{"id":"https://openalex.org/W1996178266","doi":"https://doi.org/10.1515/jisys-2014-0004","title":"WNN-Based Prediction of Security Situation Awareness for the Civil Aviation Network","display_name":"WNN-Based Prediction of Security Situation Awareness for the Civil Aviation Network","publication_year":2014,"publication_date":"2014-04-09","ids":{"openalex":"https://openalex.org/W1996178266","doi":"https://doi.org/10.1515/jisys-2014-0004","mag":"1996178266"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2014-0004","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2014-0004","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2014-0004/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2014-0004/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041611538","display_name":"Lan Ma","orcid":"https://orcid.org/0000-0002-5318-0768"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lan Ma","raw_affiliation_strings":["School of Air Traffic Management, Civil Aviation University of China, No. 2898 Jinbei Road, Dongli District, Tianjin 300300, China","1School of Air Traffic Management, Civil Aviation University of China, No. 2898 Jinbei Road, Dongli District, Tianjin 300300, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Air Traffic Management, Civil Aviation University of China, No. 2898 Jinbei Road, Dongli District, Tianjin 300300, China","institution_ids":["https://openalex.org/I28813325"]},{"raw_affiliation_string":"1School of Air Traffic Management, Civil Aviation University of China, No. 2898 Jinbei Road, Dongli District, Tianjin 300300, China","institution_ids":["https://openalex.org/I28813325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090036028","display_name":"Shaopu Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaopu Ma","raw_affiliation_strings":["Electronics & Information Engineering , Civil Aviation University of China, Tianjin 300300, China","2Electronics & Information Engineering , Civil Aviation University of China, Tianjin 300300, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics & Information Engineering , Civil Aviation University of China, Tianjin 300300, China","institution_ids":["https://openalex.org/I28813325"]},{"raw_affiliation_string":"2Electronics & Information Engineering , Civil Aviation University of China, Tianjin 300300, China","institution_ids":["https://openalex.org/I28813325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083430909","display_name":"Zhijun Wu","orcid":"https://orcid.org/0000-0002-0691-1767"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijun Wu","raw_affiliation_strings":["Electronics & Information Engineering , Civil Aviation University of China, Tianjin 300300, China","2Electronics & Information Engineering , Civil Aviation University of China, Tianjin 300300, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics & Information Engineering , Civil Aviation University of China, Tianjin 300300, China","institution_ids":["https://openalex.org/I28813325"]},{"raw_affiliation_string":"2Electronics & Information Engineering , Civil Aviation University of China, Tianjin 300300, China","institution_ids":["https://openalex.org/I28813325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041611538"],"corresponding_institution_ids":["https://openalex.org/I28813325"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.15620836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"24","issue":"1","first_page":"55","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9714999794960022,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/civil-aviation","display_name":"Civil aviation","score":0.8540371656417847},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.7626413106918335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6368764042854309},{"id":"https://openalex.org/keywords/aviation","display_name":"Aviation","score":0.5799894332885742},{"id":"https://openalex.org/keywords/airport-security","display_name":"Airport security","score":0.570519208908081},{"id":"https://openalex.org/keywords/situation-analysis","display_name":"Situation analysis","score":0.5562470555305481},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5439325571060181},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.44848594069480896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4379737377166748},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.37943923473358154},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3358660936355591},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21350669860839844}],"concepts":[{"id":"https://openalex.org/C512918668","wikidata":"https://www.wikidata.org/wiki/Q206814","display_name":"Civil aviation","level":3,"score":0.8540371656417847},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.7626413106918335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6368764042854309},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.5799894332885742},{"id":"https://openalex.org/C180646296","wikidata":"https://www.wikidata.org/wiki/Q1378517","display_name":"Airport security","level":2,"score":0.570519208908081},{"id":"https://openalex.org/C14911803","wikidata":"https://www.wikidata.org/wiki/Q7532148","display_name":"Situation analysis","level":2,"score":0.5562470555305481},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5439325571060181},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.44848594069480896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4379737377166748},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37943923473358154},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3358660936355591},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21350669860839844},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2014-0004","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2014-0004","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2014-0004/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d1f12b24d2e549239a02d70a1b1edf6f","is_oa":true,"landing_page_url":"https://doaj.org/article/d1f12b24d2e549239a02d70a1b1edf6f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 24, Iss 1, Pp 55-67 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2014-0004","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2014-0004","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2014-0004/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2051425181","display_name":"\u57fa\u4e8eDSP\u7684LDoS/LDDoS\u653b\u51fb\u5efa\u6a21\u3001\u68c0\u6d4b\u548c\u8fc7\u6ee4\u65b9\u6cd5\u7684\u7814\u7a76","funder_award_id":"61170328","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3106615617","display_name":null,"funder_award_id":"12JCZDJC20900","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G5967207286","display_name":null,"funder_award_id":"U1333116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6503680059","display_name":null,"funder_award_id":"2014-2016","funder_id":"https://openalex.org/F4320321565","funder_display_name":"Civil Aviation University of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321565","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37"},{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1996178266.pdf","grobid_xml":"https://content.openalex.org/works/W1996178266.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1982263943","https://openalex.org/W2110658950","https://openalex.org/W2152201658","https://openalex.org/W2167178068","https://openalex.org/W6645757951","https://openalex.org/W6684228870"],"related_works":["https://openalex.org/W2479339367","https://openalex.org/W3008256950","https://openalex.org/W3156399584","https://openalex.org/W95064529","https://openalex.org/W2904156342","https://openalex.org/W2911268510","https://openalex.org/W4327523274","https://openalex.org/W2360539989","https://openalex.org/W2067037711","https://openalex.org/W170865947"],"abstract_inverted_index":{"Abstract":[0],"The":[1,54,80],"security":[2,36,73],"of":[3,21,35,49,72,90],"the":[4,18,25,39,47,50,58,70,76,88],"civil":[5,26,77],"aviation":[6,27,78],"network":[7,43],"is":[8,17,44],"closely":[9],"related":[10],"to":[11],"flight":[12],"safety.":[13],"Security":[14],"situation":[15],"prediction":[16,33,71,95],"advanced":[19],"stage":[20],"situational":[22],"awareness":[23],"in":[24,75],"network.":[28,53,79],"In":[29],"this":[30,85],"article,":[31],"a":[32,65],"approach":[34,56,86],"situations":[37,74],"for":[38,69],"air":[40],"traffic":[41],"management":[42],"proposed":[45,55],"on":[46],"basis":[48],"wavelet":[51,59],"neural":[52,62],"adopts":[57],"theory":[60],"and":[61,93],"network,":[63],"combining":[64],"time-series":[66],"forecasting":[67],"method":[68],"experimental":[81],"results":[82],"show":[83],"that":[84],"has":[87],"advantages":[89],"fast":[91],"training":[92],"high":[94],"accuracy.":[96]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}