{"id":"https://openalex.org/W3091763986","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207715","title":"Design and Selection of Features under ERP for Correlating and Classifying between Brain Areas and Dyslexia via Machine Learning","display_name":"Design and Selection of Features under ERP for Correlating and Classifying between Brain Areas and Dyslexia via Machine Learning","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3091763986","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207715","mag":"3091763986"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn48605.2020.9207715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","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/A5037556935","display_name":"Alex Frid","orcid":"https://orcid.org/0000-0003-3487-9060"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Alex Frid","raw_affiliation_strings":["Laboratory of Clinical Neurophysiology, Technion (Israel Institute of Technology), Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"Laboratory of Clinical Neurophysiology, Technion (Israel Institute of Technology), Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080488049","display_name":"Larry M. Manevitz","orcid":null},"institutions":[{"id":"https://openalex.org/I91203450","display_name":"University of Haifa","ror":"https://ror.org/02f009v59","country_code":"IL","type":"education","lineage":["https://openalex.org/I91203450"]},{"id":"https://openalex.org/I52170813","display_name":"Ariel University","ror":"https://ror.org/03nz8qe97","country_code":"IL","type":"education","lineage":["https://openalex.org/I52170813"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Larry M. Manevitz","raw_affiliation_strings":["Department of Computer Science, Ariel University and the University of Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ariel University and the University of Haifa, Israel","institution_ids":["https://openalex.org/I91203450","https://openalex.org/I52170813"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037556935"],"corresponding_institution_ids":["https://openalex.org/I174306211"],"apc_list":null,"apc_paid":null,"fwci":0.4462,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.60088163,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10103","display_name":"Reading and Literacy Development","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9742000102996826,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7727704048156738},{"id":"https://openalex.org/keywords/dyslexia","display_name":"Dyslexia","score":0.6621748208999634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5789901614189148},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5438012480735779},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5353814363479614},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5139591097831726},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48899567127227783},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.468627005815506},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4584078788757324},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4499005079269409},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.42341238260269165},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.27607008814811707},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1777447760105133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7727704048156738},{"id":"https://openalex.org/C506058694","wikidata":"https://www.wikidata.org/wiki/Q132971","display_name":"Dyslexia","level":3,"score":0.6621748208999634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5789901614189148},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5438012480735779},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5353814363479614},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5139591097831726},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48899567127227783},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.468627005815506},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4584078788757324},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4499005079269409},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.42341238260269165},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.27607008814811707},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1777447760105133},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn48605.2020.9207715","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"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":46,"referenced_works":["https://openalex.org/W83006487","https://openalex.org/W338381953","https://openalex.org/W562612437","https://openalex.org/W588299145","https://openalex.org/W605950597","https://openalex.org/W1583700199","https://openalex.org/W1591705918","https://openalex.org/W1600107138","https://openalex.org/W1780185704","https://openalex.org/W1808644423","https://openalex.org/W1973425251","https://openalex.org/W1979334054","https://openalex.org/W2002139462","https://openalex.org/W2005734287","https://openalex.org/W2008056655","https://openalex.org/W2008325060","https://openalex.org/W2017337590","https://openalex.org/W2018630685","https://openalex.org/W2025001368","https://openalex.org/W2041049748","https://openalex.org/W2061171222","https://openalex.org/W2062024414","https://openalex.org/W2085340740","https://openalex.org/W2089419692","https://openalex.org/W2099323129","https://openalex.org/W2102991000","https://openalex.org/W2119821739","https://openalex.org/W2123642576","https://openalex.org/W2132984323","https://openalex.org/W2133218851","https://openalex.org/W2135550652","https://openalex.org/W2136257607","https://openalex.org/W2156870928","https://openalex.org/W2168920788","https://openalex.org/W2269076329","https://openalex.org/W2405901194","https://openalex.org/W2973107204","https://openalex.org/W3023058184","https://openalex.org/W4239510810","https://openalex.org/W4248832623","https://openalex.org/W4251887525","https://openalex.org/W4254650306","https://openalex.org/W4255272544","https://openalex.org/W6638249342","https://openalex.org/W6713232665","https://openalex.org/W6767472211"],"related_works":["https://openalex.org/W3029497955","https://openalex.org/W2960228290","https://openalex.org/W630264576","https://openalex.org/W1491001619","https://openalex.org/W4241280300","https://openalex.org/W362809262","https://openalex.org/W2920739593","https://openalex.org/W2546280231","https://openalex.org/W3123583794","https://openalex.org/W3119253746"],"abstract_inverted_index":{"We":[0,68],"develop":[1],"a":[2,64],"method":[3],"that":[4,27,82,101,124],"is":[5,43,50],"based":[6,74,152],"on":[7],"processing":[8],"gathered":[9],"Event":[10],"Related":[11],"Potentials":[12],"(ERP)":[13],"signals":[14,127],"and":[15,38,71,90,95,108],"the":[16,34,46,51,54,99,104,114,122,141],"use":[17,69],"of":[18,53,60,103,149],"machine":[19,72],"learning":[20,73],"technique":[21],"for":[22,57,85,147],"multivariate":[23],"analysis":[24,47,148],"(i.e.":[25],"classification)":[26],"we":[28],"apply":[29],"in":[30,45,113,135],"order":[31],"to":[32,76,97,121],"analyze":[33],"differences":[35,105],"between":[36,88,106],"Dyslexic":[37,61,89,107],"Skilled":[39,93,109],"readers.No":[40],"human":[41],"intervention":[42],"needed":[44],"process.":[48],"This":[49],"state":[52],"art":[55],"results":[56],"automatic":[58],"identification":[59],"readers":[62,94,110],"using":[63],"Lexical":[65],"Decision":[66],"Task.":[67],"mathematical":[70],"techniques":[75],"automatically":[77],"discover":[78],"novel":[79],"complex":[80],"features":[81],"(i)":[83],"allow":[84],"reliable":[86],"distinction":[87],"Normal":[91],"Control":[92],"(ii)":[96],"validate":[98],"assumption":[100],"most":[102],"are":[111],"located":[112],"left":[115],"hemisphere.Interestingly,":[116],"these":[117],"tools":[118],"also":[119],"pointed":[120],"fact":[123,136],"High":[125],"Pass":[126],"(typically":[128],"considered":[129],"as":[130],"\"noise\"":[131],"during":[132],"ERP/EEG":[133],"analyses)":[134],"contain":[137],"significant":[138],"relevant":[139],"information.Finally,":[140],"proposed":[142],"scheme":[143],"can":[144],"be":[145],"used":[146],"any":[150],"ERP":[151],"studies.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
