{"id":"https://openalex.org/W2535202761","doi":"https://doi.org/10.1109/fskd.2016.7603336","title":"A coal mine safety evaluation method based on concept drifting data stream classification","display_name":"A coal mine safety evaluation method based on concept drifting data stream classification","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2535202761","doi":"https://doi.org/10.1109/fskd.2016.7603336","mag":"2535202761"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2016.7603336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2016.7603336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 12th 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/A5053945147","display_name":"Gang Sun","orcid":"https://orcid.org/0000-0002-2448-8915"},"institutions":[{"id":"https://openalex.org/I13175533","display_name":"Fuyang Normal University","ror":"https://ror.org/02njz9p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I13175533"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gang Sun","raw_affiliation_strings":["School of Computer and Information Engineering, Fuyang Teachers College, Fuyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Fuyang Teachers College, Fuyang, China","institution_ids":["https://openalex.org/I13175533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101779733","display_name":"Zhongxin Wang","orcid":"https://orcid.org/0000-0002-8700-0446"},"institutions":[{"id":"https://openalex.org/I13175533","display_name":"Fuyang Normal University","ror":"https://ror.org/02njz9p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I13175533"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongxin Wang","raw_affiliation_strings":["School of Computer and Information Engineering, Fuyang Teachers College, Fuyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Fuyang Teachers College, Fuyang, China","institution_ids":["https://openalex.org/I13175533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047727424","display_name":"Jia Zhao","orcid":"https://orcid.org/0000-0002-7440-0109"},"institutions":[{"id":"https://openalex.org/I13175533","display_name":"Fuyang Normal University","ror":"https://ror.org/02njz9p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I13175533"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Zhao","raw_affiliation_strings":["School of Computer and Information Engineering, Fuyang Teachers College, Fuyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Fuyang Teachers College, Fuyang, China","institution_ids":["https://openalex.org/I13175533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014860637","display_name":"Hao Wang","orcid":"https://orcid.org/0000-0002-9613-6169"},"institutions":[{"id":"https://openalex.org/I13175533","display_name":"Fuyang Normal University","ror":"https://ror.org/02njz9p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I13175533"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wang","raw_affiliation_strings":["School of Computer and Information Engineering, Fuyang Teachers College, Fuyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Fuyang Teachers College, Fuyang, China","institution_ids":["https://openalex.org/I13175533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024833338","display_name":"Huaping Zhou","orcid":"https://orcid.org/0000-0002-4419-0825"},"institutions":[{"id":"https://openalex.org/I184681353","display_name":"Anhui University of Science and Technology","ror":"https://ror.org/00q9atg80","country_code":"CN","type":"education","lineage":["https://openalex.org/I184681353"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaping Zhou","raw_affiliation_strings":["School of Computer Science and Engineering, Anhui University of Science and Technology, Huainan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Anhui University of Science and Technology, Huainan, China","institution_ids":["https://openalex.org/I184681353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016447636","display_name":"Kelei Sun","orcid":"https://orcid.org/0000-0002-3966-2031"},"institutions":[{"id":"https://openalex.org/I184681353","display_name":"Anhui University of Science and Technology","ror":"https://ror.org/00q9atg80","country_code":"CN","type":"education","lineage":["https://openalex.org/I184681353"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kelei Sun","raw_affiliation_strings":["School of Computer Science and Engineering, Anhui University of Science and Technology, Huainan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Anhui University of Science and Technology, Huainan, China","institution_ids":["https://openalex.org/I184681353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5053945147"],"corresponding_institution_ids":["https://openalex.org/I13175533"],"apc_list":null,"apc_paid":null,"fwci":1.7774,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89666403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1125","last_page":"1129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998000264167786,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9896000027656555,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/coal-mining","display_name":"Coal mining","score":0.7448004484176636},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6324355602264404},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6103679537773132},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5813323259353638},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.541039228439331},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5101871490478516},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.5025491714477539},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.49106884002685547},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4659387171268463},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.44508928060531616},{"id":"https://openalex.org/keywords/safety-monitoring","display_name":"Safety monitoring","score":0.44008690118789673},{"id":"https://openalex.org/keywords/coal","display_name":"Coal","score":0.3830846846103668},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2289872169494629},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19285356998443604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15528813004493713}],"concepts":[{"id":"https://openalex.org/C108615695","wikidata":"https://www.wikidata.org/wiki/Q12880211","display_name":"Coal mining","level":3,"score":0.7448004484176636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6324355602264404},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6103679537773132},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5813323259353638},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.541039228439331},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5101871490478516},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.5025491714477539},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.49106884002685547},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4659387171268463},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.44508928060531616},{"id":"https://openalex.org/C2777488183","wikidata":"https://www.wikidata.org/wiki/Q6900510","display_name":"Safety monitoring","level":2,"score":0.44008690118789673},{"id":"https://openalex.org/C518851703","wikidata":"https://www.wikidata.org/wiki/Q24489","display_name":"Coal","level":2,"score":0.3830846846103668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2289872169494629},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19285356998443604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15528813004493713},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2016.7603336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2016.7603336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322537","display_name":"Shenhua Group","ror":"https://ror.org/03x0rzg54"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W27170557","https://openalex.org/W204956852","https://openalex.org/W1532554355","https://openalex.org/W1585854823","https://openalex.org/W1990079212","https://openalex.org/W1992377221","https://openalex.org/W1999038366","https://openalex.org/W2010657328","https://openalex.org/W2022775778","https://openalex.org/W2132851185","https://openalex.org/W2134125037","https://openalex.org/W2136185850","https://openalex.org/W2140164381","https://openalex.org/W2181720966","https://openalex.org/W4241336979","https://openalex.org/W4255466416","https://openalex.org/W4285719527","https://openalex.org/W6685581855"],"related_works":["https://openalex.org/W4307392573","https://openalex.org/W2802243998","https://openalex.org/W2736127210","https://openalex.org/W2329342202","https://openalex.org/W2574092225","https://openalex.org/W4200217704","https://openalex.org/W2161835057","https://openalex.org/W1521014365","https://openalex.org/W2740428142","https://openalex.org/W2187127952"],"abstract_inverted_index":{"Monitoring":[0],"data":[1,7,17,32,90,99],"in":[2,38,89],"coal":[3,14,109],"mine":[4,15,23,110],"is":[5,41],"essentially":[6],"stream.":[8],"With":[9],"the":[10,63,69,82],"change":[11],"of":[12,58],"environment,":[13],"monitoring":[16],"stream":[18,33],"implied":[19],"concept":[20,30,77,87],"drifts.":[21],"Coal":[22],"safety":[24,111],"evaluation":[25],"can":[26,84],"be":[27],"seen":[28],"as":[29],"drifting":[31],"classification.":[34],"The":[35],"method":[36,83],"proposed":[37],"this":[39],"paper":[40],"based":[42],"on":[43],"random":[44,59],"decision":[45],"tree":[46],"model,":[47],"and":[48,54,66,92,101],"it":[49,67,93,102],"uses":[50,68],"Hoeffding":[51,73],"Bounds":[52,74],"inequality":[53,75],"information":[55],"entropy":[56],"instead":[57],"selection":[60],"to":[61],"determine":[62],"split":[64],"point,":[65],"threshold":[70],"determined":[71],"by":[72],"detect":[76,86],"drift.":[78],"Experimental":[79],"results":[80],"show":[81],"better":[85,95],"drifts":[88],"stream,":[91,100],"has":[94],"classification":[96],"accuracy":[97],"for":[98,108],"provides":[103],"a":[104],"new":[105],"practical":[106],"approach":[107],"evaluation.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
