{"id":"https://openalex.org/W3011943185","doi":"https://doi.org/10.1109/aiccsa47632.2019.9035262","title":"Detecting Drivers Smartphone: A Learned Features Approach using Aggregated Scalogram Images","display_name":"Detecting Drivers Smartphone: A Learned Features Approach using Aggregated Scalogram Images","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3011943185","doi":"https://doi.org/10.1109/aiccsa47632.2019.9035262","mag":"3011943185"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa47632.2019.9035262","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa47632.2019.9035262","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)","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/A5058220295","display_name":"Mohammad Madine","orcid":"https://orcid.org/0000-0003-0556-2419"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Mohammad Madine","raw_affiliation_strings":["EECS, Center for Cyber-Physical Systems Khalifa University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"EECS, Center for Cyber-Physical Systems Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023386051","display_name":"Ammar Battah","orcid":"https://orcid.org/0000-0001-9238-3114"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ammar Battah","raw_affiliation_strings":["EECS, Center for Cyber-Physical Systems Khalifa University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"EECS, Center for Cyber-Physical Systems Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007253705","display_name":"Khan Aaminah","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Aaminah Khan","raw_affiliation_strings":["EECS, Center for Cyber-Physical Systems Khalifa University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"EECS, Center for Cyber-Physical Systems Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059512412","display_name":"Naoufel Werghi","orcid":"https://orcid.org/0000-0002-5542-448X"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Naoufel Werghi","raw_affiliation_strings":["EECS, Center for Cyber-Physical Systems Khalifa University, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"EECS, Center for Cyber-Physical Systems Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058220295"],"corresponding_institution_ids":["https://openalex.org/I176601375"],"apc_list":null,"apc_paid":null,"fwci":0.1012,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48389106,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"7","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.7887905836105347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6916015148162842},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.6268380284309387},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5835679769515991},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4866207540035248},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.4853998124599457},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.47615739703178406},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4395908713340759},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.4108169972896576}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7887905836105347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6916015148162842},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.6268380284309387},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5835679769515991},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4866207540035248},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.4853998124599457},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.47615739703178406},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4395908713340759},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.4108169972896576},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiccsa47632.2019.9035262","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa47632.2019.9035262","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W48839899","https://openalex.org/W2097117768","https://openalex.org/W2163605009","https://openalex.org/W2164392650","https://openalex.org/W2552182434","https://openalex.org/W2593068728","https://openalex.org/W2794309769","https://openalex.org/W2810036164","https://openalex.org/W2811144474","https://openalex.org/W2811310557","https://openalex.org/W2826870251","https://openalex.org/W2888862421","https://openalex.org/W2896297964","https://openalex.org/W2900089358","https://openalex.org/W4285719527","https://openalex.org/W6601928746","https://openalex.org/W6683992316","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W2009888974","https://openalex.org/W2355539379","https://openalex.org/W2056341223","https://openalex.org/W3023105672","https://openalex.org/W4231410700","https://openalex.org/W4237770763"],"abstract_inverted_index":{"In":[0],"this":[1,97],"paper,":[2],"we":[3,41,47],"propose":[4,42],"an":[5,43,103,117],"image":[6],"representation":[7],"approach":[8],"for":[9,110],"detecting":[10,111],"driver":[11,38,59],"mobile":[12],"phone":[13],"from":[14],"the":[15,30,35,49,58,69,73,83,88,93,99,121,124],"accelerometer":[16],"signals":[17,50,75],"produced":[18],"by":[19,67],"a":[20,25,54,78],"set":[21],"of":[22,33,72,126],"smartphones":[23],"in":[24,61,87],"vehicle.":[26],"Rather":[27],"than":[28],"following":[29],"classic":[31],"paradigm":[32,45],"classifying":[34],"signal":[36,60],"as":[37],"or":[39],"non-driver,":[40],"original":[44],"whereby":[46],"aggregate":[48],"together":[51],"and":[52,76,105,123],"train":[53],"classifier":[55,80],"to":[56,81],"detect":[57],"that":[62],"aggregation.":[63],"We":[64],"do":[65],"so":[66],"stacking-up":[68],"Scalograms":[70,85,89],"images":[71],"smartphone":[74],"training":[77],"CNN":[79],"identify":[82],"driver's":[84,112],"instance":[86],"stack":[90],"image.":[91],"To":[92],"best":[94],"our":[95,127],"knowledge,":[96],"is":[98,108],"first":[100],"time":[101],"such":[102],"image-fusion":[104],"classification":[106],"scheme":[107],"proposed":[109],"smartphone.":[113],"Experiments":[114],"performed":[115],"with":[116],"in-house":[118],"dataset":[119],"confirms":[120],"potential":[122],"merit":[125],"approach.":[128]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}