{"id":"https://openalex.org/W4366235199","doi":"https://doi.org/10.1371/journal.pone.0284316","title":"Multi-disturbance identification from mine wind-velocity data based on MSSW and WPT-GBDT","display_name":"Multi-disturbance identification from mine wind-velocity data based on MSSW and WPT-GBDT","publication_year":2023,"publication_date":"2023-04-18","ids":{"openalex":"https://openalex.org/W4366235199","doi":"https://doi.org/10.1371/journal.pone.0284316","pmid":"https://pubmed.ncbi.nlm.nih.gov/37071602","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10112794"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pone.0284316","doi":"https://doi.org/10.1371/journal.pone.0284316","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0284316","pdf_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0284316&type=printable","source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0284316&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064866214","display_name":"Wentian Shang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentian Shang","raw_affiliation_strings":["College of Safety Science and Engineering, Liaoning Technical University, Huludao, Liaoning, PR China","Key Laboratory of Mine Thermal Power Disaster and Prevention of Ministry of Education, Liaoning Technical University, Huludao, Liaoning, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Safety Science and Engineering, Liaoning Technical University, Huludao, Liaoning, PR China","institution_ids":["https://openalex.org/I176808543"]},{"raw_affiliation_string":"Key Laboratory of Mine Thermal Power Disaster and Prevention of Ministry of Education, Liaoning Technical University, Huludao, Liaoning, PR China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110376673","display_name":"Lijun Deng","orcid":"https://orcid.org/0000-0002-5446-1692","observed_orcids":["https://orcid.org/0000-0002-5446-1692"]},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lijun Deng","raw_affiliation_strings":["College of Safety Science and Engineering, Liaoning Technical University, Huludao, Liaoning, PR China","Key Laboratory of Mine Thermal Power Disaster and Prevention of Ministry of Education, Liaoning Technical University, Huludao, Liaoning, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Safety Science and Engineering, Liaoning Technical University, Huludao, Liaoning, PR China","institution_ids":["https://openalex.org/I176808543"]},{"raw_affiliation_string":"Key Laboratory of Mine Thermal Power Disaster and Prevention of Ministry of Education, Liaoning Technical University, Huludao, Liaoning, PR China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086864360","display_name":"Jian Liu","orcid":"https://orcid.org/0000-0002-5076-6421","observed_orcids":["https://orcid.org/0000-0002-5076-6421","https://orcid.org/0000-0002-7141-9621"]},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Liu","raw_affiliation_strings":["College of Safety Science and Engineering, Liaoning Technical University, Huludao, Liaoning, PR China","Key Laboratory of Mine Thermal Power Disaster and Prevention of Ministry of Education, Liaoning Technical University, Huludao, Liaoning, PR China"],"raw_orcid":"https://orcid.org/0000-0002-5076-6421","affiliations":[{"raw_affiliation_string":"College of Safety Science and Engineering, Liaoning Technical University, Huludao, Liaoning, PR China","institution_ids":["https://openalex.org/I176808543"]},{"raw_affiliation_string":"Key Laboratory of Mine Thermal Power Disaster and Prevention of Ministry of Education, Liaoning Technical University, Huludao, Liaoning, PR China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003840122","display_name":"Yukai Zhou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yukai Zhou","raw_affiliation_strings":["College of Safety Science and Engineering, Liaoning Technical University, Huludao, Liaoning, PR China","Key Laboratory of Mine Thermal Power Disaster and Prevention of Ministry of Education, Liaoning Technical University, Huludao, Liaoning, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Safety Science and Engineering, Liaoning Technical University, Huludao, Liaoning, PR China","institution_ids":["https://openalex.org/I176808543"]},{"raw_affiliation_string":"Key Laboratory of Mine Thermal Power Disaster and Prevention of Ministry of Education, Liaoning Technical University, Huludao, Liaoning, PR China","institution_ids":["https://openalex.org/I176808543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5110376673"],"corresponding_institution_ids":["https://openalex.org/I176808543"],"apc_list":{"value":1805,"currency":"USD","value_usd":1805},"apc_paid":{"value":1805,"currency":"USD","value_usd":1805},"fwci":0.6178,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.647592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"18","issue":"4","first_page":"e0284316","last_page":"e0284316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14091","display_name":"Industrial and Mining Safety","score":0.40450000762939453,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14091","display_name":"Industrial and Mining Safety","score":0.40450000762939453,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14392","display_name":"Geoscience and Mining Technology","score":0.1266999989748001,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.08860000222921371,"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/disturbance-detection","display_name":"disturbance detection","score":0.8149999976158142},{"id":"https://openalex.org/keywords/false-alarm-reduction","display_name":"false alarm reduction","score":0.6809999942779541},{"id":"https://openalex.org/keywords/wavelet-packet-decomposition","display_name":"wavelet packet decomposition","score":0.8640000224113464},{"id":"https://openalex.org/keywords/gradient-boosted-decision-trees","display_name":"gradient boosting decision tree","score":0.9620000123977661},{"id":"https://openalex.org/keywords/lasso","display_name":"LASSO","score":0.8349999785423279},{"id":"https://openalex.org/keywords/underground-mining-safety","display_name":"underground mining safety","score":0.5400000214576721}],"concepts":[{"id":"https://openalex.org/C2777601987","wikidata":"https://www.wikidata.org/wiki/Q5283581","display_name":"Disturbance (geology)","level":2,"score":0.6853706240653992},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5657788515090942},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5078261494636536},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.4815235733985901},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.45334598422050476},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4328123927116394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.429014652967453},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.41761380434036255},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4145750105381012},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.41188639402389526},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41068726778030396},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.22664755582809448},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20970556139945984},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.20662176609039307},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.18242013454437256},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13089513778686523},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014919","descriptor_name":"Wind","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1371/journal.pone.0284316","doi":"https://doi.org/10.1371/journal.pone.0284316","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0284316","pdf_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0284316&type=printable","source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10112794","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10112794","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10112794/pdf/pone.0284316.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS One","raw_type":"Text"},{"id":"pmid:37071602","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37071602","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PloS one","raw_type":"Journal Article"},{"id":"pmh:oai:RePEc:plo:pone00:0284316","doi":null,"is_oa":false,"landing_page_url":"https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0284316","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,"listed_in":[],"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:6a7909d281f349f182cda0aa3baa7d6d","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/6a7909d281f349f182cda0aa3baa7d6d","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,"listed_in":[],"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":"PLoS ONE, Vol 18, Iss 4, p e0284316 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1371/journal.pone.0284316","doi":"https://doi.org/10.1371/journal.pone.0284316","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0284316","pdf_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0284316&type=printable","source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G8992056914","display_name":null,"funder_award_id":"51904143","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4366235199.pdf","grobid_xml":"https://content.openalex.org/works/W4366235199.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W2046388602","https://openalex.org/W2063673099","https://openalex.org/W2130187411","https://openalex.org/W2155622525","https://openalex.org/W2490270993","https://openalex.org/W2513604103","https://openalex.org/W2792601461","https://openalex.org/W2800688771","https://openalex.org/W2807413644","https://openalex.org/W2887656262","https://openalex.org/W2914790694","https://openalex.org/W2919785014","https://openalex.org/W2953382659","https://openalex.org/W2986061801","https://openalex.org/W3017765730","https://openalex.org/W3033172521","https://openalex.org/W3048646402","https://openalex.org/W3086406372","https://openalex.org/W3088162569","https://openalex.org/W3088400790","https://openalex.org/W3095232772","https://openalex.org/W3150796111","https://openalex.org/W3153422001","https://openalex.org/W3167039906","https://openalex.org/W3185614441","https://openalex.org/W3198048317","https://openalex.org/W3214386898","https://openalex.org/W4214571488","https://openalex.org/W4295533106"],"related_works":["https://openalex.org/W4295533106","https://openalex.org/W4403650376","https://openalex.org/W2125303617","https://openalex.org/W2289409558","https://openalex.org/W4320802598","https://openalex.org/W4256554494","https://openalex.org/W4409352175","https://openalex.org/W6884756575","https://openalex.org/W4367277073","https://openalex.org/W4315978876"],"abstract_inverted_index":{"To":[0],"overcome":[1],"the":[2,25,48,53,72,76,97,111,115,119,126,137],"false":[3],"alarm":[4],"problem":[5],"that":[6],"arises":[7],"for":[8,136,164],"mine":[9],"wind-velocity":[10,19,45],"sensors":[11],"due":[12],"to":[13,109,146],"air-door":[14,98,147],"and":[15,29,59,84,93,123,132,135,154],"mine-car":[16],"operation,":[17,148],"a":[18,39,60,89,160],"disturbance":[20,77,116,143],"identification":[21,78,117],"method":[22,112,128,163],"based":[23],"on":[24,71],"wavelet":[26,49],"packet":[27,50],"transform":[28,51],"gradient":[30,61],"lifting":[31,62],"decision":[32,63],"tree":[33,64],"is":[34,68,101,107],"proposed.":[35],"In":[36,86],"this":[37],"method,":[38],"multi-scale":[40],"sliding":[41],"window":[42],"discretizes":[43],"continuous":[44],"monitoring":[46],"data,":[47,58],"extracts":[52],"hidden":[54],"features":[55],"of":[56,125,142],"discrete":[57],"multi-disturbance":[65],"classification":[66],"model":[67],"established.":[69],"Based":[70],"overlap":[73],"degree":[74],"rule,":[75],"results":[79],"are":[80,129,151],"merged,":[81],"modified,":[82],"combined,":[83],"optimized.":[85],"accordance":[87],"with":[88],"least":[90],"absolute":[91],"shrinkage":[92],"selection":[94],"operator":[95],"regression,":[96],"operation":[99],"information":[100,144],"further":[102,140],"extracted.":[103],"A":[104],"similarity":[105],"experiment":[106],"performed":[108],"verify":[110],"performance.":[113],"For":[114],"task,":[118],"recognition":[120,162],"accuracy,":[121,122],"recall":[124],"proposed":[127],"94.58%,":[130],"95.70%":[131],"92.99%,":[133],"respectively,":[134],"task":[138],"involving":[139],"extraction":[141],"related":[145],"those":[149],"values":[150],"72.36%,":[152],"73.08%,":[153],"71.02%,":[155],"respectively.":[156],"This":[157],"algorithm":[158],"gives":[159],"new":[161],"abnormal":[165],"time":[166],"series":[167],"data.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2023-04-20T00:00:00"}