{"id":"https://openalex.org/W4399801547","doi":"https://doi.org/10.1109/ichms59971.2024.10555867","title":"Learning-based Image Analytics in User-AI Agent Interactions for Cyber-enabled Manufacturing","display_name":"Learning-based Image Analytics in User-AI Agent Interactions for Cyber-enabled Manufacturing","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4399801547","doi":"https://doi.org/10.1109/ichms59971.2024.10555867"},"language":"en","primary_location":{"id":"doi:10.1109/ichms59971.2024.10555867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichms59971.2024.10555867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS)","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/A5073243948","display_name":"Mauro Lemus Alarcon","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mauro Lemus Alarcon","raw_affiliation_strings":["University of Missouri,Columbia,USA","University of Missouri, Columbia, USA"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Columbia,USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"University of Missouri, Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109735012","display_name":"Upasana Roy","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Upasana Roy","raw_affiliation_strings":["University of Missouri,Columbia,USA","University of Missouri, Columbia, USA"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Columbia,USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"University of Missouri, Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094236145","display_name":"Anirudh Kambhampati","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anirudh Kambhampati","raw_affiliation_strings":["University of Missouri,Columbia,USA","University of Missouri, Columbia, USA"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Columbia,USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"University of Missouri, Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107446421","display_name":"Nguyen Nguyen","orcid":"https://orcid.org/0000-0003-1553-3224"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nguyen Nguyen","raw_affiliation_strings":["University of Missouri,Columbia,USA","University of Missouri, Columbia, USA"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Columbia,USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"University of Missouri, Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114179272","display_name":"Minasadat Attari","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minasadat Attari","raw_affiliation_strings":["University of Missouri,Columbia,USA","University of Missouri, Columbia, USA"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Columbia,USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"University of Missouri, Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047152183","display_name":"Ramakrishna Surya","orcid":"https://orcid.org/0000-0001-7868-9045"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramakrishna Surya","raw_affiliation_strings":["University of Missouri,Columbia,USA","University of Missouri, Columbia, USA"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Columbia,USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"University of Missouri, Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024182063","display_name":"Filiz Bunyak","orcid":"https://orcid.org/0000-0002-0421-6920"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Filiz Bunyak","raw_affiliation_strings":["University of Missouri,Columbia,USA","University of Missouri, Columbia, USA"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Columbia,USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"University of Missouri, Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064742249","display_name":"Matthew R. Maschmann","orcid":"https://orcid.org/0000-0002-0740-6228"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Maschmann","raw_affiliation_strings":["University of Missouri,Columbia,USA","University of Missouri, Columbia, USA"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Columbia,USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"University of Missouri, Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025286899","display_name":"Kannappan Palaniappan","orcid":"https://orcid.org/0000-0003-2663-1380"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kannappan Palaniappan","raw_affiliation_strings":["University of Missouri,Columbia,USA","University of Missouri, Columbia, USA"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Columbia,USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"University of Missouri, Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010931060","display_name":"Prasad Calyam","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prasad Calyam","raw_affiliation_strings":["University of Missouri,Columbia,USA","University of Missouri, Columbia, USA"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Columbia,USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"University of Missouri, Columbia, USA","institution_ids":["https://openalex.org/I76835614"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5073243948"],"corresponding_institution_ids":["https://openalex.org/I76835614"],"apc_list":null,"apc_paid":null,"fwci":2.5851,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89949713,"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":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6833363175392151},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.548098623752594},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4209975302219391},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.28896045684814453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6833363175392151},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.548098623752594},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4209975302219391},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.28896045684814453}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ichms59971.2024.10555867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichms59971.2024.10555867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W169931978","https://openalex.org/W1967457420","https://openalex.org/W2026573005","https://openalex.org/W2106100548","https://openalex.org/W2951295438","https://openalex.org/W2962787969","https://openalex.org/W2971638107","https://openalex.org/W3012066402","https://openalex.org/W3013190220","https://openalex.org/W3038962357","https://openalex.org/W3195429586","https://openalex.org/W4285347563","https://openalex.org/W4320036956","https://openalex.org/W6677199598","https://openalex.org/W6696485244"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Manual":[0],"trial-and-error":[1],"methods":[2],"are":[3],"employed":[4],"for":[5,54,70,137,168,209],"image":[6,25,51,76,96,139,176,193,235,246],"parameter":[7],"selection":[8],"decisions":[9],"in":[10,19,79,157,187,215,232],"the":[11,66,109,180,222,226],"processes":[12,42],"that":[13,49,221],"control":[14,88],"cyber-enabled":[15,90],"scientific":[16],"instruments.":[17],"Particularly":[18],"materials":[20],"manufacturing":[21],"use":[22,110],"cases,":[23],"where":[24],"analytics":[26,52,140],"can":[27],"be":[28],"iterative,":[29],"time-consuming":[30],"and":[31,104,115,151,178,184,202,241],"prone":[32],"to":[33,39,191,198],"errors,":[34],"there":[35],"is":[36,197],"a":[37,122,128,145],"need":[38],"enhance":[40,192],"existing":[41],"by":[43,172,244],"using":[44,153,205],"agents":[45,120,186],"featuring":[46],"learning":[47,68,135],"algorithms":[48,136],"recommend":[50],"parameters":[53,99,167,190,204,236],"users.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59,107,143],"present":[60],"an":[61,71],"analysis":[62,148],"focused":[63],"on":[64],"identifying":[65,188],"optimal":[67],"algorithm":[69],"AI":[72],"agent":[73,224,228],"guiding":[74,138,212],"real-time":[75],"processing":[77],"tasks":[78],"carbon":[80],"nanotube":[81],"(CNT)":[82],"manufacturing,":[83],"which":[84],"involves":[85],"enhancing":[86],"instrument":[87,95],"of":[89,111,132,149,182],"scanning":[91,97,166,189],"electron":[92],"microscope":[93],"(SEM)":[94],"setup":[98],"such":[100],"as":[101],"Zoom,":[102,200,239],"Focus,":[103,201,240],"Contrast.":[105],"Specifically,":[106],"demonstrate":[108],"Reinforcement":[112],"Learning":[113,117],"(RL)":[114],"Imitation":[116],"(IL)":[118],"based":[119],"within":[121],"Remote":[123],"Instrumentation":[124],"Science":[125],"Environment":[126],"(RISE),":[127],"modularized":[129],"system":[130],"capable":[131],"utilizing":[133],"multiple":[134],"tasks.":[141],"Further,":[142],"conduct":[144],"comparative":[146],"performance":[147],"RL":[150,183,227],"IL":[152,185,223],"236CNT":[154],"images":[155,170],"captured":[156],"SEM":[158,216],"material":[159],"synthesis":[160],"experiments.":[161],"The":[162,195],"experiments":[163],"include":[164],"configuring":[165],"CNT":[169,175,234],"generated":[171],"SEM,":[173],"implementing":[174],"segmentation,":[177],"assessing":[179],"effectiveness":[181],"quality.":[194],"objective":[196],"predict":[199],"Contrast":[203,242],"limited":[206],"labeled":[207],"data":[208],"offline":[210],"training,":[211],"dynamic":[213,230],"adjustments":[214],"settings.":[217],"Our":[218],"findings":[219],"reveal":[220],"outperforms":[225],"under":[229],"conditions":[231],"characterizing":[233],"-":[237,243],"specifically,":[238],"evaluating":[245],"segmentation":[247],"metrics.":[248]},"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"}
