{"id":"https://openalex.org/W2078896950","doi":"https://doi.org/10.1109/icmcs.2012.6320148","title":"Arabic on line characters recognition using improved dynamic Bayesian Networks","display_name":"Arabic on line characters recognition using improved dynamic Bayesian Networks","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2078896950","doi":"https://doi.org/10.1109/icmcs.2012.6320148","mag":"2078896950"},"language":"en","primary_location":{"id":"doi:10.1109/icmcs.2012.6320148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2012.6320148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on Multimedia Computing and Systems","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/A5006962195","display_name":"Redouane Tlemsani","orcid":"https://orcid.org/0000-0002-2426-5113"},"institutions":[{"id":"https://openalex.org/I4210116811","display_name":"Ecole Nationale Sup\u00e9rieur des T\u00e9l\u00e9communications et des Technologies de l\u2019Information et de la Communication, Abdelhafid Boussouf","ror":"https://ror.org/023rzn231","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210116811"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Redouane Tlemsani","raw_affiliation_strings":["Transmission Department, Information Technologies and Communication, National Institute of Telecommunications, INTTlC, Oran, Algeria","Transmission department, National institute of Telecommunications, Information Technologies and Communication - INTTIC, Oran, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transmission Department, Information Technologies and Communication, National Institute of Telecommunications, INTTlC, Oran, Algeria","institution_ids":["https://openalex.org/I4210116811"]},{"raw_affiliation_string":"Transmission department, National institute of Telecommunications, Information Technologies and Communication - INTTIC, Oran, Algeria","institution_ids":["https://openalex.org/I4210116811"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046210131","display_name":"Abdelkader Benyettou","orcid":"https://orcid.org/0000-0003-4370-2259"},"institutions":[{"id":"https://openalex.org/I110357561","display_name":"University of the Sciences","ror":"https://ror.org/048gmay44","country_code":"US","type":"education","lineage":["https://openalex.org/I110357561"]},{"id":"https://openalex.org/I3124969661","display_name":"Universit\u00e9 des Sciences et de la Technologie d'Oran Mohamed Boudiaf","ror":"https://ror.org/02nbj1r55","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3124969661"]}],"countries":["DZ","US"],"is_corresponding":false,"raw_author_name":"Abdelkader Benyettou","raw_affiliation_strings":["Computer sciences Department, University of Science and Technology Mohamed Boudiaf, Oran, Algeria","Computer sciences department, University of Sciences and Technologies USTO-MB, Oran, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer sciences Department, University of Science and Technology Mohamed Boudiaf, Oran, Algeria","institution_ids":["https://openalex.org/I3124969661"]},{"raw_affiliation_string":"Computer sciences department, University of Sciences and Technologies USTO-MB, Oran, Algeria","institution_ids":["https://openalex.org/I110357561"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.14642314,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"19","issue":null,"first_page":"290","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9961000084877014,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9961000084877014,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9908999800682068,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9790999889373779,"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/dynamic-bayesian-network","display_name":"Dynamic Bayesian network","score":0.8126554489135742},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6751735806465149},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6156672835350037},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5542405247688293},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.5166428685188293},{"id":"https://openalex.org/keywords/character-recognition","display_name":"Character recognition","score":0.489408403635025},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4791126251220703},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.47832584381103516},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.46794429421424866},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.46470820903778076},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40560346841812134},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3992184102535248},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19239529967308044}],"concepts":[{"id":"https://openalex.org/C82142266","wikidata":"https://www.wikidata.org/wiki/Q3456604","display_name":"Dynamic Bayesian network","level":3,"score":0.8126554489135742},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6751735806465149},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6156672835350037},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5542405247688293},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.5166428685188293},{"id":"https://openalex.org/C2987247673","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Character recognition","level":3,"score":0.489408403635025},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4791126251220703},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.47832584381103516},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.46794429421424866},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.46470820903778076},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40560346841812134},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3992184102535248},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19239529967308044},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmcs.2012.6320148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2012.6320148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on Multimedia Computing and Systems","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":13,"referenced_works":["https://openalex.org/W175821084","https://openalex.org/W1553385386","https://openalex.org/W1565763124","https://openalex.org/W1896341954","https://openalex.org/W2019999160","https://openalex.org/W2069501481","https://openalex.org/W2110575115","https://openalex.org/W2121879775","https://openalex.org/W2132963264","https://openalex.org/W2134368083","https://openalex.org/W2142978586","https://openalex.org/W3094114204","https://openalex.org/W6639558219"],"related_works":["https://openalex.org/W3128072696","https://openalex.org/W2578973671","https://openalex.org/W2215058820","https://openalex.org/W2097663773","https://openalex.org/W1602184117","https://openalex.org/W2413421635","https://openalex.org/W4379163283","https://openalex.org/W2511198839","https://openalex.org/W1966557338","https://openalex.org/W2366931106"],"abstract_inverted_index":{"Work":[0],"is":[1,12,24,62,73],"in":[2,48,100],"on":[3,19,64,133],"line":[4,20,134],"Arabic":[5,130],"character":[6],"recognition":[7,135],"and":[8,54],"the":[9,15,41,49,65,79,91,107,129],"principal":[10],"motivation":[11],"to":[13,78,113,128],"study":[14],"Arab":[16],"manuscript":[17],"with":[18],"technology.":[21],"This":[22],"system":[23,27],"a":[25,34,74],"Markovien":[26],"which":[28,89,110],"one":[29,103],"can":[30],"see":[31],"as":[32],"like":[33],"Dynamic":[35],"Bayesian":[36,67],"Network":[37],"(DBN).":[38],"One":[39],"of":[40,44],"major":[42],"interests":[43],"these":[45],"systems":[46],"resides":[47],"complete":[50],"models":[51],"training":[52,58],"(topology":[53],"parameters)":[55],"starting":[56],"from":[57],"data.":[59],"Our":[60,124],"approach":[61],"based":[63],"dynamic":[66,80,95],"Networks":[68],"formalism.":[69],"The":[70],"DBNs":[71],"theory":[72],"Bayesiens":[75],"networks":[76],"generalization":[77],"processes.":[81],"Among":[82],"our":[83,137],"objective,":[84],"amounts":[85],"finding":[86],"better":[87],"parameters":[88],"represent":[90],"links":[92],"(dependences)":[93],"between":[94,121],"network":[96],"variables.":[97],"In":[98],"applications":[99],"pattern":[101],"recognition,":[102],"will":[104,126],"carry":[105],"out":[106],"fixing":[108],"structure":[109],"obliges":[111],"us":[112],"admit":[114],"some":[115,122],"strong":[116],"assumptions":[117],"(for":[118],"example":[119],"independence":[120],"variables).":[123],"application":[125],"relate":[127],"isolated":[131],"characters":[132],"using":[136],"laboratory":[138],"data":[139],"base:":[140],"NOUN.":[141],"A":[142],"neural":[143],"tester":[144],"proposed":[145],"for":[146],"DBN":[147],"external":[148],"optimization.":[149]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
