{"id":"https://openalex.org/W2405710818","doi":"https://doi.org/10.3233/978-1-61499-440-4-379","title":"Design for Assembly in Series Production by Using Data Mining Methods","display_name":"Design for Assembly in Series Production by Using Data Mining Methods","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2405710818","doi":"https://doi.org/10.3233/978-1-61499-440-4-379","mag":"2405710818"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-440-4-379","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-440-4-379","pdf_url":null,"source":{"id":"https://openalex.org/S4210187496","display_name":"Advances in transdisciplinary engineering","issn_l":"2352-751X","issn":["2352-751X","2352-7528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Transdisciplinary Engineering","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/978-1-61499-440-4-379","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116320217","display_name":"Kretschmer Ralf","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kretschmer Ralf","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085922443","display_name":"Rulhoff Stefan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rulhoff Stefan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116306717","display_name":"Stjepandi cacute Josip","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stjepandić Josip","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5116320217"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1169,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82205882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"379","last_page":"388"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9983000159263611,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9983000159263611,"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":0.9900000095367432,"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/T12176","display_name":"Optimization and Packing Problems","score":0.9843999743461609,"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/series","display_name":"Series (stratigraphy)","score":0.7169443368911743},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5740020871162415},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49416711926460266},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4454890191555023},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3810409605503082},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35840702056884766},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3027917742729187},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1489679217338562},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.06491085886955261},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.042236775159835815}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7169443368911743},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5740020871162415},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49416711926460266},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4454890191555023},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3810409605503082},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35840702056884766},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3027917742729187},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1489679217338562},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.06491085886955261},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.042236775159835815},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-440-4-379","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-440-4-379","pdf_url":null,"source":{"id":"https://openalex.org/S4210187496","display_name":"Advances in transdisciplinary engineering","issn_l":"2352-751X","issn":["2352-751X","2352-7528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Transdisciplinary Engineering","raw_type":"book-chapter"},{"id":"mag:2405710818","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/ispe/ispe2014.html#KretschmerRS14","pdf_url":null,"source":{"id":"https://openalex.org/S4306514495","display_name":"ISPE CE","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"ISPE CE","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/978-1-61499-440-4-379","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-440-4-379","pdf_url":null,"source":{"id":"https://openalex.org/S4210187496","display_name":"Advances in transdisciplinary engineering","issn_l":"2352-751X","issn":["2352-751X","2352-7528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Transdisciplinary Engineering","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W73023751","https://openalex.org/W74054217","https://openalex.org/W159197800","https://openalex.org/W209945127","https://openalex.org/W366789857","https://openalex.org/W650423210","https://openalex.org/W1482261643","https://openalex.org/W1523949054","https://openalex.org/W1578359537","https://openalex.org/W1680392829","https://openalex.org/W1854727853","https://openalex.org/W1976392142","https://openalex.org/W1982548767","https://openalex.org/W1994819533","https://openalex.org/W1996039522","https://openalex.org/W2001652766","https://openalex.org/W2057969135","https://openalex.org/W2061578209","https://openalex.org/W2140190241","https://openalex.org/W2140705868","https://openalex.org/W2144971205","https://openalex.org/W2332337516","https://openalex.org/W2396520550","https://openalex.org/W2479083095","https://openalex.org/W2503375463","https://openalex.org/W3204616723"],"related_works":["https://openalex.org/W1919101720","https://openalex.org/W4390822878","https://openalex.org/W96888382","https://openalex.org/W4386126592","https://openalex.org/W2041308758","https://openalex.org/W4392529072","https://openalex.org/W4394131749","https://openalex.org/W4394084199","https://openalex.org/W1976730198","https://openalex.org/W2787593906"],"abstract_inverted_index":{"Decision":[0],"making":[1],"in":[2,64,79,126,139],"early":[3,120],"production":[4,41,128],"planning":[5,23,77,147],"phases":[6],"is":[7],"often":[8],"based":[9],"on":[10],"vague":[11],"expert":[12],"knowledge":[13,20],"due":[14],"to":[15,31,81],"lack":[16],"of":[17,40,67,75,95,106,123],"a":[18,28,46],"reliable":[19],"base.":[21],"Virtual":[22],"has":[24],"been":[25],"prevailed":[26],"as":[27,137],"method":[29],"used":[30],"evaluate":[32],"risks":[33],"and":[34,49,88,146],"costs":[35],"before":[36],"the":[37,50,65,73,92,111],"concrete":[38],"realization":[39],"processes.":[42,84],"This":[43],"paper":[44],"introduces":[45],"new":[47,107],"concept":[48,100],"corresponding":[51],"data":[52,78,90],"model":[53],"for":[54,56,104],"Design":[55],"Assembly":[57],"by":[58],"using":[59,132],"Data":[60,96,134],"Mining":[61,97,135],"(DM)":[62],"methods":[63,136],"field":[66],"series":[68,127],"production.":[69],"The":[70,99],"approach":[71,118],"adopts":[72],"usage":[74,94],"existing":[76],"order":[80],"extrapolate":[82],"assembly":[83,124],"Especially":[85],"linked":[86],"product":[87,112],"process":[89,114],"allow":[91],"innovative":[93,133],"methods.":[98],"presents":[101],"assistance":[102],"potentials":[103],"development":[105],"products":[108],"variants":[109],"along":[110],"emergence":[113],"(PEP).":[115],"With":[116],"this":[117],"an":[119,140],"cost":[121],"estimation":[122],"processes":[125,148],"can":[129,149],"be":[130,150],"achieved":[131],"shown":[138],"industrial":[141],"use":[142],"case.":[143],"Furthermore,":[144],"design":[145],"supported":[151],"effectively.":[152]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}