{"id":"https://openalex.org/W2526793952","doi":"https://doi.org/10.1109/tcyb.2016.2609999","title":"Excavation Equipment Recognition Based on Novel Acoustic Statistical Features","display_name":"Excavation Equipment Recognition Based on Novel Acoustic Statistical Features","publication_year":2016,"publication_date":"2016-09-30","ids":{"openalex":"https://openalex.org/W2526793952","doi":"https://doi.org/10.1109/tcyb.2016.2609999","mag":"2526793952","pmid":"https://pubmed.ncbi.nlm.nih.gov/28113532"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2016.2609999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2016.2609999","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5074063024","display_name":"Jiuwen Cao","orcid":"https://orcid.org/0000-0002-6480-5794"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiuwen Cao","raw_affiliation_strings":["Institute of Information and Control, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6480-5794","affiliations":[{"raw_affiliation_string":"Institute of Information and Control, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391706","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0001-6949-3796"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Key Laboratory for IOT and Information Fusion Technology of Zhejiang, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for IOT and Information Fusion Technology of Zhejiang, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036807368","display_name":"Jianzhong Wang","orcid":"https://orcid.org/0000-0001-7353-5995"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianzhong Wang","raw_affiliation_strings":["Institute of Information and Control, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information and Control, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081998740","display_name":"Ruirong Wang","orcid":"https://orcid.org/0000-0003-3187-1418"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruirong Wang","raw_affiliation_strings":["College of Life Information Science and Instrument Engineering, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Life Information Science and Instrument Engineering, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074063024"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":null,"apc_paid":null,"fwci":23.7078,"has_fulltext":false,"cited_by_count":79,"citation_normalized_percentile":{"value":0.99792669,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"47","issue":"12","first_page":"4392","last_page":"4404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/T11220","display_name":"Water Systems and Optimization","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/T12676","display_name":"Machine Learning and ELM","score":0.9901999831199646,"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/support-vector-machine","display_name":"Support vector machine","score":0.5582754611968994},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5379763841629028},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.49187374114990234},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4827525019645691},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4812007546424866},{"id":"https://openalex.org/keywords/excavation","display_name":"Excavation","score":0.47470253705978394},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4602147340774536},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4251047670841217},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4209305942058563},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4016875624656677},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.37220877408981323}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5582754611968994},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5379763841629028},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.49187374114990234},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4827525019645691},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4812007546424866},{"id":"https://openalex.org/C31858485","wikidata":"https://www.wikidata.org/wiki/Q959782","display_name":"Excavation","level":2,"score":0.47470253705978394},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4602147340774536},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4251047670841217},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4209305942058563},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4016875624656677},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.37220877408981323},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2016.2609999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2016.2609999","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:28113532","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28113532","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,"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":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1959406705","display_name":null,"funder_award_id":"61503104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3245251595","display_name":null,"funder_award_id":"61427808","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":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1551640747","https://openalex.org/W1811383104","https://openalex.org/W1964598692","https://openalex.org/W1965392255","https://openalex.org/W1980713635","https://openalex.org/W1981252300","https://openalex.org/W1987390907","https://openalex.org/W2002844166","https://openalex.org/W2007146523","https://openalex.org/W2009471830","https://openalex.org/W2019712329","https://openalex.org/W2026131661","https://openalex.org/W2030077148","https://openalex.org/W2031878488","https://openalex.org/W2036211147","https://openalex.org/W2037250283","https://openalex.org/W2048629585","https://openalex.org/W2057731362","https://openalex.org/W2061065224","https://openalex.org/W2082459479","https://openalex.org/W2088850873","https://openalex.org/W2089683113","https://openalex.org/W2098290011","https://openalex.org/W2111072639","https://openalex.org/W2119821739","https://openalex.org/W2138260443","https://openalex.org/W2142837527","https://openalex.org/W2153635508","https://openalex.org/W2157519031","https://openalex.org/W2164244439","https://openalex.org/W2172000360","https://openalex.org/W2172153252","https://openalex.org/W2214628823","https://openalex.org/W2263753685","https://openalex.org/W2273476706","https://openalex.org/W2320731227","https://openalex.org/W2343025113","https://openalex.org/W2343359588","https://openalex.org/W2344531169","https://openalex.org/W2345286138","https://openalex.org/W2463468632","https://openalex.org/W2464380845","https://openalex.org/W2511220713","https://openalex.org/W2524029051","https://openalex.org/W4239510810","https://openalex.org/W6688690571","https://openalex.org/W6719363870"],"related_works":["https://openalex.org/W2286924402","https://openalex.org/W2390668313","https://openalex.org/W2351306093","https://openalex.org/W2394332080","https://openalex.org/W2354332086","https://openalex.org/W2370343812","https://openalex.org/W2381236396","https://openalex.org/W4316465752","https://openalex.org/W2767479073","https://openalex.org/W2494870706"],"abstract_inverted_index":{"Excavation":[0],"equipment":[1],"recognition":[2,155],"attracts":[3],"increasing":[4],"attentions":[5],"in":[6,13,148],"recent":[7],"years":[8],"due":[9],"to":[10,65,97,129],"its":[11],"significance":[12],"underground":[14],"pipeline":[15],"network":[16],"protection":[17],"and":[18,58,79,115,146],"civil":[19],"construction":[20,151],"management.":[21],"In":[22],"this":[23],"paper,":[24],"a":[25,80,149],"novel":[26,81],"classification":[27],"algorithm":[28,143],"based":[29],"on":[30,86],"acoustics":[31,89],"processing":[32],"is":[33,83,144],"proposed":[34,103],"for":[35,153],"four":[36,92],"representative":[37],"excavation":[38,93],"equipments.":[39],"New":[40],"acoustic":[41,67,75],"statistical":[42],"features,":[43],"namely,":[44],"the":[45,91,99,102,121,131],"short":[46],"frame":[47],"energy":[48,56],"ratio,":[49,54],"concentration":[50],"of":[51,60,73,90,101,134],"spectrum":[52],"amplitude":[53],"truncated":[55],"range,":[57],"interval":[59],"pulse":[61],"are":[62,77,95,127],"first":[63],"developed":[64,145],"characterize":[66],"signals.":[68],"Then,":[69],"probability":[70],"density":[71],"distributions":[72],"these":[74],"features":[76],"analyzed":[78],"classifier":[82],"presented.":[84],"Experiments":[85],"real":[87,138],"recorded":[88],"devices":[94],"conducted":[96],"demonstrate":[98],"effectiveness":[100],"algorithm.":[104],"Comparisons":[105],"with":[106,120],"two":[107],"popular":[108,122],"machine":[109,114],"learning":[110,117],"methods,":[111],"support":[112],"vector":[113],"extreme":[116],"machine,":[118],"combined":[119],"linear":[123],"prediction":[124],"cepstral":[125],"coefficients":[126],"provided":[128],"show":[130],"generalization":[132],"capability":[133],"our":[135,142],"method.":[136],"A":[137],"surveillance":[139],"system":[140],"using":[141],"installed":[147],"metro":[150],"site":[152],"real-time":[154],"performance":[156],"validation.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":32},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
