{"id":"https://openalex.org/W2603028866","doi":"https://doi.org/10.1177/1550147717699625","title":"Mechanism of situation element acquisition based on deep auto-encoder network in wireless sensor networks","display_name":"Mechanism of situation element acquisition based on deep auto-encoder network in wireless sensor networks","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2603028866","doi":"https://doi.org/10.1177/1550147717699625","mag":"2603028866"},"language":"en","primary_location":{"id":"doi:10.1177/1550147717699625","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147717699625","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147717699625","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147717699625","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100694509","display_name":"Jiang Zhu","orcid":"https://orcid.org/0000-0002-4726-2206"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Zhu","raw_affiliation_strings":["Chongqing Key Laboratory of Mobile Communications Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Mobile Communications Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078435236","display_name":"Ming Yue","orcid":"https://orcid.org/0000-0002-2984-4659"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Ming","raw_affiliation_strings":["Chongqing Key Laboratory of Mobile Communications Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Mobile Communications Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081083121","display_name":"Yonghui Song","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghui Song","raw_affiliation_strings":["Chongqing Key Laboratory of Mobile Communications Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Mobile Communications Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100350760","display_name":"Sen Wang","orcid":"https://orcid.org/0000-0003-1537-8834"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sen Wang","raw_affiliation_strings":["Chongqing Key Laboratory of Mobile Communications Technology, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Mobile Communications Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5078435236"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":0.2081,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.6199794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"13","issue":"3","first_page":"155014771769962","last_page":"155014771769962"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9976999759674072,"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":0.9976999759674072,"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":0.9925000071525574,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9635000228881836,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/computer-science","display_name":"Computer science","score":0.8735608458518982},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5105841755867004},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.48176881670951843},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46217530965805054},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.4546357989311218},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4492012858390808},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.44752585887908936},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4382176399230957},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43276581168174744},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.362404465675354},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3340117633342743},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33130544424057007},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10239040851593018}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8735608458518982},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5105841755867004},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.48176881670951843},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46217530965805054},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.4546357989311218},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4492012858390808},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.44752585887908936},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4382176399230957},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43276581168174744},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.362404465675354},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3340117633342743},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33130544424057007},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10239040851593018},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/1550147717699625","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147717699625","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147717699625","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:13:y:2017:i:3:p:1550147717699625","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1177/1550147717699625","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:f4f7cce73fbb4f068f8c3c6e8771aac5","is_oa":false,"landing_page_url":"https://doaj.org/article/f4f7cce73fbb4f068f8c3c6e8771aac5","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 13 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/1550147717699625","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147717699625","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147717699625","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1554596310","https://openalex.org/W1994445591","https://openalex.org/W2003381716","https://openalex.org/W2006376235","https://openalex.org/W2024223694","https://openalex.org/W2033272835","https://openalex.org/W2053218116","https://openalex.org/W2075043017","https://openalex.org/W2076162529","https://openalex.org/W2111838090","https://openalex.org/W2140833774","https://openalex.org/W2148244131","https://openalex.org/W2155086857","https://openalex.org/W2275305079","https://openalex.org/W2283608423","https://openalex.org/W3099399408","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W4205302943","https://openalex.org/W2119949815","https://openalex.org/W2142795561","https://openalex.org/W2122678784","https://openalex.org/W2989915292","https://openalex.org/W2379948177","https://openalex.org/W2107949441","https://openalex.org/W2057601146"],"abstract_inverted_index":{"In":[0,47,63],"order":[1],"to":[2,12,59,82,103,127,139],"reduce":[3],"the":[4,15,50,67,84,92,98,105,110,117,129,134,143,147,155,162,167,170],"time":[5],"complexity":[6],"of":[7,19,28,66,86,112,116,142,149,158,166,176],"situation":[8,36,177],"element":[9,37],"acquisition":[10],"and":[11,77,97,114,153,164],"cope":[13],"with":[14],"low":[16],"detection":[17],"accuracy":[18,157,175],"small":[20,159],"class":[21,26],"samples":[22,30],"caused":[23],"by":[24,91],"imbalanced":[25],"distribution":[27],"attack":[29],"in":[31,109],"wireless":[32],"sensor":[33],"networks,":[34],"a":[35,69,173],"extraction":[38],"mechanism":[39],"based":[40,72],"on":[41,73],"deep":[42,51,118],"auto-encoder":[43,52],"network":[44,53,135],"is":[45,54,80,125],"proposed.":[46],"this":[48],"mechanism,":[49],"introduced":[55],"as":[56,138],"basic":[57],"classifier":[58],"identify":[60],"data":[61],"type.":[62],"hierarchical":[64],"training":[65,70],"auto-encoder,":[68],"method":[71],"cross-entropy":[74],"loss":[75],"function":[76],"back-propagation":[78],"algorithm":[79,124],"proposed":[81,126],"overcome":[83],"problem":[85],"weights":[87],"updating":[88,133],"too":[89],"slow":[90],"traditional":[93],"variance":[94],"cost":[95],"function,":[96],"momentum":[99],"factors":[100,178],"are":[101],"added":[102],"improve":[104,154],"convergence":[106],"performance.":[107],"Meanwhile,":[108],"stage":[111],"fine-tuning":[113],"classification":[115,156],"network,":[119],"an":[120],"active":[121],"online":[122,131],"sampling":[123],"select":[128],"sample":[130,151],"for":[132],"weights,":[136],"so":[137],"eliminate":[140],"redundancy":[141],"total":[144],"samples,":[145],"balance":[146],"amounts":[148],"all":[150],"types,":[152],"sample.":[160],"Through":[161],"simulation":[163],"analysis":[165],"instance":[168],"data,":[169],"scheme":[171],"has":[172],"good":[174],"extraction.":[179]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}