{"id":"https://openalex.org/W3202012559","doi":"https://doi.org/10.1109/spac53836.2021.9539940","title":"Big data modeling of product value-added services based on SAMME-CART algorithm","display_name":"Big data modeling of product value-added services based on SAMME-CART algorithm","publication_year":2021,"publication_date":"2021-06-18","ids":{"openalex":"https://openalex.org/W3202012559","doi":"https://doi.org/10.1109/spac53836.2021.9539940","mag":"3202012559"},"language":"en","primary_location":{"id":"doi:10.1109/spac53836.2021.9539940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spac53836.2021.9539940","pdf_url":null,"source":{"id":"https://openalex.org/S4306498851","display_name":"2021 International Conference on Security, Pattern Analysis, and Cybernetics\uff08SPAC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Security, Pattern Analysis, and Cybernetics\uff08SPAC)","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/A5013185612","display_name":"Zhouhao Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhouhao Lai","raw_affiliation_strings":["School of Computers and Guangdong, Guangdong University of Technology,Province Key Laboratory of Intelligent Decision and Cooperative Control,Guangzhou,China,510006"],"affiliations":[{"raw_affiliation_string":"School of Computers and Guangdong, Guangdong University of Technology,Province Key Laboratory of Intelligent Decision and Cooperative Control,Guangzhou,China,510006","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053415709","display_name":"Hongru Ren","orcid":"https://orcid.org/0000-0002-2524-4533"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongru Ren","raw_affiliation_strings":["School of Computers and Guangdong, Guangdong University of Technology,Province Key Laboratory of Intelligent Decision and Cooperative Control,Guangzhou,China,510006"],"affiliations":[{"raw_affiliation_string":"School of Computers and Guangdong, Guangdong University of Technology,Province Key Laboratory of Intelligent Decision and Cooperative Control,Guangzhou,China,510006","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069617479","display_name":"Renquan Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renquan Lu","raw_affiliation_strings":["School of Computers and Guangdong, Guangdong University of Technology,Province Key Laboratory of Intelligent Decision and Cooperative Control,Guangzhou,China,510006"],"affiliations":[{"raw_affiliation_string":"School of Computers and Guangdong, Guangdong University of Technology,Province Key Laboratory of Intelligent Decision and Cooperative Control,Guangzhou,China,510006","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067372014","display_name":"Junhao Qiu","orcid":"https://orcid.org/0000-0002-4401-9841"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhao Qiu","raw_affiliation_strings":["School of Computers and Guangdong, Guangdong University of Technology,Province Key Laboratory of Intelligent Decision and Cooperative Control,Guangzhou,China,510006"],"affiliations":[{"raw_affiliation_string":"School of Computers and Guangdong, Guangdong University of Technology,Province Key Laboratory of Intelligent Decision and Cooperative Control,Guangzhou,China,510006","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013185612"],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13497653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"461","last_page":"465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9603000283241272,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9286999702453613,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/computer-science","display_name":"Computer science","score":0.7057319283485413},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6607972383499146},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6176653504371643},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.551385223865509},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.528326153755188},{"id":"https://openalex.org/keywords/product-type","display_name":"Product type","score":0.5229688286781311},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5194646716117859},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.45819008350372314},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.45261862874031067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2755129933357239},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12807214260101318}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7057319283485413},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6607972383499146},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6176653504371643},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.551385223865509},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.528326153755188},{"id":"https://openalex.org/C23219732","wikidata":"https://www.wikidata.org/wiki/Q7247800","display_name":"Product type","level":2,"score":0.5229688286781311},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5194646716117859},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.45819008350372314},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.45261862874031067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2755129933357239},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12807214260101318},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/spac53836.2021.9539940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spac53836.2021.9539940","pdf_url":null,"source":{"id":"https://openalex.org/S4306498851","display_name":"2021 International Conference on Security, Pattern Analysis, and Cybernetics\uff08SPAC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Security, Pattern Analysis, and Cybernetics\uff08SPAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/12"}],"awards":[{"id":"https://openalex.org/G5090588688","display_name":null,"funder_award_id":"62003093,62033003,U1911401","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6492333410","display_name":null,"funder_award_id":"2018YFB,1700400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1963751286","https://openalex.org/W1968969471","https://openalex.org/W2086522363","https://openalex.org/W2096634020","https://openalex.org/W2606734973","https://openalex.org/W2751490707","https://openalex.org/W2807656316","https://openalex.org/W2969590504","https://openalex.org/W3015677851","https://openalex.org/W3036369802","https://openalex.org/W6736853852"],"related_works":["https://openalex.org/W1982169401","https://openalex.org/W2030894524","https://openalex.org/W2591672004","https://openalex.org/W1648970942","https://openalex.org/W4243803609","https://openalex.org/W4319437832","https://openalex.org/W4387869645","https://openalex.org/W2348694184","https://openalex.org/W2356463514","https://openalex.org/W2350430350"],"abstract_inverted_index":{"For":[0],"the":[1,7,20,29,32,40,50,61,77,81,86,93,98,102,106,113,117,127],"life":[2],"cycle":[3],"of":[4,11,31,43,49,63,101],"a":[5,12,57,64,70,132,145],"product,":[6],"after-sales":[8,26],"value-added":[9,17],"services":[10],"product":[13,21,44],"can":[14,143],"bring":[15],"huge":[16],"effects":[18],"to":[19,38,96],"value.":[22],"The":[23],"most":[24],"important":[25,37],"service":[27],"is":[28,35,73,124],"maintenance":[30],"product.":[33],"It":[34],"extremely":[36],"predict":[39,97],"fault":[41,52,109],"type":[42,53,100,110],"accurately":[45],"and":[46,80,88,137],"timely.":[47],"Most":[48],"existing":[51],"prediction":[54,111],"models":[55],"use":[56],"single":[58,65,133],"algorithm,":[59],"ignoring":[60],"limitations":[62],"algorithm.":[66],"In":[67,105],"this":[68,122,155],"paper,":[69],"multi-classification":[71,118,128],"model":[72,119,129],"established":[74],"by":[75,85,131],"using":[76],"SAMME":[78],"algorithm":[79,91,134],"decision":[82],"tree":[83],"constructed":[84,120,130],"Classification":[87],"Decision":[89],"Tree":[90],"as":[92],"base":[94],"classifier":[95],"failure":[99],"ultrasonic":[103,107],"flowmeter.":[104],"flowmeter":[108],"experiment,":[112],"results":[114],"show":[115],"that":[116,141],"in":[121,135,154],"paper":[123],"better":[125],"than":[126],"accuracy":[136],"other":[138],"indicators.":[139],"So":[140],"it":[142],"provide":[144],"reference":[146],"for":[147],"people":[148],"who":[149],"carry":[150],"out":[151],"related":[152],"work":[153],"business":[156],"domain.":[157]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}