{"id":"https://openalex.org/W3161274628","doi":"https://doi.org/10.1145/3409334.3452076","title":"Modification and complexity analysis of an incremental learning algorithm under the VPRS model","display_name":"Modification and complexity analysis of an incremental learning algorithm under the VPRS model","publication_year":2021,"publication_date":"2021-04-15","ids":{"openalex":"https://openalex.org/W3161274628","doi":"https://doi.org/10.1145/3409334.3452076","mag":"3161274628"},"language":"en","primary_location":{"id":"doi:10.1145/3409334.3452076","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3409334.3452076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 ACM Southeast Conference","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/A5101799909","display_name":"Xuguang Chen","orcid":"https://orcid.org/0000-0002-4191-7750"},"institutions":[{"id":"https://openalex.org/I143115733","display_name":"Saint Martin's University","ror":"https://ror.org/01awd1q38","country_code":"US","type":"education","lineage":["https://openalex.org/I143115733"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xuguang Chen","raw_affiliation_strings":["Saint Martin's University"],"affiliations":[{"raw_affiliation_string":"Saint Martin's University","institution_ids":["https://openalex.org/I143115733"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101799909"],"corresponding_institution_ids":["https://openalex.org/I143115733"],"apc_list":null,"apc_paid":null,"fwci":0.148,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48805229,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"170","last_page":"174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9480000138282776,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.8885077238082886},{"id":"https://openalex.org/keywords/dominance-based-rough-set-approach","display_name":"Dominance-based rough set approach","score":0.6124493479728699},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5943254828453064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5833484530448914},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5276081562042236},{"id":"https://openalex.org/keywords/decision-table","display_name":"Decision table","score":0.4877355992794037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4242193400859833},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.4224306643009186},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.41308173537254333},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3908531665802002}],"concepts":[{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.8885077238082886},{"id":"https://openalex.org/C39105242","wikidata":"https://www.wikidata.org/wiki/Q5290286","display_name":"Dominance-based rough set approach","level":3,"score":0.6124493479728699},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5943254828453064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5833484530448914},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5276081562042236},{"id":"https://openalex.org/C172967692","wikidata":"https://www.wikidata.org/wiki/Q747762","display_name":"Decision table","level":3,"score":0.4877355992794037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4242193400859833},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.4224306643009186},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.41308173537254333},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3908531665802002},{"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:10.1145/3409334.3452076","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3409334.3452076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 ACM Southeast Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1557923305","https://openalex.org/W1593699882","https://openalex.org/W1822488028","https://openalex.org/W1963843406","https://openalex.org/W1980861610","https://openalex.org/W1997362234","https://openalex.org/W4232953319"],"related_works":["https://openalex.org/W2142981909","https://openalex.org/W2564591034","https://openalex.org/W192150630","https://openalex.org/W4239767946","https://openalex.org/W4214891796","https://openalex.org/W2362498863","https://openalex.org/W3013418296","https://openalex.org/W2030692046","https://openalex.org/W2386656143","https://openalex.org/W2100608208"],"abstract_inverted_index":{"This":[0,103],"article":[1,104],"introduced":[2],"the":[3,15,24,32,39,53,64,67,88,98,107],"modification":[4],"of":[5,26,34,52,76,100],"an":[6,50],"incremental":[7],"learning":[8],"algorithm":[9,19,68,89,108],"and":[10,82],"summarized":[11],"its":[12,77,123],"performance":[13],"via":[14],"complexity":[16],"analysis.":[17],"The":[18,41],"was":[20,90],"originally":[21],"proposed":[22],"in":[23,116],"context":[25],"classic":[27,54],"rough":[28,44,55],"set":[29,45,56],"theory,":[30],"utilizing":[31],"hierarchy":[33],"probabilistic":[35],"decision":[36],"tables":[37],"as":[38],"classifier.":[40],"variable":[42],"precision":[43],"model":[46],"(VPRS":[47],"model)":[48],"is":[49],"extension":[51],"theory":[57],"with":[58],"unique":[59],"features.":[60],"When":[61],"implemented":[62],"under":[63],"VPRS":[65],"model,":[66],"has":[69],"to":[70],"be":[71,80,113],"modified;":[72],"for":[73,97],"example,":[74],"some":[75],"strategies":[78],"can":[79,112],"merged":[81],"additional":[83],"operations":[84],"are":[85],"required.":[86],"Initially,":[87],"modified":[91],"into":[92],"a":[93],"version":[94],"specifically":[95],"suitable":[96],"field":[99],"face":[101],"recognition.":[102],"further":[105],"reformulated":[106],"so":[109],"that":[110],"it":[111],"potentially":[114],"applied":[115],"different":[117],"areas":[118],"and,":[119],"after":[120],"that,":[121],"analyzed":[122],"complexity.":[124]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
