{"id":"https://openalex.org/W2140648641","doi":"https://doi.org/10.1109/iscc.2011.5983965","title":"EDP-ORD: Efficient distributed/parallel Optimal Rule Discovery","display_name":"EDP-ORD: Efficient distributed/parallel Optimal Rule Discovery","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2140648641","doi":"https://doi.org/10.1109/iscc.2011.5983965","mag":"2140648641"},"language":"en","primary_location":{"id":"doi:10.1109/iscc.2011.5983965","doi":"https://doi.org/10.1109/iscc.2011.5983965","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2011.5983965","pdf_url":null,"source":{"id":"https://openalex.org/S4210175722","display_name":"IEEE Symposium on Computers and Communications (ISCC)","issn_l":"1530-1346","issn":["1530-1346","2642-7389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5108297077","display_name":"Sahar Mohamed Ghanem","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I84524832","display_name":"Alexandria University","ror":"https://ror.org/00mzz1w90","country_code":"EG","type":"education","lineage":["https://openalex.org/I84524832"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Sahar M. Ghanem","raw_affiliation_strings":["Computer and Systems Engineering Department, Faculty of Engineering, Alexandria University, Alexandria, Egypt","Computer and Systems Engineering Dept. Faculty of Engineering, Alexandria University, Alexandria, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Systems Engineering Department, Faculty of Engineering, Alexandria University, Alexandria, Egypt","institution_ids":["https://openalex.org/I84524832"]},{"raw_affiliation_string":"Computer and Systems Engineering Dept. Faculty of Engineering, Alexandria University, Alexandria, Egypt","institution_ids":["https://openalex.org/I84524832"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mona A. Mohamed","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I84524832","display_name":"Alexandria University","ror":"https://ror.org/00mzz1w90","country_code":"EG","type":"education","lineage":["https://openalex.org/I84524832"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mona A. Mohamed","raw_affiliation_strings":["Computer and Systems Engineering Department, Faculty of Engineering, Alexandria University, Alexandria, Egypt","Computer and Systems Engineering Dept. Faculty of Engineering, Alexandria University, Alexandria, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Systems Engineering Department, Faculty of Engineering, Alexandria University, Alexandria, Egypt","institution_ids":["https://openalex.org/I84524832"]},{"raw_affiliation_string":"Computer and Systems Engineering Dept. Faculty of Engineering, Alexandria University, Alexandria, Egypt","institution_ids":["https://openalex.org/I84524832"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108511603","display_name":"Magdy H. Nagi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I84524832","display_name":"Alexandria University","ror":"https://ror.org/00mzz1w90","country_code":"EG","type":"education","lineage":["https://openalex.org/I84524832"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Magdy H. Nagi","raw_affiliation_strings":["Computer and Systems Engineering Department, Faculty of Engineering, Alexandria University, Alexandria, Egypt","Computer and Systems Engineering Dept. Faculty of Engineering, Alexandria University, Alexandria, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Systems Engineering Department, Faculty of Engineering, Alexandria University, Alexandria, Egypt","institution_ids":["https://openalex.org/I84524832"]},{"raw_affiliation_string":"Computer and Systems Engineering Dept. Faculty of Engineering, Alexandria University, Alexandria, Egypt","institution_ids":["https://openalex.org/I84524832"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I84524832"],"apc_list":null,"apc_paid":null,"fwci":0.4804,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64173671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"956","last_page":"963"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.0,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/association-rule-discovery","display_name":"association rule discovery","score":0.7429999709129333},{"id":"https://openalex.org/keywords/distributed-mining","display_name":"distributed mining","score":0.6140000224113464},{"id":"https://openalex.org/keywords/parallel-mining","display_name":"parallel mining","score":0.9850000143051147},{"id":"https://openalex.org/keywords/class-association-rules","display_name":"class association rules","score":0.6679999828338623},{"id":"https://openalex.org/keywords/message-exchange-reduction","display_name":"message exchange reduction","score":0.875}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.8269857168197632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6886457204818726},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6089661121368408},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.584252655506134},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5740550756454468},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.531841516494751},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.526246964931488},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.49105310440063477},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4427242577075958},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.41261914372444153},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3528887927532196},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3260897397994995},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23624959588050842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2138451337814331},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08606404066085815},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscc.2011.5983965","doi":"https://doi.org/10.1109/iscc.2011.5983965","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc.2011.5983965","pdf_url":null,"source":{"id":"https://openalex.org/S4210175722","display_name":"IEEE Symposium on Computers and Communications (ISCC)","issn_l":"1530-1346","issn":["1530-1346","2642-7389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.5699999928474426,"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W138971572","https://openalex.org/W1484413656","https://openalex.org/W1534296789","https://openalex.org/W1854377484","https://openalex.org/W1906561224","https://openalex.org/W1973036367","https://openalex.org/W1975062211","https://openalex.org/W2011103514","https://openalex.org/W2061433096","https://openalex.org/W2084812512","https://openalex.org/W2100417212","https://openalex.org/W2141392799","https://openalex.org/W2154565402","https://openalex.org/W2161591307","https://openalex.org/W2172186225","https://openalex.org/W4252085722"],"related_works":["https://openalex.org/W4252085722","https://openalex.org/W2082580684","https://openalex.org/W1577671630","https://openalex.org/W2565679711","https://openalex.org/W2070091697","https://openalex.org/W2154292212","https://openalex.org/W2392254286","https://openalex.org/W2110039140","https://openalex.org/W7098298887","https://openalex.org/W2413616335"],"abstract_inverted_index":{"Association":[0],"rule":[1,42,65,83,93],"discovery":[2,94],"algorithms":[3],"generate":[4],"all":[5],"rules":[6,18,72,149,159,193],"satisfying":[7],"minimum":[8,24,69],"support":[9,25],"and":[10,19,100,146,150,160],"confidence":[11,56],"thresholds.":[12],"These":[13],"techniques":[14],"yield":[15],"too":[16],"many":[17],"are":[20],"infeasible":[21],"when":[22],"the":[23,31,53,60,68,74,79,97,101,105,135,155,161,187,201],"is":[26,67,87,113],"low.":[27],"Recently,":[28],"Li":[29],"proposed":[30],"Optimal":[32],"Rule":[33],"Discovery":[34],"(ORD)":[35],"algorithm":[36],"that":[37,44,186],"discovers":[38],"a":[39,46,141,173],"family":[40],"of":[41,48,71,96,107,110,122,134,157,191,206],"sets":[43],"maximizes":[45],"range":[47],"interestingness":[49],"metrics,":[50],"other":[51],"than":[52,91],"commonly":[54],"used":[55],"metric.":[57],"In":[58,124],"addition,":[59],"discovered":[61],"optimal":[62],"class":[63,81],"association":[64,82,92],"set":[66],"subset":[70],"with":[73,172],"same":[75],"predictive":[76],"power":[77],"as":[78],"complete":[80],"set.":[84],"Moreover,":[85,167],"ORD":[86,136,176],"significantly":[88],"more":[89],"efficient":[90,117,131],"independent":[95],"data":[98],"structure":[99],"implementation.":[102],"Due":[103],"to":[104,115],"existence":[106],"huge":[108],"amounts":[109],"data,":[111],"it":[112,152],"important":[114],"investigate":[116],"methods":[118],"for":[119],"distributed/parallel":[120,132,175],"mining":[121],"rules.":[123],"this":[125],"paper,":[126],"we":[127,168],"propose":[128],"EDP-ORD":[129,171],"an":[130],"extension":[133],"algorithm.":[137],"We":[138],"theoretically":[139],"disclose":[140],"relationship":[142],"between":[143],"locally":[144],"large":[145,148],"globally":[147],"use":[151],"in":[153,189,203],"reducing":[154],"number":[156,190],"generated":[158,192],"exchanged":[162,207],"messages":[163,208],"at":[164,194],"each":[165,195],"site/partition.":[166],"empirically":[169],"compare":[170],"na\u00efve":[174],"version":[177],"on":[178],"five":[179],"benchmark":[180],"datasets.":[181],"The":[182],"experimental":[183],"results":[184],"shows":[185],"reduction":[188,202],"site":[196],"can":[197,209],"reach":[198,210],"44%":[199],"while":[200],"total":[204],"size":[205],"58%.":[211]},"counts_by_year":[{"year":2014,"cited_by_count":2}],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2016-06-24T00:00:00"}