{"id":"https://openalex.org/W7152688228","doi":"https://doi.org/10.1109/icecet63943.2025.11471957","title":"AI Access Hub: Automating Machine Learning for Non-Tech Users","display_name":"AI Access Hub: Automating Machine Learning for Non-Tech Users","publication_year":2025,"publication_date":"2025-07-03","ids":{"openalex":"https://openalex.org/W7152688228","doi":"https://doi.org/10.1109/icecet63943.2025.11471957"},"language":null,"primary_location":{"id":"doi:10.1109/icecet63943.2025.11471957","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11471957","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","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/A5133303682","display_name":"Mohammad Bashar","orcid":null},"institutions":[{"id":"https://openalex.org/I1301968116","display_name":"MEF University","ror":"https://ror.org/05jz51y94","country_code":"TR","type":"education","lineage":["https://openalex.org/I1301968116"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Mohammad Bashar","raw_affiliation_strings":["Istanbul Kültür University,Dept. of Computer Engineering,Istanbul,Türkiye"],"affiliations":[{"raw_affiliation_string":"Istanbul Kültür University,Dept. of Computer Engineering,Istanbul,Türkiye","institution_ids":["https://openalex.org/I1301968116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119293747","display_name":"Hazem Nemer","orcid":null},"institutions":[{"id":"https://openalex.org/I1301968116","display_name":"MEF University","ror":"https://ror.org/05jz51y94","country_code":"TR","type":"education","lineage":["https://openalex.org/I1301968116"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hazem Nemer","raw_affiliation_strings":["Istanbul Kültür University,Dept. of Computer Engineering,Istanbul,Türkiye"],"affiliations":[{"raw_affiliation_string":"Istanbul Kültür University,Dept. of Computer Engineering,Istanbul,Türkiye","institution_ids":["https://openalex.org/I1301968116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075038653","display_name":"Mahmoud Abdelalim","orcid":null},"institutions":[{"id":"https://openalex.org/I1301968116","display_name":"MEF University","ror":"https://ror.org/05jz51y94","country_code":"TR","type":"education","lineage":["https://openalex.org/I1301968116"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mahmoud Abdelalim","raw_affiliation_strings":["Istanbul Kültür University,Dept. of Computer Engineering,Istanbul,Türkiye"],"affiliations":[{"raw_affiliation_string":"Istanbul Kültür University,Dept. of Computer Engineering,Istanbul,Türkiye","institution_ids":["https://openalex.org/I1301968116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088787640","display_name":"Wisam Elmasry","orcid":"https://orcid.org/0000-0002-0234-4099"},"institutions":[{"id":"https://openalex.org/I1301968116","display_name":"MEF University","ror":"https://ror.org/05jz51y94","country_code":"TR","type":"education","lineage":["https://openalex.org/I1301968116"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Wisam Elmasry","raw_affiliation_strings":["Istanbul Kültür University,Dept. of Computer Engineering,Istanbul,Türkiye"],"affiliations":[{"raw_affiliation_string":"Istanbul Kültür University,Dept. of Computer Engineering,Istanbul,Türkiye","institution_ids":["https://openalex.org/I1301968116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5133303682"],"corresponding_institution_ids":["https://openalex.org/I1301968116"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87275117,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.04780000075697899,"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"}},"topics":[{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.04780000075697899,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.04270000010728836,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.04230000078678131,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2858000099658966},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.2800000011920929},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.26809999346733093},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2563000023365021},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.25110000371932983}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6650000214576721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5259000062942505},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.400299996137619},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2858000099658966},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.2800000011920929},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26809999346733093},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2563000023365021},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.25110000371932983},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2506999969482422},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2468000054359436}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet63943.2025.11471957","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11471957","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","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":14,"referenced_works":["https://openalex.org/W2309832917","https://openalex.org/W2608595939","https://openalex.org/W2765700031","https://openalex.org/W2964024268","https://openalex.org/W2966284335","https://openalex.org/W3035965352","https://openalex.org/W4224011075","https://openalex.org/W4285409206","https://openalex.org/W4387746080","https://openalex.org/W4389041482","https://openalex.org/W4394685012","https://openalex.org/W4396611152","https://openalex.org/W4396692535","https://openalex.org/W4401452501"],"related_works":[],"abstract_inverted_index":{"The":[0,18,68],"paper":[1],"introduces":[2],"an":[3,54],"AI-powered":[4],"web":[5,39,94,119],"application":[6,95],"designed":[7],"to":[8,27,134,147],"simplify":[9],"machine":[10,153],"learning":[11,154],"for":[12,75,84,158],"users":[13,35,133,146],"with":[14,100],"limited":[15],"technical":[16,163],"expertise.":[17],"platform":[19,130],"automates":[20],"the":[21,64,79,82,129],"entire":[22],"process,":[23],"from":[24,78],"data":[25,40],"collection":[26],"model":[28,70,90],"training":[29],"and":[30,41,50,62,106,108,125,136],"optimization.":[31],"Using":[32],"JSON-file":[33],"techniques,":[34],"can":[36],"effortlessly":[37],"scrape":[38],"compile":[42],"substantial":[43],"image":[44],"datasets.":[45],"These":[46],"datasets":[47],"are":[48],"preprocessed":[49],"fed":[51],"into":[52],"AutoKeras,":[53],"Automated":[55],"Machine":[56],"Learning":[57],"(AutoML)":[58],"library,":[59],"which":[60],"selects":[61],"fine-tunes":[63],"most":[65],"accurate":[66],"model.":[67],"optimized":[69],"is":[71],"then":[72],"made":[73],"available":[74],"download":[76],"directly":[77],"platform,":[80],"eliminating":[81],"need":[83],"expertise":[85],"in":[86],"dataset":[87,121],"preparation,":[88],"preprocessing,":[89],"training,":[91],"or":[92],"optimization.The":[93],"features":[96],"a":[97,101,109,126],"user-friendly":[98],"interface,":[99,128],"frontend":[102],"built":[103],"using":[104],"HTML":[105],"CSS":[107],"backend":[110],"powered":[111],"by":[112],"Python\u2019s":[113],"Flask":[114],"framework.":[115],"By":[116],"integrating":[117],"automated":[118],"scraping,":[120],"creation,":[122],"AutoML-driven":[123],"optimization,":[124],"streamlined":[127],"enables":[131],"non-technical":[132],"create":[135],"deploy":[137],"advanced":[138],"AI":[139,149],"models":[140],"effortlessly.":[141],"This":[142],"innovative":[143],"approach":[144],"empowers":[145],"explore":[148],"applications,":[150],"bringing":[151],"powerful":[152],"tools":[155],"within":[156],"reach":[157],"anyone,":[159],"regardless":[160],"of":[161],"their":[162],"background.":[164]},"counts_by_year":[],"updated_date":"2026-04-11T06:13:24.991567","created_date":"2026-04-10T00:00:00"}