{"id":"https://openalex.org/W4413018424","doi":"https://doi.org/10.1109/iccad64771.2025.11099157","title":"Working With Small Datasets: : Oversampling Methods and Parallel Classification of Multiple ML Models for Dyslexia Classification on Hebb-Williams Mazes","display_name":"Working With Small Datasets: : Oversampling Methods and Parallel Classification of Multiple ML Models for Dyslexia Classification on Hebb-Williams Mazes","publication_year":2025,"publication_date":"2025-07-01","ids":{"openalex":"https://openalex.org/W4413018424","doi":"https://doi.org/10.1109/iccad64771.2025.11099157"},"language":"en","primary_location":{"id":"doi:10.1109/iccad64771.2025.11099157","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad64771.2025.11099157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Control, Automation and Diagnosis (ICCAD)","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/A5106638238","display_name":"Padmanabh Kaushik","orcid":null},"institutions":[{"id":"https://openalex.org/I184759092","display_name":"Lafayette College","ror":"https://ror.org/036n0x007","country_code":"US","type":"education","lineage":["https://openalex.org/I184759092"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Padmanabh Kaushik","raw_affiliation_strings":["Electrical and Computer Engineering Lafayette College,Easton,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Lafayette College,Easton,USA","institution_ids":["https://openalex.org/I184759092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083311002","display_name":"Yih\u2010Choung Yu","orcid":"https://orcid.org/0000-0002-1782-8360"},"institutions":[{"id":"https://openalex.org/I184759092","display_name":"Lafayette College","ror":"https://ror.org/036n0x007","country_code":"US","type":"education","lineage":["https://openalex.org/I184759092"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yih-Choung Yu","raw_affiliation_strings":["Electrical and Computer Engineering Lafayette College,Easton,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Lafayette College,Easton,USA","institution_ids":["https://openalex.org/I184759092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029635755","display_name":"Lisa A. Gabel","orcid":null},"institutions":[{"id":"https://openalex.org/I184759092","display_name":"Lafayette College","ror":"https://ror.org/036n0x007","country_code":"US","type":"education","lineage":["https://openalex.org/I184759092"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lisa Gabel","raw_affiliation_strings":["Neuroscience Program Lafayette College,Easton,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuroscience Program Lafayette College,Easton,USA","institution_ids":["https://openalex.org/I184759092"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2035,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85223949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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/T11122","display_name":"Online Learning and Analytics","score":0.7289000153541565,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.7289000153541565,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.6596999764442444,"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/T13629","display_name":"Text Readability and Simplification","score":0.5932000279426575,"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/computer-science","display_name":"Computer science","score":0.7069494724273682},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.6981074213981628},{"id":"https://openalex.org/keywords/dyslexia","display_name":"Dyslexia","score":0.6176551580429077},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5660970211029053},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.433758944272995},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3843011260032654},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32759058475494385},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3228486180305481},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.10803672671318054},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08615288138389587}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7069494724273682},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.6981074213981628},{"id":"https://openalex.org/C506058694","wikidata":"https://www.wikidata.org/wiki/Q132971","display_name":"Dyslexia","level":3,"score":0.6176551580429077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5660970211029053},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.433758944272995},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3843011260032654},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32759058475494385},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3228486180305481},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.10803672671318054},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08615288138389587},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad64771.2025.11099157","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad64771.2025.11099157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Control, Automation and Diagnosis (ICCAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1955857676","https://openalex.org/W1964940342","https://openalex.org/W1991181258","https://openalex.org/W2012117566","https://openalex.org/W2334918393","https://openalex.org/W2510913895","https://openalex.org/W2811980879","https://openalex.org/W2911536493","https://openalex.org/W2966632508","https://openalex.org/W2970132438","https://openalex.org/W2999987832","https://openalex.org/W3008826031","https://openalex.org/W3019104200","https://openalex.org/W3091288808","https://openalex.org/W3092994320","https://openalex.org/W3188333027","https://openalex.org/W4223945798","https://openalex.org/W4225728088","https://openalex.org/W4283694990","https://openalex.org/W4304807907","https://openalex.org/W4311350769","https://openalex.org/W4385065754","https://openalex.org/W4399546165","https://openalex.org/W4401750051","https://openalex.org/W4402861781","https://openalex.org/W4403764906","https://openalex.org/W4409185434"],"related_works":["https://openalex.org/W2766503024","https://openalex.org/W2781247653","https://openalex.org/W4206637278","https://openalex.org/W4386005305","https://openalex.org/W4386214543","https://openalex.org/W3082051559","https://openalex.org/W1969988626","https://openalex.org/W1682621979","https://openalex.org/W2141301039","https://openalex.org/W3173198409"],"abstract_inverted_index":{"Dyslexia":[0],"is":[1],"a":[2,45],"reading":[3,100],"disability":[4],"that":[5],"affects":[6],"children":[7,76],"across":[8],"languages,":[9],"regardless":[10],"of":[11],"intelligence":[12],"or":[13],"educational":[14],"opportunities.":[15],"If":[16],"untreated,":[17],"it":[18],"can":[19,31],"lead":[20],"to":[21,64],"long-term":[22],"social":[23],"and":[24,29,38,53,97],"emotional":[25],"challenges.":[26],"Early":[27],"detection":[28],"intervention":[30,98],"help":[32],"close":[33],"the":[34,81],"gap":[35],"between":[36],"reading-impaired":[37],"typically":[39],"developing":[40],"children.":[41],"This":[42,91],"paper":[43],"presents":[44],"novel":[46],"dyslexia":[47],"classification":[48,69,89],"approach":[49],"using":[50],"oversampling":[51],"methods":[52],"machine":[54],"learning.":[55],"Oversampling":[56],"addressed":[57],"small,":[58],"imbalanced":[59],"datasets,":[60],"which":[61],"were":[62],"used":[63],"train":[65],"17":[66],"models":[67],"for":[68,99],"through":[70],"majority":[71],"voting.":[72],"Data":[73],"from":[74],"169":[75],"(ages":[77],"5-12":[78],"years),":[79],"performing":[80],"virtual":[82],"Hebb-Williams":[83],"maze":[84],"tasks,":[85],"showed":[86],"over":[87],"95%":[88],"accuracy.":[90],"model":[92],"could":[93],"enable":[94],"early":[95],"identification":[96],"impairments.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
