{"id":"https://openalex.org/W205105131","doi":"https://doi.org/10.1007/978-3-642-40820-5_21","title":"Accelerating Parallel Frequent Itemset Mining on Graphics Processors with Sorting","display_name":"Accelerating Parallel Frequent Itemset Mining on Graphics Processors with Sorting","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W205105131","doi":"https://doi.org/10.1007/978-3-642-40820-5_21","mag":"205105131"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-40820-5_21","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-40820-5_21","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-40820-5_21.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-40820-5_21.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032703247","display_name":"Yuan-Shao Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I59460038","display_name":"Chung Hua University","ror":"https://ror.org/01yzz0f51","country_code":"TW","type":"education","lineage":["https://openalex.org/I59460038"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yuan-Shao Huang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Chung Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Chung Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I59460038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101553990","display_name":"Kun-Ming Yu","orcid":"https://orcid.org/0000-0001-8706-3490"},"institutions":[{"id":"https://openalex.org/I59460038","display_name":"Chung Hua University","ror":"https://ror.org/01yzz0f51","country_code":"TW","type":"education","lineage":["https://openalex.org/I59460038"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kun-Ming Yu","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Chung Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Chung Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I59460038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101464955","display_name":"Liwei Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I1300757298","display_name":"Heilongjiang University of Science and Technology","ror":"https://ror.org/030xwyx96","country_code":"CN","type":"education","lineage":["https://openalex.org/I1300757298"]},{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li-Wei Zhou","raw_affiliation_strings":["School of Software, Harbin University of Science and Technology, Heilongjiang, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Harbin University of Science and Technology, Heilongjiang, China","institution_ids":["https://openalex.org/I1300757298","https://openalex.org/I100188998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035377793","display_name":"Ching\u2010Hsien Hsu","orcid":"https://orcid.org/0000-0002-2440-2771"},"institutions":[{"id":"https://openalex.org/I59460038","display_name":"Chung Hua University","ror":"https://ror.org/01yzz0f51","country_code":"TW","type":"education","lineage":["https://openalex.org/I59460038"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Hsien Hsu","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Chung Hua University, Hsinchu, Taiwan","Dept. of Computer Science and Information Engineering, Chung Hua University, 707, Sec. 2, WuFu Rd., 30012, Hsinchu, Taiwan R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Chung Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I59460038"]},{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, Chung Hua University, 707, Sec. 2, WuFu Rd., 30012, Hsinchu, Taiwan R.O.C","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101710542","display_name":"Shenghui Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]},{"id":"https://openalex.org/I1300757298","display_name":"Heilongjiang University of Science and Technology","ror":"https://ror.org/030xwyx96","country_code":"CN","type":"education","lineage":["https://openalex.org/I1300757298"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng-Hui Liu","raw_affiliation_strings":["School of Software, Harbin University of Science and Technology, Heilongjiang, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Harbin University of Science and Technology, Heilongjiang, China","institution_ids":["https://openalex.org/I1300757298","https://openalex.org/I100188998"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032703247"],"corresponding_institution_ids":["https://openalex.org/I59460038"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.8354,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90864371,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"245","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9998999834060669,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9912999868392944,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9552000164985657,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8802592158317566},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.7044169306755066},{"id":"https://openalex.org/keywords/apriori-algorithm","display_name":"Apriori algorithm","score":0.6330997347831726},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6038939356803894},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.4561225473880768},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4390562176704407},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.42150649428367615},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41381996870040894},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.37937480211257935},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3257352113723755},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19981041550636292},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07606548070907593},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.07331162691116333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8802592158317566},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7044169306755066},{"id":"https://openalex.org/C81440476","wikidata":"https://www.wikidata.org/wiki/Q513511","display_name":"Apriori algorithm","level":3,"score":0.6330997347831726},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6038939356803894},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.4561225473880768},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4390562176704407},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.42150649428367615},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41381996870040894},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.37937480211257935},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3257352113723755},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19981041550636292},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07606548070907593},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.07331162691116333},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-40820-5_21","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-40820-5_21","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-40820-5_21.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01513752v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01513752","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"10th International Conference on Network and Parallel Computing (NPC), Sep 2013, Guiyang, China. pp.245-256, ⟨10.1007/978-3-642-40820-5_21⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-40820-5_21","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-40820-5_21","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-40820-5_21.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W205105131.pdf","grobid_xml":"https://content.openalex.org/works/W205105131.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W159994430","https://openalex.org/W1484413656","https://openalex.org/W1506285740","https://openalex.org/W1654288057","https://openalex.org/W1779478482","https://openalex.org/W2023770077","https://openalex.org/W2030969394","https://openalex.org/W2039781906","https://openalex.org/W2060444451","https://openalex.org/W2061385305","https://openalex.org/W2063012022","https://openalex.org/W2080911190","https://openalex.org/W2106965741","https://openalex.org/W2129490689","https://openalex.org/W2140770284","https://openalex.org/W2166559705","https://openalex.org/W2476903181","https://openalex.org/W2998574808","https://openalex.org/W4248966671"],"related_works":["https://openalex.org/W2390051172","https://openalex.org/W2297208791","https://openalex.org/W2367209111","https://openalex.org/W2351000793","https://openalex.org/W2366790077","https://openalex.org/W2348276166","https://openalex.org/W3034345083","https://openalex.org/W2607264580","https://openalex.org/W3012205960","https://openalex.org/W1483188779"],"abstract_inverted_index":{"Frequent":[0,17,68,75],"Itemset":[1,18,56,69,76],"Mining":[2,19,70,77],"(FIM)":[3,20,58],"is":[4,21,47,84],"one":[5,48],"of":[6,11,16,49,104],"the":[7,24,29,44,50,96,111,117,125],"most":[8,25],"investigated":[9],"fields":[10],"data":[12],"mining.":[13],"The":[14,120],"goal":[15],"to":[22,39,94,108],"find":[23],"frequently-occurring":[26],"subsets":[27],"from":[28],"transactions":[30],"within":[31],"a":[32,60,66],"database.":[33,62],"Many":[34],"methods":[35,53],"have":[36],"been":[37],"proposed":[38,126],"solve":[40],"this":[41,64],"problem,":[42],"and":[43],"Apriori":[45],"algorithm":[46,87,127],"best":[51],"known":[52],"for":[54],"frequent":[55,112],"mining":[57,97],"in":[59],"transactional":[61],"In":[63,99],"paper,":[65],"parallel":[67],"Algorithm,":[71],"called":[72],"Accelerating":[73],"Parallel":[74],"on":[78,116],"Graphic":[79],"Processors":[80],"with":[81,134],"Sorting":[82],"(APFMS),":[83],"presented.":[85],"This":[86],"utilizes":[88],"new-generation":[89],"graphic":[90],"processing":[91,102],"units":[92,103],"(GPUs)":[93],"accelerate":[95],"process.":[98],"it,":[100],"massive":[101],"GPU":[105],"were":[106],"used":[107],"speed":[109],"up":[110],"item":[113],"verification":[114],"procedure":[115],"OpenCL":[118],"platform.":[119],"experimental":[121],"results":[122],"demonstrated":[123],"that":[124],"had":[128],"dramatically":[129],"reduced":[130],"computation":[131],"time":[132],"compared":[133],"previous":[135],"methods.":[136]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}