{"id":"https://openalex.org/W4386475000","doi":"https://doi.org/10.1109/iccsce58721.2023.10237148","title":"Learning Rate Optimization for Enhanced Hand Gesture Recognition using Google Teachable Machine","display_name":"Learning Rate Optimization for Enhanced Hand Gesture Recognition using Google Teachable Machine","publication_year":2023,"publication_date":"2023-08-25","ids":{"openalex":"https://openalex.org/W4386475000","doi":"https://doi.org/10.1109/iccsce58721.2023.10237148"},"language":"en","primary_location":{"id":"doi:10.1109/iccsce58721.2023.10237148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce58721.2023.10237148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 13th International Conference on Control System, Computing and Engineering (ICCSCE)","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/A5079354442","display_name":"Safyzan Salim","orcid":"https://orcid.org/0000-0002-6805-609X"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]},{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Safyzan Salim","raw_affiliation_strings":["Faculty of Electric and Electronic Engineering Universiti Tun Hussein Onn Malaysia,Batu Pahat,Johor,Malaysia,86400","Communication Section Department, Universiti Kuala Lumpur British Malaysian Institute, Gombak, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electric and Electronic Engineering Universiti Tun Hussein Onn Malaysia,Batu Pahat,Johor,Malaysia,86400","institution_ids":["https://openalex.org/I930072361"]},{"raw_affiliation_string":"Communication Section Department, Universiti Kuala Lumpur British Malaysian Institute, Gombak, Selangor, Malaysia","institution_ids":["https://openalex.org/I4528857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069661362","display_name":"Muhammad Mahadi Abdul Jamil","orcid":"https://orcid.org/0000-0003-2559-3909"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Muhammad Mahadi Abdul Jamil","raw_affiliation_strings":["Faculty of Electric and Electronic Engineering Universiti Tun Hussein Onn Malaysia,Batu Pahat,Johor,Malaysia,86400"],"affiliations":[{"raw_affiliation_string":"Faculty of Electric and Electronic Engineering Universiti Tun Hussein Onn Malaysia,Batu Pahat,Johor,Malaysia,86400","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016793398","display_name":"Radzi Ambar","orcid":"https://orcid.org/0000-0003-0922-7685"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Radzi Ambar","raw_affiliation_strings":["Faculty of Electric and Electronic Engineering Universiti Tun Hussein Onn Malaysia,Batu Pahat,Johor,Malaysia,86400"],"affiliations":[{"raw_affiliation_string":"Faculty of Electric and Electronic Engineering Universiti Tun Hussein Onn Malaysia,Batu Pahat,Johor,Malaysia,86400","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060402654","display_name":"Wan Suhaimizan Wan Zaki","orcid":"https://orcid.org/0000-0002-7431-7911"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Wan Suhaimizan Wan Zaki","raw_affiliation_strings":["Faculty of Electric and Electronic Engineering Universiti Tun Hussein Onn Malaysia,Batu Pahat,Johor,Malaysia,86400"],"affiliations":[{"raw_affiliation_string":"Faculty of Electric and Electronic Engineering Universiti Tun Hussein Onn Malaysia,Batu Pahat,Johor,Malaysia,86400","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025944616","display_name":"Suraya Mohammad","orcid":"https://orcid.org/0000-0002-4976-3952"},"institutions":[{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Suraya Mohammad","raw_affiliation_strings":["Universiti Kuala Lumpur British Malaysian Institute,Communication Section Department,Gombak,Selangor,Malaysia,53100"],"affiliations":[{"raw_affiliation_string":"Universiti Kuala Lumpur British Malaysian Institute,Communication Section Department,Gombak,Selangor,Malaysia,53100","institution_ids":["https://openalex.org/I4528857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079354442"],"corresponding_institution_ids":["https://openalex.org/I4528857","https://openalex.org/I930072361"],"apc_list":null,"apc_paid":null,"fwci":1.2074,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80051462,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"332","last_page":"337"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T13873","display_name":"Educational Methods and Technology","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14516","display_name":"English Language Learning and Teaching","score":0.9634000062942505,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8213579058647156},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7481679916381836},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7171666622161865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6899292469024658},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6454403400421143},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.486083060503006},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.09441119432449341}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8213579058647156},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7481679916381836},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7171666622161865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6899292469024658},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6454403400421143},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.486083060503006},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.09441119432449341}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccsce58721.2023.10237148","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce58721.2023.10237148","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 13th International Conference on Control System, Computing and Engineering (ICCSCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1580385328","https://openalex.org/W2094193303","https://openalex.org/W2156037267","https://openalex.org/W2188358043","https://openalex.org/W2934205910","https://openalex.org/W2957678292","https://openalex.org/W3197240660","https://openalex.org/W3211295600","https://openalex.org/W4286890528","https://openalex.org/W4296438684","https://openalex.org/W6761055371"],"related_works":["https://openalex.org/W2902873204","https://openalex.org/W2961085424","https://openalex.org/W2185750513","https://openalex.org/W4312416068","https://openalex.org/W3147379364","https://openalex.org/W2010878661","https://openalex.org/W4306674287","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791"],"abstract_inverted_index":{"Developing":[0],"efficient":[1],"sign":[2],"language":[3],"recognition":[4],"systems":[5],"using":[6,31,63],"wearable":[7],"devices":[8],"is":[9,18],"a":[10,64],"major":[11],"challenge":[12],"in":[13,102],"Machine":[14],"Learning.":[15],"One":[16],"obstacle":[17],"effectively":[19],"translating":[20],"gestures":[21],"based":[22],"on":[23,106],"sensor":[24],"data.":[25],"Traditional":[26],"methods":[27],"involve":[28],"complex":[29],"programming":[30],"data":[32,47],"fusion":[33],"and":[34,83],"mapping":[35],"techniques.":[36],"To":[37],"address":[38],"this,":[39],"we":[40],"need":[41],"emerging":[42],"technologies":[43],"that":[44],"simplify":[45],"gesture":[46,87,113],"processing":[48],"while":[49],"maintaining":[50],"accuracy.":[51],"This":[52,133],"study":[53,90,119],"explores":[54],"an":[55,99],"artificial":[56],"intelligence":[57],"approach":[58],"for":[59,111,129],"detecting":[60],"Bahasa":[61],"Melayu":[62],"ready-to-use":[65],"machine":[66,103,151],"learning":[67,97,104,127,141,152],"framework-Google":[68],"Teachable":[69],"Machine.":[70],"By":[71],"experimenting":[72],"with":[73],"these":[74],"tools,":[75],"the":[76,81,93,96,121,126,135,139,149],"research":[77],"aims":[78],"to":[79,143],"improve":[80],"simplicity":[82],"accuracy":[84],"of":[85,95,117,123,137,148],"hand":[86],"detection.":[88,114],"The":[89,115],"also":[91],"investigates":[92],"impact":[94],"rate,":[98],"important":[100],"parameter":[101],"algorithms,":[105],"system":[107],"performance,":[108],"providing":[109],"insights":[110],"optimizing":[112],"results":[116],"our":[118],"emphasize":[120],"significance":[122],"thoughtfully":[124],"choosing":[125],"rate":[128,142],"successful":[130],"model":[131],"training.":[132],"underscores":[134],"importance":[136],"finding":[138],"optimal":[140],"ensure":[144],"effective":[145],"training,":[146],"regardless":[147],"specific":[150],"framework":[153],"employed.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}