{"id":"https://openalex.org/W4293211054","doi":"https://doi.org/10.34028/iajit/19/3a/1","title":"Driving Signature Analysis for Auto-Theft Recovery","display_name":"Driving Signature Analysis for Auto-Theft Recovery","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4293211054","doi":"https://doi.org/10.34028/iajit/19/3a/1"},"language":"en","primary_location":{"id":"doi:10.34028/iajit/19/3a/1","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/19/3a/1","pdf_url":null,"source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.34028/iajit/19/3a/1","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038261939","display_name":"Adrian Bosire","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Adrian Bosire","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5052746888","display_name":"Damian Maingi","orcid":"https://orcid.org/0000-0001-9267-9388"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Damian Maingi","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038261939"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.22,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55100182,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"19","issue":"3A","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T14319","display_name":"Currency Recognition and Detection","score":0.9629999995231628,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9557999968528748,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8714467883110046},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.6419038772583008},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5777831673622131},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5398193597793579},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4605914354324341},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.42520570755004883},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4086087942123413},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4070097506046295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8714467883110046},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.6419038772583008},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5777831673622131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5398193597793579},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4605914354324341},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.42520570755004883},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4086087942123413},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4070097506046295},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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:10.34028/iajit/19/3a/1","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/19/3a/1","pdf_url":null,"source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.34028/iajit/19/3a/1","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/19/3a/1","pdf_url":null,"source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1671124163","https://openalex.org/W2168674042","https://openalex.org/W3030774134","https://openalex.org/W2104499293","https://openalex.org/W2535275505","https://openalex.org/W2082057679","https://openalex.org/W2102771100","https://openalex.org/W1742524526","https://openalex.org/W223898368","https://openalex.org/W2367459486"],"abstract_inverted_index":{"Autotheft":[0],"is":[1,56],"a":[2,12,62,77],"crime":[3],"that":[4,125],"can":[5,48,85],"be":[6,49,86],"mitigated":[7],"using":[8,24],"artificial":[9],"intelligence":[10,31],"as":[11],"scientific":[13],"approach.":[14],"In":[15],"this":[16],"case,":[17],"we":[18,36],"assess":[19],"the":[20,34,41,45,52,65,70,83,91,103,116,122,129,137,142],"drivers":[21],"driving":[22,42,67],"pattern":[23],"both":[25],"deep":[26],"neural":[27],"network":[28],"and":[29,59,88,118,141,148],"swarm":[30],"algorithms.":[32],"From":[33],"analysis":[35],"are":[37,95,126,136],"able":[38],"to":[39,114],"obtain":[40],"signature":[43,68],"of":[44,69,80,121],"driver":[46,74],"which":[47],"associated":[50],"with":[51],"vehicle.":[53],"The":[54,93,108,131],"vehicle":[55,84],"then":[57],"tracked":[58],"monitored.":[60],"Next,":[61],"deviation":[63],"from":[64],"usual":[66],"owner":[71],"or":[72],"assigned":[73],"would":[75],"signify":[76],"possible":[78],"instance":[79],"autotheft.":[81],"Subsequently,":[82],"traced":[87],"reclaimed":[89],"by":[90],"owner.":[92],"algorithms":[94,124],"evaluated":[96],"based":[97],"on":[98],"their":[99],"performance":[100],"in":[101,110,128],"analysing":[102],"datasets":[104],"bearing":[105],"variable":[106],"features.":[107],"variations":[109],"features":[111],"enable":[112],"us":[113],"verify":[115],"efficacy":[117],"accuracy":[119,147],"levels":[120],"various":[123],"used":[127,133],"study.":[130],"metrics":[132],"for":[134,145],"evaluation":[135],"Mean":[138],"Squared":[139],"Error":[140],"F1":[143],"Score":[144],"precision,":[146],"recall":[149],"functionality.":[150]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
