{"id":"https://openalex.org/W2064239738","doi":"https://doi.org/10.1109/isbast.2014.7013130","title":"Improved method of classification algorithms for crime prediction","display_name":"Improved method of classification algorithms for crime prediction","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2064239738","doi":"https://doi.org/10.1109/isbast.2014.7013130","mag":"2064239738"},"language":"en","primary_location":{"id":"doi:10.1109/isbast.2014.7013130","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbast.2014.7013130","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Symposium on Biometrics and Security Technologies (ISBAST)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5071615326","display_name":"Abba Babakura","orcid":null},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Abba Babakura","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), Serdang, Malaysia","Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), 43400 Serdang, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), 43400 Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111508108","display_name":"Md. Nasir Sulaiman","orcid":null},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Md Nasir Sulaiman","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), Serdang, Malaysia","Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), 43400 Serdang, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), 43400 Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064669517","display_name":"Mahmud A. Yusuf","orcid":null},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mahmud A. Yusuf","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), Serdang, Malaysia","Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), 43400 Serdang, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Putra Malaysia (UPM), 43400 Serdang, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130343225"],"apc_list":null,"apc_paid":null,"fwci":1.0695,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.76782077,"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":"250","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9861999750137329,"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/T10057","display_name":"Face and Expression Recognition","score":0.9742000102996826,"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":0.6463368535041809},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.43023383617401123},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3895256817340851},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3637537360191345}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6463368535041809},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.43023383617401123},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3895256817340851},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3637537360191345}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbast.2014.7013130","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbast.2014.7013130","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Symposium on Biometrics and Security Technologies (ISBAST)","raw_type":"proceedings-article"},{"id":"pmh:oai:psasir.upm.edu.my:48204","is_oa":false,"landing_page_url":"http://psasir.upm.edu.my/id/eprint/48204/1/Improved%20method%20of%20classification%20algorithms%20for%20crime%20prediction.pdf","pdf_url":"http://psasir.upm.edu.my/id/eprint/48204/1/Improved%20method%20of%20classification%20algorithms%20for%20crime%20prediction.pdf","source":{"id":"https://openalex.org/S4377196260","display_name":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130343225","host_organization_name":"Universiti Putra Malaysia","host_organization_lineage":["https://openalex.org/I130343225"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W105209110","https://openalex.org/W1501362048","https://openalex.org/W1543659671","https://openalex.org/W1570448133","https://openalex.org/W1980365054","https://openalex.org/W1998172506","https://openalex.org/W2090529828","https://openalex.org/W2107624888","https://openalex.org/W2140190241","https://openalex.org/W2147953360","https://openalex.org/W2158184693","https://openalex.org/W2162357792","https://openalex.org/W2395575934","https://openalex.org/W6683598726","https://openalex.org/W6711908079"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W4312120370","https://openalex.org/W4361731994","https://openalex.org/W4379620033","https://openalex.org/W2761444021","https://openalex.org/W2900105190","https://openalex.org/W2925413375"],"abstract_inverted_index":{"The":[0,77,137],"growing":[1],"availability":[2],"of":[3,22,40,70,74,155],"information":[4],"technologies":[5],"has":[6],"enabled":[7],"law":[8],"enforcement":[9,100],"agencies":[10],"to":[11,44,48,59,62],"collect":[12],"detailed":[13],"data":[14,32,79,94,101],"about":[15],"various":[16],"crimes.":[17],"Classification":[18],"is":[19,57,85,172],"the":[20,37,42,46,50,64,71,109,140,153],"procedure":[21],"finding":[23],"a":[24],"model":[25,47],"(or":[26],"function)":[27],"that":[28,143,168],"depicts":[29],"and":[30,107,124,151,160],"distinguishes":[31],"classes":[33],"or":[34],"notions,":[35],"with":[36],"end":[38],"goal":[39],"having":[41],"ability":[43],"utilize":[45],"predict":[49,63],"crime":[51,60,78],"labels.":[52],"In":[53],"this":[54,83],"research":[55,84],"classification":[56,118],"applied":[58],"dataset":[61],"\u201ccrime":[65],"category\u201d":[66],"for":[67,128,132,157,162,174],"diverse":[68,177],"states":[69,134,178],"United":[72],"States":[73],"America":[75],"(USA).":[76],"set":[80],"utilized":[81],"within":[82],"real":[86],"in":[87,135,176,179],"nature,":[88],"it":[89],"was":[90],"gathered":[91],"from":[92,95,102,108,139],"socio-economic":[93],"1990":[96,103],"US":[97,104],"census.":[98],"Law":[99],"LEMAS":[105],"survey,":[106],"1995":[110],"FBI":[111],"UCR.":[112],"This":[113,165],"paper":[114],"compares":[115],"two":[116],"different":[117],"algorithms":[119],"namely":[120],"-":[121],"Na\u00efve":[122,144,169],"Bayesian":[123,145,170],"Back":[125],"Propagation":[126],"(BP)":[127],"predicting":[129],"\u201cCrime":[130],"Category\u201d":[131],"distinctive":[133],"USA.":[136,180],"result":[138],"analysis":[141],"demonstrated":[142],"calculation":[146,150,171],"out":[147],"performed":[148],"BP":[149],"attained":[152],"accuracy":[154],"90.2207%":[156],"group":[158,163],"1":[159],"94.0822%":[161],"2.":[164],"clearly":[166],"indicates":[167],"supportive":[173],"prediction":[175]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2025-10-10T00:00:00"}