/W1984578990","https://openalex.org/W1984730635","https://openalex.org/W2052770734","https://openalex.org/W2104837959","https://openalex.org/W2122646361","https://openalex.org/W2161160262","https://openalex.org/W2162275200","https://openalex.org/W2196215201","https://openalex.org/W2265638863","https://openalex.org/W2331481034","https://openalex.org/W2342408547","https://openalex.org/W2473329891","https://openalex.org/W2550033059","https://openalex.org/W2551087083","https://openalex.org/W2562319768","https://openalex.org/W2565516711","https://openalex.org/W2611859280","https://openalex.org/W2766702586","https://openalex.org/W2766895153","https://openalex.org/W2775542991","https://openalex.org/W2782910051","https://openalex.org/W2786743105","https://openalex.org/W2793988933","https://openalex.org/W2808472075","https://openalex.org/W2899707580","https://openalex.org/W2963351448","https://openalex.org/W2963454111","https://openalex.org/W2964325005","https://openalex.org/W2970263181","https://openalex.org/W3002529007","https://openalex.org/W3138715001","https://openalex.org/W4211088184","https://openalex.org/W4212863985","https://openalex.org/W4320930577","https://openalex.org/W6640460044","https://openalex.org/W6646175012","https://openalex.org/W6687403153","https://openalex.org/W6729739840","https://openalex.org/W6739879593","https://openalex.org/W6746023985"],"related_works":["https://openalex.org/W3193043704","https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3171520305","https://openalex.org/W1924178503","https://openalex.org/W3135126032","https://openalex.org/W4308716060","https://openalex.org/W4280648719","https://openalex.org/W4386937079","https://openalex.org/W3189572500"],"abstract_inverted_index":{"Reliability":[0],"and":[1,22,115],"stability":[2],"have":[3],"been":[4],"treated":[5],"as":[6],"the":[7,11,33,52,58,61,70,73,98,111,131,136,139,144,154,158,162],"major":[8],"requirements":[9],"for":[10,24,44,97,110,161],"Business":[12],"Support":[13],"System":[14],"(BSS)":[15],"in":[16,69],"telecommunications":[17],"networks.":[18],"It":[19],"is":[20,78,82],"crucial":[21],"essential":[23],"service":[25],"providers":[26],"to":[27,85,93,122,126],"maintain":[28],"good":[29],"operating":[30],"state":[31,54],"of":[32,51,57,63,75,146],"BSS.":[34,59,99],"In":[35],"this":[36,102],"article,":[37],"we":[38,48,104],"aim":[39],"at":[40],"system":[41,64,76,95,112],"error":[42,96,113],"prediction":[43,114,159],"a":[45,106,116],"BSS,":[46],"i.e.,":[47],"predict":[49,94],"occurrences":[50,62],"abnormal":[53],"or":[55,89],"behavior":[56],"Because":[60],"errors":[65],"are":[66],"rare":[67],"events":[68],"BSS":[71],"(i.e.,":[72],"dataset":[74],"status":[77],"highly":[79,83],"imbalanced),":[80],"it":[81],"challenging":[84],"use":[86],"machine":[87,107],"learning":[88,91],"deep":[90],"algorithms":[92],"To":[100],"address":[101],"challenge,":[103],"propose":[105],"learning-based":[108],"framework":[109],"Frequency-based":[117],"Feature":[118],"Creation":[119],"(FFC)":[120],"algorithm":[121],"create":[123],"new":[124],"features":[125],"improve":[127],"prediction.":[128],"By":[129],"adding":[130],"time-series":[132],"information":[133],"created":[134],"by":[135],"existing":[137],"features,":[138],"proposed":[140],"FFC":[141,155],"can":[142],"amplify":[143],"effects":[145],"important":[147],"features.":[148],"Our":[149],"experimental":[150],"results":[151],"show":[152],"that":[153],"significantly":[156],"improves":[157],"performance":[160],"Random":[163],"Forest":[164],"algorithm.":[165]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}