{"id":"https://openalex.org/W2074837969","doi":"https://doi.org/10.1145/1992896.1992902","title":"Fastest association rule mining algorithm predictor (FARM-AP)","display_name":"Fastest association rule mining algorithm predictor (FARM-AP)","publication_year":2011,"publication_date":"2011-05-16","ids":{"openalex":"https://openalex.org/W2074837969","doi":"https://doi.org/10.1145/1992896.1992902","mag":"2074837969"},"language":"en","primary_location":{"id":"doi:10.1145/1992896.1992902","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1992896.1992902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Fourth International C* Conference on Computer Science and Software Engineering","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/A5072153377","display_name":"Metanat Hooshsadat","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Metanat HooshSadat","raw_affiliation_strings":["University of Alberta, Edmonton, Alberta, Canada","University of Alberta, Edmonton, Alberta., Canada"],"affiliations":[{"raw_affiliation_string":"University of Alberta, Edmonton, Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"University of Alberta, Edmonton, Alberta., Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012252100","display_name":"Hamman Samuel","orcid":"https://orcid.org/0000-0002-3053-6047"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hamman W. Samuel","raw_affiliation_strings":["University of Alberta, Edmonton, Alberta, Canada","University of Alberta, Edmonton, Alberta., Canada"],"affiliations":[{"raw_affiliation_string":"University of Alberta, Edmonton, Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"University of Alberta, Edmonton, Alberta., Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027237733","display_name":"Sonal Patel","orcid":"https://orcid.org/0009-0005-9037-1191"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sonal Patel","raw_affiliation_strings":["University of Alberta, Edmonton, Alberta, Canada","University of Alberta, Edmonton, Alberta., Canada"],"affiliations":[{"raw_affiliation_string":"University of Alberta, Edmonton, Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"University of Alberta, Edmonton, Alberta., Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053745515","display_name":"Osmar R. Za\u0131\u0308ane","orcid":"https://orcid.org/0000-0002-0060-5988"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Osmar R. Za\u00efane","raw_affiliation_strings":["University of Alberta, Edmonton, Alberta, Canada","University of Alberta, Edmonton, Alberta., Canada"],"affiliations":[{"raw_affiliation_string":"University of Alberta, Edmonton, Alberta, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"University of Alberta, Edmonton, Alberta., Canada","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072153377"],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":null,"apc_paid":null,"fwci":4.5867,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.94834427,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":1.0,"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":1.0,"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":0.9904000163078308,"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":0.9787999987602234,"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/association-rule-learning","display_name":"Association rule learning","score":0.837202250957489},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.830731987953186},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.76320481300354},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.7102466821670532},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6293684840202332},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.542268693447113},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5239503383636475},{"id":"https://openalex.org/keywords/partition-problem","display_name":"Partition problem","score":0.46440672874450684},{"id":"https://openalex.org/keywords/algorithm-design","display_name":"Algorithm design","score":0.44136565923690796},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3640047013759613},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09070345759391785}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.837202250957489},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.830731987953186},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.76320481300354},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.7102466821670532},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6293684840202332},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.542268693447113},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5239503383636475},{"id":"https://openalex.org/C35995877","wikidata":"https://www.wikidata.org/wiki/Q1065968","display_name":"Partition problem","level":3,"score":0.46440672874450684},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.44136565923690796},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3640047013759613},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09070345759391785},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1992896.1992902","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1992896.1992902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Fourth International C* Conference on Computer Science and Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.228.6954","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.228.6954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.ualberta.ca/%7Ezaiane/postscript/Mhooshsadat_c3s2e11.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W1483679765","https://openalex.org/W1506285740","https://openalex.org/W1542978828","https://openalex.org/W1554944419","https://openalex.org/W1560107318","https://openalex.org/W1570754865","https://openalex.org/W1572471772","https://openalex.org/W1630964756","https://openalex.org/W1982634635","https://openalex.org/W1984514442","https://openalex.org/W2001082095","https://openalex.org/W2023612196","https://openalex.org/W2045487373","https://openalex.org/W2050680044","https://openalex.org/W2064853889","https://openalex.org/W2077967283","https://openalex.org/W2107406777","https://openalex.org/W2108560469","https://openalex.org/W2115482638","https://openalex.org/W2117302875","https://openalex.org/W2133462743","https://openalex.org/W2133990480","https://openalex.org/W2142827986","https://openalex.org/W4237617498","https://openalex.org/W4285719527","https://openalex.org/W6634348194","https://openalex.org/W6679653975","https://openalex.org/W7014757045","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W1549987457","https://openalex.org/W2025912669","https://openalex.org/W1977789739","https://openalex.org/W2014615094","https://openalex.org/W2047470742","https://openalex.org/W2351778335","https://openalex.org/W2497180562","https://openalex.org/W2379495598","https://openalex.org/W2767131998","https://openalex.org/W4240458717"],"abstract_inverted_index":{"Association":[0],"rule":[1],"mining":[2,11,132],"is":[3,36,63,72,110,120,123],"a":[4,16,92,124,135,142,151],"particularly":[5],"well":[6],"studied":[7],"field":[8],"in":[9,19,46,91,117,141],"data":[10,21,32,100],"given":[12,57,134,152],"its":[13,147],"importance":[14],"as":[15],"building":[17],"block":[18],"many":[20,44],"analytics":[22],"tasks.":[23],"Many":[24],"studies":[25],"have":[26],"focused":[27],"on":[28,96,108],"efficiency":[29],"because":[30],"the":[31,53,68,105,128,155],"to":[33,51,126],"be":[34,52],"mined":[35],"typically":[37,86],"very":[38],"large.":[39],"However,":[40],"while":[41],"there":[42,62,71,122],"are":[43,85],"approaches":[45],"literature,":[47],"each":[48,102,139],"approach":[49],"claims":[50],"fastest":[54],"for":[55,80],"some":[56],"dataset.":[58],"In":[59],"other":[60,69],"words,":[61],"no":[64],"clear":[65],"winner.":[66],"On":[67],"hand,":[70],"panoply":[73],"of":[74,88,154],"algorithms":[75,90],"and":[76,99,137],"implementations":[77,87],"specifically":[78],"designed":[79],"parallel":[81,143],"computing.":[82],"These":[83],"solutions":[84],"sequential":[89],"multi-processor":[93],"configuration":[94],"focusing":[95],"load":[97],"balancing":[98],"partitioning,":[101],"processor":[103,140],"running":[104],"same":[106],"implementation":[107,144],"it":[109],"own":[111,148],"partition.":[112],"The":[113],"question":[114],"we":[115],"ask":[116],"this":[118],"paper":[119],"whether":[121],"means":[125],"select":[127,146],"appropriate":[129],"frequent":[130],"itemset":[131],"algorithm":[133,149],"dataset":[136],"if":[138],"could":[145],"provided":[150],"partition":[153],"data.":[156]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
