{"id":"https://openalex.org/W3043036965","doi":"https://doi.org/10.3390/informatics7030023","title":"Improving Smart Cities Safety Using Sound Events Detection Based on Deep Neural Network Algorithms","display_name":"Improving Smart Cities Safety Using Sound Events Detection Based on Deep Neural Network Algorithms","publication_year":2020,"publication_date":"2020-07-20","ids":{"openalex":"https://openalex.org/W3043036965","doi":"https://doi.org/10.3390/informatics7030023","mag":"3043036965"},"language":"en","primary_location":{"id":"doi:10.3390/informatics7030023","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics7030023","pdf_url":"https://www.mdpi.com/2227-9709/7/3/23/pdf?version=1595386831","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9709/7/3/23/pdf?version=1595386831","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088167386","display_name":"Giuseppe Ciaburro","orcid":"https://orcid.org/0000-0002-2972-0701"},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giuseppe Ciaburro","raw_affiliation_strings":["Dipartimento di Architettura e Disegno Industriale, Universit\u00e0 degli Studi della Campania Luigi Vanvitelli, 81031 Aversa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2972-0701","affiliations":[{"raw_affiliation_string":"Dipartimento di Architettura e Disegno Industriale, Universit\u00e0 degli Studi della Campania Luigi Vanvitelli, 81031 Aversa, Italy","institution_ids":["https://openalex.org/I197809005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039998278","display_name":"Gino Iannace","orcid":"https://orcid.org/0000-0003-3182-3934"},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gino Iannace","raw_affiliation_strings":["Dipartimento di Architettura e Disegno Industriale, Universit\u00e0 degli Studi della Campania Luigi Vanvitelli, 81031 Aversa, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3182-3934","affiliations":[{"raw_affiliation_string":"Dipartimento di Architettura e Disegno Industriale, Universit\u00e0 degli Studi della Campania Luigi Vanvitelli, 81031 Aversa, Italy","institution_ids":["https://openalex.org/I197809005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088167386"],"corresponding_institution_ids":["https://openalex.org/I197809005"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":8.053,"has_fulltext":true,"cited_by_count":76,"citation_normalized_percentile":{"value":0.98434136,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"7","issue":"3","first_page":"23","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9983000159263611,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9925000071525574,"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/T12486","display_name":"Food Supply Chain Traceability","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.782650351524353},{"id":"https://openalex.org/keywords/terrorism","display_name":"Terrorism","score":0.6637308597564697},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6427152156829834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5694835186004639},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.5597403645515442},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43365800380706787},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.42706066370010376},{"id":"https://openalex.org/keywords/public-security","display_name":"Public security","score":0.41840866208076477},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3632378578186035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2938072085380554},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.21865049004554749},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.218053936958313},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11521685123443604},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.0966961681842804}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.782650351524353},{"id":"https://openalex.org/C203133693","wikidata":"https://www.wikidata.org/wiki/Q7283","display_name":"Terrorism","level":2,"score":0.6637308597564697},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6427152156829834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5694835186004639},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5597403645515442},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43365800380706787},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.42706066370010376},{"id":"https://openalex.org/C2986045029","wikidata":"https://www.wikidata.org/wiki/Q294240","display_name":"Public security","level":2,"score":0.41840866208076477},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3632378578186035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2938072085380554},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.21865049004554749},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.218053936958313},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11521685123443604},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0966961681842804},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C3116431","wikidata":"https://www.wikidata.org/wiki/Q31728","display_name":"Public administration","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/informatics7030023","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics7030023","pdf_url":"https://www.mdpi.com/2227-9709/7/3/23/pdf?version=1595386831","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8dd4925787624e6190d6ae9fc2eae1c6","is_oa":true,"landing_page_url":"https://doaj.org/article/8dd4925787624e6190d6ae9fc2eae1c6","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics, Vol 7, Iss 3, p 23 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2227-9709/7/3/23/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/informatics7030023","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics; Volume 7; Issue 3; Pages: 23","raw_type":"Text"},{"id":"pmh:oai:zenodo.org:157006","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/157006","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/informatics7030023","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics7030023","pdf_url":"https://www.mdpi.com/2227-9709/7/3/23/pdf?version=1595386831","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3043036965.pdf","grobid_xml":"https://content.openalex.org/works/W3043036965.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W18112494","https://openalex.org/W570010977","https://openalex.org/W585709381","https://openalex.org/W601174185","https://openalex.org/W1523493493","https://openalex.org/W1605417594","https://openalex.org/W1665214252","https://openalex.org/W1686810756","https://openalex.org/W1967281786","https://openalex.org/W2039391674","https://openalex.org/W2070304086","https://openalex.org/W2123476073","https://openalex.org/W2130553876","https://openalex.org/W2147175181","https://openalex.org/W2526050071","https://openalex.org/W2614221804","https://openalex.org/W2734691436","https://openalex.org/W2784243954","https://openalex.org/W2794326922","https://openalex.org/W2798158991","https://openalex.org/W2811482466","https://openalex.org/W2888386709","https://openalex.org/W2890106926","https://openalex.org/W2896556344","https://openalex.org/W2899707326","https://openalex.org/W2902072648","https://openalex.org/W2903880955","https://openalex.org/W2912325838","https://openalex.org/W2939880928","https://openalex.org/W2940179095","https://openalex.org/W2941608808","https://openalex.org/W2943162653","https://openalex.org/W2946075407","https://openalex.org/W2949382160","https://openalex.org/W2950863887","https://openalex.org/W2955425717","https://openalex.org/W2962956752","https://openalex.org/W2981733351","https://openalex.org/W2983573865","https://openalex.org/W3004817273","https://openalex.org/W3011844345","https://openalex.org/W3027937556","https://openalex.org/W3031982439","https://openalex.org/W3042213303","https://openalex.org/W3123940584","https://openalex.org/W3177489271","https://openalex.org/W4230706911","https://openalex.org/W6779350907"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W4212885606"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"security":[3,67],"in":[4,115,159],"urban":[5,161],"areas":[6],"has":[7],"gradually":[8],"assumed":[9],"a":[10,25,29,56,70,128],"central":[11],"position,":[12],"focusing":[13],"increasing":[14],"attention":[15],"on":[16,43,151,181],"citizens,":[17],"institutions":[18],"and":[19,46,135,178],"political":[20],"forces.":[21],"Security":[22],"problems":[23,36],"have":[24],"different":[26],"nature\u2014to":[27],"name":[28],"few,":[30],"we":[31],"can":[32],"think":[33],"of":[34,53,62,65,78,82,124,138,147,154,157,167,171,186,200,207],"the":[35,50,76,96,119,122,132,136,145,152,155,165,173,198,205],"deriving":[37],"from":[38],"citizens\u2019":[39,89],"mobility,":[40],"then":[41,105],"move":[42],"to":[44,87,94,99,110],"microcrime,":[45],"end":[47],"up":[48],"with":[49,59],"ever-present":[51],"risk":[52,72],"terrorism.":[54],"Equipping":[55],"smart":[57,208],"city":[58],"an":[60],"infrastructure":[61],"sensors":[63,169],"capable":[64,170,185],"alerting":[66],"managers":[68],"about":[69],"possible":[71,97],"becomes":[73],"crucial":[74],"for":[75,203],"safety":[77,206],"citizens.":[79],"The":[80,194],"use":[81],"unmanned":[83],"aerial":[84],"vehicles":[85],"(UAVs)":[86],"manage":[88],"needs":[90],"is":[91,126],"now":[92],"widespread,":[93],"highlight":[95],"risks":[98,103],"public":[100],"safety.":[101],"These":[102],"were":[104,192],"increased":[106],"using":[107],"these":[108],"devices":[109],"carry":[111],"out":[112,150],"terrorist":[113],"attacks":[114],"various":[116],"places":[117],"around":[118],"world.":[120],"Detecting":[121],"presence":[123,137,156],"drones":[125],"not":[127],"simple":[129],"procedure":[130],"given":[131],"small":[133],"size":[134],"only":[139],"rotating":[140],"parts.":[141],"This":[142],"study":[143],"presents":[144],"results":[146,195],"studies":[148],"carried":[149],"detection":[153,166],"UAVs":[158,177],"outdoor/indoor":[160],"sound":[162,174],"environments.":[163],"For":[164],"UAVs,":[168],"measuring":[172],"emitted":[175],"by":[176],"algorithms":[179],"based":[180],"deep":[182],"neural":[183],"networks":[184],"identifying":[187],"their":[188],"spectral":[189],"signature":[190],"that":[191],"used.":[193],"obtained":[196],"suggest":[197],"adoption":[199],"this":[201],"methodology":[202],"improving":[204],"cities.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-07-23T00:00:00"}
