{"id":"https://openalex.org/W74294278","doi":null,"title":"Computer vision in scheduling of industrial operations under uncertainty in large-scale and dynamic environments","display_name":"Computer vision in scheduling of industrial operations under uncertainty in large-scale and dynamic environments","publication_year":2012,"publication_date":"2012-03-07","ids":{"openalex":"https://openalex.org/W74294278","mag":"74294278"},"language":"en","primary_location":{"id":"mag:74294278","doi":null,"is_oa":false,"landing_page_url":"https://dl.acm.org/citation.cfm?id=2209428","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5102914203","display_name":"Anastasios D. Doulamis","orcid":"https://orcid.org/0000-0002-0612-5889","observed_orcids":["https://orcid.org/0000-0002-0612-5889"]},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anastasios Doulamis","raw_affiliation_strings":["Technical University of Crete, Computer Vision & Decision Support Laboratory, Chania, Greece"],"raw_orcid":"https://orcid.org/0000-0002-0612-5889","affiliations":[{"raw_affiliation_string":"Technical University of Crete, Computer Vision & Decision Support Laboratory, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023653865","display_name":"Nikolaos F. Matsatsinis","orcid":"https://orcid.org/0000-0003-0150-7615","observed_orcids":["https://orcid.org/0000-0003-0150-7615"]},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Matsatsinis","raw_affiliation_strings":["Technical University of Crete, Computer Vision & Decision Support Laboratory, Chania, Greece"],"raw_orcid":"https://orcid.org/0000-0003-0150-7615","affiliations":[{"raw_affiliation_string":"Technical University of Crete, Computer Vision & Decision Support Laboratory, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55741626"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.6025000214576721,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.6025000214576721,"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"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.15970000624656677,"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"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.030300000682473183,"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-vision","display_name":"computer vision","score":0.9470000267028809},{"id":"https://openalex.org/keywords/industrial-scheduling","display_name":"industrial scheduling","score":0.7160000205039978},{"id":"https://openalex.org/keywords/uncertainty","display_name":"uncertainty","score":0.5479999780654907},{"id":"https://openalex.org/keywords/e-learning","display_name":"online learning","score":0.6399999856948853},{"id":"https://openalex.org/keywords/self-adaptive-learning","display_name":"self-adaptive learning","score":0.9670000076293945},{"id":"https://openalex.org/keywords/object-recognition","display_name":"object recognition","score":0.753000020980835},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"knowledge transfer","score":0.9679999947547913},{"id":"https://openalex.org/keywords/unlearning","display_name":"unlearning","score":0.8149999976158142},{"id":"https://openalex.org/keywords/reverse-learning","display_name":"reverse learning","score":0.7620000243186951},{"id":"https://openalex.org/keywords/knowledge-generalization","display_name":"knowledge generalization","score":0.6489999890327454}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6879373788833618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6085543036460876},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5194315910339355},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4994833469390869},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.497908353805542},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.4345491826534271},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4332699179649353},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4302385449409485},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.4142577052116394},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39251649379730225},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18413802981376648},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.09579452872276306},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:74294278","doi":null,"is_oa":false,"landing_page_url":"https://dl.acm.org/citation.cfm?id=2209428","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6773999929428101,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W121879686","https://openalex.org/W206745480","https://openalex.org/W612144037","https://openalex.org/W1533475971","https://openalex.org/W1549998098","https://openalex.org/W1966620219","https://openalex.org/W2044707217","https://openalex.org/W2164520090","https://openalex.org/W4212863985"],"related_works":["https://openalex.org/W2056877710","https://openalex.org/W7164342622","https://openalex.org/W6959764540","https://openalex.org/W2301281217","https://openalex.org/W2469557131","https://openalex.org/W7096846329","https://openalex.org/W4240278085","https://openalex.org/W1974826837","https://openalex.org/W4206973427","https://openalex.org/W2136009866"],"abstract_inverted_index":{"This":[0],"paper":[1],"researches":[2],"on-line":[3],"and":[4,17,27,32,45,93,134],"self":[5,116],"adaptive":[6,117],"learning":[7,55,84,107,123,139],"strategies":[8,118],"blending":[9],"with":[10,64,121],"computer":[11],"vision":[12],"tools":[13],"to":[14,58,69,76,151],"visually":[15,49,132],"observe":[16],"then":[18],"schedule":[19],"industrial":[20,34,46,136],"operations":[21],"that":[22,97],"are":[23,74,119],"executed":[24],"dynamically,":[25],"concurrently":[26],"under":[28],"uncertainty":[29],"in":[30],"large-scale":[31],"complex":[33],"plants.":[35],"Our":[36],"methods":[37],"emulate":[38],"humans'":[39,141],"learning;":[40],"they":[41],"recursively":[42],"recognize":[43],"objects":[44],"processes,":[47],"from":[48,101],"observed":[50,133],"data,":[51],"combining":[52],"innovative":[53],"look-ahead":[54],"techniques,":[56],"able":[57],"estimate":[59],"future":[60],"states":[61],"of":[62,91,108],"objects/events,":[63],"dynamic":[65],"model":[66],"evolution":[67],"approaches":[68],"make":[70],"robust":[71],"identification":[72],"which":[73,126],"resilient":[75],"environmental":[77],"changes.":[78],"It":[79],"also":[80],"continuously":[81],"improves":[82],"objects/operations'":[83],"by":[85],"transferring":[86],"knowledge":[87,153],"within":[88],"a":[89],"network":[90],"distributed":[92],"active":[94],"cameras":[95],"so":[96],"what":[98],"is":[99],"learnt":[100],"one":[102],"confident":[103],"task":[104],"will":[105],"improve":[106,152],"other":[109],"uncertain":[110,135],"but":[111],"related":[112],"tasks.":[113],"All":[114],"these":[115],"framed":[120],"reverse":[122],"methodologies":[124],"(unlearning)":[125],"forgets":[127],"erroneous":[128],"or":[129],"even":[130],"contradictory":[131],"operations.":[137],"Reverse":[138],"resembles":[140],"brain":[142],"activity":[143],"during":[144],"sleep":[145],"sessions;":[146],"it":[147],"clarifies":[148],"mistaken":[149],"samples":[150],"generalization.":[154]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
