{"id":"https://openalex.org/W3193080184","doi":"https://doi.org/10.1109/iccta43079.2017.9497210","title":"Improving Performance of Distributed Data Mining","display_name":"Improving Performance of Distributed Data Mining","publication_year":2017,"publication_date":"2017-10-28","ids":{"openalex":"https://openalex.org/W3193080184","doi":"https://doi.org/10.1109/iccta43079.2017.9497210","mag":"3193080184"},"language":"en","primary_location":{"id":"doi:10.1109/iccta43079.2017.9497210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccta43079.2017.9497210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 27th International Conference on Computer Theory and Applications (ICCTA)","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/A5103238405","display_name":"Ahmed Hamad","orcid":"https://orcid.org/0000-0001-7969-601X"},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Ahmed Hamad","raw_affiliation_strings":["Computer Engineering Department, Faculty of Engineering and Technology, Aastmt Alexandria, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Faculty of Engineering and Technology, Aastmt Alexandria, Egypt","institution_ids":["https://openalex.org/I59272784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029970072","display_name":"Sherine Nagy Saleh","orcid":"https://orcid.org/0000-0002-1289-0501"},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Sherine Nagy Saleh","raw_affiliation_strings":["Computer Engineering Department, Faculty of Engineering and Technology, Aastmt Alexandria, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Faculty of Engineering and Technology, Aastmt Alexandria, Egypt","institution_ids":["https://openalex.org/I59272784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009287270","display_name":"Ahmed Abouelfarag","orcid":null},"institutions":[{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Abouelfarag","raw_affiliation_strings":["Computer Engineering Department, Faculty of Engineering and Technology, Aastmt Alexandria, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Faculty of Engineering and Technology, Aastmt Alexandria, Egypt","institution_ids":["https://openalex.org/I59272784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103238405"],"corresponding_institution_ids":["https://openalex.org/I59272784"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.34190164,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"111","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9975000023841858,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9965000152587891,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.996399998664856,"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":0.8511224985122681},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6002002358436584},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.54679274559021},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.5307756662368774},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5121617317199707},{"id":"https://openalex.org/keywords/parallel-processing","display_name":"Parallel processing","score":0.502556562423706},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4985947608947754},{"id":"https://openalex.org/keywords/distributed-computing-environment","display_name":"Distributed Computing Environment","score":0.4890952706336975},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48621001839637756},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.47558295726776123},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4653317332267761},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.4645172655582428},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.45357194542884827},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4106346368789673},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2930991053581238}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8511224985122681},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6002002358436584},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.54679274559021},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.5307756662368774},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5121617317199707},{"id":"https://openalex.org/C106515295","wikidata":"https://www.wikidata.org/wiki/Q26806595","display_name":"Parallel processing","level":2,"score":0.502556562423706},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4985947608947754},{"id":"https://openalex.org/C3739613","wikidata":"https://www.wikidata.org/wiki/Q679003","display_name":"Distributed Computing Environment","level":2,"score":0.4890952706336975},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48621001839637756},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.47558295726776123},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4653317332267761},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.4645172655582428},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.45357194542884827},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4106346368789673},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2930991053581238},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccta43079.2017.9497210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccta43079.2017.9497210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 27th International Conference on Computer Theory and Applications (ICCTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W74790926","https://openalex.org/W310779169","https://openalex.org/W1485408073","https://openalex.org/W1566376227","https://openalex.org/W1604241128","https://openalex.org/W1606344119","https://openalex.org/W1917997860","https://openalex.org/W2009332171","https://openalex.org/W2073345995","https://openalex.org/W2076726698","https://openalex.org/W2104037945","https://openalex.org/W2117645393","https://openalex.org/W2128508446","https://openalex.org/W2147740236","https://openalex.org/W2167657841","https://openalex.org/W2313143264","https://openalex.org/W2510026128","https://openalex.org/W4285719527","https://openalex.org/W6602982103","https://openalex.org/W6610935398"],"related_works":["https://openalex.org/W3009866696","https://openalex.org/W1508264512","https://openalex.org/W2212452484","https://openalex.org/W127900883","https://openalex.org/W997248972","https://openalex.org/W1926811146","https://openalex.org/W2013919567","https://openalex.org/W2368240274","https://openalex.org/W2539081058","https://openalex.org/W2509957587"],"abstract_inverted_index":{"Recently":[0],"the":[1,39,49,63,70,89,113,116,122,129,135,164,172,205,221,228,249,260,268],"growth":[2],"of":[3,29,41,65,72,115,124,131,137,147,175,192,199,207,223,275],"data":[4,44,83,178,208,238],"has":[5],"created":[6],"a":[7,94,107,138,145,180,212,218],"challenge":[8],"that":[9,55],"requires":[10],"higher":[11],"computational":[12],"power":[13],"and":[14,21,31,67,78,127,144,194,216,225,241,255],"powerful":[15],"resources":[16],"in":[17,106,160,190,248,259,267,273],"order":[18,161],"to":[19,38,162,170,203],"efficiently":[20],"effectively":[22],"mine":[23],"information":[24],"from":[25],"it.":[26],"The":[27,100,156,197,263],"emergence":[28],"distributed":[30,66,125,224,271],"parallel":[32,68,109],"systems":[33],"became":[34],"an":[35],"active":[36],"solution":[37,120],"problem":[40,240],"large":[42,50,81,95,139,176,213,232],"scale":[43,82,177,214,233],"mining.":[45],"Parallel":[46],"computing":[47,182],"divides":[48],"task":[51],"into":[52,97,142],"smaller":[53,98],"subtasks":[54],"are":[56,151,158],"executed":[57],"over":[58,179,211],"several":[59],"nodes.":[60],"Based":[61],"on":[62,154],"concept":[64,130],"systems,":[69],"processing":[71,101,126],"all":[73],"tasks":[74],"is":[75,102,112,121,168,202,235],"performed":[76,87],"concurrently":[77],"transparently.":[79],"Handling":[80],"mining":[84,173,209],"can":[85],"be":[86,187],"using":[88,270],"MapReduce":[90],"algorithm":[91],"which":[92,111],"splits":[93],"dataset":[96,140,215,234],"subsets.":[99],"then":[103,152],"carried":[104],"out":[105],"completely":[108],"mechanism":[110],"role":[114],"map":[117],"procedure.":[118],"Another":[119],"use":[123],"applying":[128],"parallelism.":[132],"This":[133],"involves":[134],"division":[136],"manually":[141],"subsets,":[143],"number":[146],"machine":[148],"learning":[149],"algorithms":[150,210],"applied":[153],"each.":[155],"outputs":[157],"combined":[159],"obtain":[163],"final":[165],"result.":[166],"It":[167],"possible":[169],"implement":[171],"process":[174],"central":[181],"node,":[183],"but":[184],"it":[185],"would":[186],"very":[188],"costly":[189],"terms":[191,274],"time":[193],"hardware":[195],"resources.":[196],"goal":[198],"this":[200],"paper":[201],"improve":[204],"performance":[206,269],"show":[217,265],"comparison":[219],"between":[220],"results":[222,264],"parallel,":[226],"with":[227],"centralized":[229,250],"manner.":[230],"One":[231],"used":[236],"for":[237],"classification":[239,272],"three":[242],"different":[243],"algorithms,":[244],"Random":[245,256],"Forest":[246],"(RF)":[247],"classification,":[251],"Decision":[252],"Tree":[253,257],"(DT),":[254],"(RT)":[258],"distributed/parallel":[261],"classification.":[262],"improvement":[266],"execution":[276],"time.":[277]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}