{"id":"https://openalex.org/W2158172453","doi":"https://doi.org/10.1109/ddecs.2014.6868806","title":"Customer return detection with features selection","display_name":"Customer return detection with features selection","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2158172453","doi":"https://doi.org/10.1109/ddecs.2014.6868806","mag":"2158172453"},"language":"en","primary_location":{"id":"doi:10.1109/ddecs.2014.6868806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ddecs.2014.6868806","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"17th International Symposium on Design and Diagnostics of Electronic Circuits &amp; Systems","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/A5013864851","display_name":"Domenico Bertoncelli","orcid":"https://orcid.org/0000-0003-2153-0337"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Domenico Bertoncelli","raw_affiliation_strings":["Department of Information Engineering, University of L\u2019 Aquila, Italy","Department of Information Engineering, University of L' Aquila, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of L\u2019 Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Department of Information Engineering, University of L' Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018272575","display_name":"Pasquale Caianiello","orcid":"https://orcid.org/0000-0003-1006-326X"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pasquale Caianiello","raw_affiliation_strings":["Department of Information Engineering, University of L\u2019 Aquila, Italy","Department of Information Engineering, University of L' Aquila, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of L\u2019 Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Department of Information Engineering, University of L' Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013864851"],"corresponding_institution_ids":["https://openalex.org/I26415053"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21788465,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"268","last_page":"269"},"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":0.9979000091552734,"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":0.9979000091552734,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wafer-testing","display_name":"Wafer testing","score":0.6551899313926697},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.649492621421814},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6318423748016357},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6181050539016724},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5046144723892212},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4927208721637726},{"id":"https://openalex.org/keywords/wafer","display_name":"Wafer","score":0.48148787021636963},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4728577136993408},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.44106751680374146},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.4271082878112793},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37042152881622314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3538602888584137},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24063622951507568},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.22641977667808533},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10878634452819824}],"concepts":[{"id":"https://openalex.org/C44445679","wikidata":"https://www.wikidata.org/wiki/Q2538844","display_name":"Wafer testing","level":3,"score":0.6551899313926697},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.649492621421814},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6318423748016357},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6181050539016724},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5046144723892212},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4927208721637726},{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.48148787021636963},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4728577136993408},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.44106751680374146},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.4271082878112793},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37042152881622314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3538602888584137},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24063622951507568},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.22641977667808533},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10878634452819824},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ddecs.2014.6868806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ddecs.2014.6868806","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"17th International Symposium on Design and Diagnostics of Electronic Circuits &amp; Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2091758325","https://openalex.org/W2137130182","https://openalex.org/W2153635508","https://openalex.org/W2154053567","https://openalex.org/W2158176397","https://openalex.org/W2294605953","https://openalex.org/W3120421331"],"related_works":["https://openalex.org/W2112424816","https://openalex.org/W2054845823","https://openalex.org/W2540312267","https://openalex.org/W2070188681","https://openalex.org/W2367528910","https://openalex.org/W2156694894","https://openalex.org/W2031579205","https://openalex.org/W4229506424","https://openalex.org/W2593225652","https://openalex.org/W4211068164"],"abstract_inverted_index":{"We":[0,39,97],"address":[1],"the":[2,63,115],"semiconductor":[3],"industry":[4],"problem":[5,21],"of":[6,35,65,76,80,117,123],"detecting":[7],"microchips":[8],"that":[9],"escape":[10],"production":[11],"tests":[12,83],"but":[13],"are":[14],"returned":[15],"by":[16],"customers":[17],"as":[18],"non-functional.":[19],"This":[20],"deals":[22],"with":[23,84,93],"analyzing":[24],"high":[25],"dimensional":[26],"unbalanced":[27],"databases":[28],"collecting":[29],"only":[30],"a":[31,44,66,70,73,77,88,124],"very":[32],"small":[33],"number":[34],"customer":[36,56,112,119],"return":[37],"samples.":[38],"show":[40],"how":[41],"to":[42],"construct":[43],"model":[45,71],"for":[46],"effectively":[47],"discriminating,":[48],"based":[49],"on":[50,102],"wafer":[51,81],"probe":[52,82],"test":[53,110],"data,":[54],"potential":[55],"returns":[57,113,120],"from":[58,105],"other":[59],"good":[60],"chips":[61],"at":[62,121],"cost":[64,122],"low":[67,126],"overkill,":[68],"where":[69],"is":[72],"pair":[74],"consisting":[75],"selected":[78],"set":[79],"minimal":[85],"redundancy":[86],"and":[87,111],"1-class-SVM":[89],"(Support":[90],"Vector":[91],"Machine)":[92],"optimal":[94],"kernel":[95],"parameters.":[96],"report":[98],"about":[99],"an":[100],"experimentation":[101],"real":[103],"data":[104],"EWS":[106],"(Electronic":[107],"Wafer":[108],"Sort)":[109],"showing":[114],"capability":[116],"predicting":[118],"relatively":[125],"overkill.":[127]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
