{"id":"https://openalex.org/W1973475971","doi":"https://doi.org/10.1109/nabic.2014.6921895","title":"Manufacturing rush orders rescheduling: a supervised learning approach","display_name":"Manufacturing rush orders rescheduling: a supervised learning approach","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W1973475971","doi":"https://doi.org/10.1109/nabic.2014.6921895","mag":"1973475971"},"language":"en","primary_location":{"id":"doi:10.1109/nabic.2014.6921895","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2014.6921895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Sixth World Congress on Nature and Biologically Inspired Computing (NaBIC 2014)","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/A5088547215","display_name":"Ana Madureira","orcid":"https://orcid.org/0000-0002-0264-4710"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"A. Madureira","raw_affiliation_strings":["GECAD-Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Porto, Portugal","GECAD - Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Portugal"],"affiliations":[{"raw_affiliation_string":"GECAD-Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"GECAD - Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100761750","display_name":"Jorge M. Santos","orcid":"https://orcid.org/0000-0002-2760-7756"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"J. M. Santos","raw_affiliation_strings":["GECAD-Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Porto, Portugal","GECAD - Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Portugal"],"affiliations":[{"raw_affiliation_string":"GECAD-Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"GECAD - Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083897916","display_name":"Samuel Gomes","orcid":"https://orcid.org/0000-0001-8374-5064"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"S. Gomes","raw_affiliation_strings":["GECAD-Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Porto, Portugal","GECAD - Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Portugal"],"affiliations":[{"raw_affiliation_string":"GECAD-Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"GECAD - Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012666271","display_name":"Bruno Cunha","orcid":"https://orcid.org/0000-0002-8661-3080"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"B. Cunha","raw_affiliation_strings":["GECAD-Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Porto, Portugal","GECAD - Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Portugal"],"affiliations":[{"raw_affiliation_string":"GECAD-Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"GECAD - Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065924183","display_name":"Jo\u00e3o Paulo Pereira","orcid":"https://orcid.org/0000-0001-9259-0308"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"J.P. Pereira","raw_affiliation_strings":["GECAD-Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Porto, Portugal","GECAD - Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Portugal"],"affiliations":[{"raw_affiliation_string":"GECAD-Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"GECAD - Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022827069","display_name":"Ivo Pereira","orcid":"https://orcid.org/0000-0001-5440-3225"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"I. Pereira","raw_affiliation_strings":["GECAD-Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Porto, Portugal","GECAD - Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Portugal"],"affiliations":[{"raw_affiliation_string":"GECAD-Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"GECAD - Knowledge Engineering and Decision Support Research Center, School of Engineering from Polytechnic of Porto (ISEP/IPP), Portugal","institution_ids":["https://openalex.org/I83863532"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5088547215"],"corresponding_institution_ids":["https://openalex.org/I83863532"],"apc_list":null,"apc_paid":null,"fwci":1.8473,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86011648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"299","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9993000030517578,"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":0.9993000030517578,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9977999925613403,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9976999759674072,"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/scheduling","display_name":"Scheduling (production processes)","score":0.7171668410301208},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6672437787055969},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5483790040016174},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.5239387154579163},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5108339786529541},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.48654475808143616},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.4860732853412628},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44740158319473267},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3828210234642029},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3751639723777771},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22858959436416626},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.17765450477600098}],"concepts":[{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.7171668410301208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6672437787055969},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5483790040016174},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.5239387154579163},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5108339786529541},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.48654475808143616},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.4860732853412628},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44740158319473267},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3828210234642029},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3751639723777771},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22858959436416626},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.17765450477600098},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nabic.2014.6921895","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2014.6921895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Sixth World Congress on Nature and Biologically Inspired Computing (NaBIC 2014)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W43327923","https://openalex.org/W653041767","https://openalex.org/W1490690756","https://openalex.org/W1523940503","https://openalex.org/W1538138443","https://openalex.org/W1554663460","https://openalex.org/W1564267444","https://openalex.org/W1569512666","https://openalex.org/W1594031697","https://openalex.org/W1604329830","https://openalex.org/W1770071703","https://openalex.org/W1936820433","https://openalex.org/W1979301606","https://openalex.org/W1981322468","https://openalex.org/W1985372952","https://openalex.org/W2092533205","https://openalex.org/W2102831270","https://openalex.org/W2103496339","https://openalex.org/W2119821739","https://openalex.org/W2122967269","https://openalex.org/W2129018774","https://openalex.org/W2138178898","https://openalex.org/W2143538294","https://openalex.org/W2164670370","https://openalex.org/W2170749044","https://openalex.org/W2793989053","https://openalex.org/W3198350258","https://openalex.org/W4229644324","https://openalex.org/W4255654664","https://openalex.org/W4285719527","https://openalex.org/W4299584423","https://openalex.org/W4388297464","https://openalex.org/W6645178370","https://openalex.org/W6675503320"],"related_works":["https://openalex.org/W3172150420","https://openalex.org/W2107725657","https://openalex.org/W2112121444","https://openalex.org/W2509452605","https://openalex.org/W3112689649","https://openalex.org/W2148608945","https://openalex.org/W3204654320","https://openalex.org/W4401161891","https://openalex.org/W1470192148","https://openalex.org/W2369224372"],"abstract_inverted_index":{"Contemporary":[0],"manufacturing":[1,53],"scheduling":[2,90],"has":[3],"still":[4],"limitations":[5],"in":[6,63,73,87],"real-world":[7],"environments":[8],"where":[9],"disturbances":[10],"on":[11],"working":[12],"conditions":[13],"could":[14],"occur":[15],"over":[16],"time.":[17],"Therefore,":[18],"human":[19],"intervention":[20],"is":[21],"required":[22],"to":[23,32,65,76],"maintain":[24],"real-time":[25],"adaptation":[26],"and":[27,29],"optimization":[28],"efficiently":[30],"adapt":[31],"the":[33,41,48,67,74,78],"inherent":[34],"dynamic":[35,89],"of":[36,43,51,59,69],"markets.":[37],"This":[38],"paper":[39],"addresses":[40],"problem":[42],"incorporating":[44],"rush":[45],"orders":[46],"into":[47],"current":[49],"schedule":[50],"a":[52,84,88],"shop":[54],"floor":[55],"organization.":[56],"A":[57],"set":[58],"experiments":[60],"were":[61],"performed":[62],"order":[64,86],"evaluate":[66],"applicability":[68],"supervised":[70],"classification":[71],"algorithms":[72],"attempt":[75],"predict":[77],"best":[79],"integration":[80],"mechanism":[81],"when":[82],"receiving":[83],"new":[85],"problem.":[91]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}