{"id":"https://openalex.org/W4320801473","doi":"https://doi.org/10.1109/icca56443.2022.10039584","title":"Machine Learning Methods for Dysgraphia Screening with Online Handwriting Features","display_name":"Machine Learning Methods for Dysgraphia Screening with Online Handwriting Features","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4320801473","doi":"https://doi.org/10.1109/icca56443.2022.10039584"},"language":"en","primary_location":{"id":"doi:10.1109/icca56443.2022.10039584","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icca56443.2022.10039584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Computer and Applications (ICCA)","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/A5024572984","display_name":"Jayakanth Kunhoth","orcid":"https://orcid.org/0000-0002-8972-0893"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Jayakanth Kunhoth","raw_affiliation_strings":["Qatar University,Deptartment Computer Science and Engineering,Doha,Qatar","Deptartment Computer Science and Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar University,Deptartment Computer Science and Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Deptartment Computer Science and Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Somaya Al Maadeed","orcid":null},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Somaya Al Maadeed","raw_affiliation_strings":["Qatar University,Deptartment Computer Science and Engineering,Doha,Qatar","Deptartment Computer Science and Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar University,Deptartment Computer Science and Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Deptartment Computer Science and Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063475947","display_name":"Moutaz Saleh","orcid":"https://orcid.org/0000-0002-6434-1790"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Moutaz Saleh","raw_affiliation_strings":["Qatar University,Deptartment Computer Science and Engineering,Doha,Qatar","Deptartment Computer Science and Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar University,Deptartment Computer Science and Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Deptartment Computer Science and Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073123600","display_name":"Younus Akbari","orcid":null},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Younus Akbari","raw_affiliation_strings":["Qatar University,Deptartment Computer Science and Engineering,Doha,Qatar","Deptartment Computer Science and Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar University,Deptartment Computer Science and Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Deptartment Computer Science and Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024572984"],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":null,"apc_paid":null,"fwci":4.7627,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.95493136,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12070","display_name":"Writing and Handwriting Education","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12070","display_name":"Writing and Handwriting Education","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12481","display_name":"Digital Accessibility for Disabilities","score":0.9379000067710876,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9341999888420105,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/dysgraphia","display_name":"Dysgraphia","score":0.9932138919830322},{"id":"https://openalex.org/keywords/handwriting","display_name":"Handwriting","score":0.9662632942199707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7079492211341858},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5863840579986572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5571719408035278},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4795360565185547},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.36614319682121277},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3611293137073517},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07002690434455872}],"concepts":[{"id":"https://openalex.org/C2775946201","wikidata":"https://www.wikidata.org/wiki/Q584560","display_name":"Dysgraphia","level":4,"score":0.9932138919830322},{"id":"https://openalex.org/C2779386606","wikidata":"https://www.wikidata.org/wiki/Q2393642","display_name":"Handwriting","level":2,"score":0.9662632942199707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7079492211341858},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5863840579986572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5571719408035278},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4795360565185547},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.36614319682121277},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3611293137073517},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07002690434455872},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C506058694","wikidata":"https://www.wikidata.org/wiki/Q132971","display_name":"Dyslexia","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icca56443.2022.10039584","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icca56443.2022.10039584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Computer and Applications (ICCA)","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/49683","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/49683","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W174557156","https://openalex.org/W2101611164","https://openalex.org/W2490067212","https://openalex.org/W2795006633","https://openalex.org/W2888615115","https://openalex.org/W2902672843","https://openalex.org/W2960498654","https://openalex.org/W2964173767","https://openalex.org/W3001120086","https://openalex.org/W3002242435","https://openalex.org/W3004292396","https://openalex.org/W3007915446","https://openalex.org/W3026793213","https://openalex.org/W3035558131","https://openalex.org/W3048672684","https://openalex.org/W3085294374","https://openalex.org/W3093639706","https://openalex.org/W3112395621","https://openalex.org/W4283701210","https://openalex.org/W4297804370","https://openalex.org/W6777326205","https://openalex.org/W6838836576"],"related_works":["https://openalex.org/W2049013879","https://openalex.org/W96736117","https://openalex.org/W4320801473","https://openalex.org/W4317039755","https://openalex.org/W3085294374","https://openalex.org/W2559216876","https://openalex.org/W2889437371","https://openalex.org/W2760329053","https://openalex.org/W3112395621","https://openalex.org/W2972859123"],"abstract_inverted_index":{"Dysgraphia,":[0],"a":[1,100,125],"major":[2],"learning":[3],"disorder":[4],"that":[5,49,84,109],"primarily":[6],"interferes":[7],"with":[8,119,124],"writing":[9],"skills":[10],"can":[11,50,113],"hinder":[12],"the":[13,21,27,32,38,54,65,110,115],"academic":[14],"track":[15],"of":[16,56,67,71,117,122,128],"children":[17],"unless":[18],"recognized":[19],"in":[20,26,34,99],"early":[22],"stage.":[23],"The":[24,94],"diversity":[25],"symptoms,":[28],"as":[29,31],"well":[30],"emergence":[33],"different":[35],"ages,":[36],"makes":[37],"diagnosis":[39,55],"quite":[40],"an":[41,120],"intricate":[42],"task.":[43],"This":[44],"work":[45,63,79],"proposes":[46],"automated":[47],"methods":[48,83,96],"be":[51],"used":[52],"for":[53,73,88],"dysgraphia":[57,118],"by":[58],"analyzing":[59],"handwriting.":[60],"Particularly":[61],"this":[62,78],"examined":[64],"effectiveness":[66],"kinematics":[68],"and":[69,91],"dynamics":[70],"handwriting":[72],"discriminating":[74],"abnormal":[75],"writing.":[76],"Furthermore,":[77],"focused":[80],"on":[81],"developing":[82],"utilize":[85],"fewer":[86],"features":[87],"classifying":[89],"dysgraphic":[90],"non-dysgraphic":[92],"subjects.":[93],"proposed":[95,111],"are":[97],"evaluated":[98],"publicly":[101],"available":[102],"online":[103],"handwritten":[104],"dataset.":[105],"Obtained":[106],"results":[107],"indicate":[108],"method":[112],"diagnose":[114],"existence":[116],"accuracy":[121],"77%":[123],"limited":[126],"number":[127],"features.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
