{"id":"https://openalex.org/W2602265954","doi":"https://doi.org/10.1515/jaiscr-2017-0011","title":"Parallel MCNN (pMCNN) with Application to Prototype Selection on Large and Streaming Data","display_name":"Parallel MCNN (pMCNN) with Application to Prototype Selection on Large and Streaming Data","publication_year":2017,"publication_date":"2017-03-20","ids":{"openalex":"https://openalex.org/W2602265954","doi":"https://doi.org/10.1515/jaiscr-2017-0011","mag":"2602265954"},"language":"en","primary_location":{"id":"doi:10.1515/jaiscr-2017-0011","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jaiscr-2017-0011","pdf_url":"https://content.sciendo.com/downloadpdf/journals/jaiscr/7/3/article-p155.pdf","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://content.sciendo.com/downloadpdf/journals/jaiscr/7/3/article-p155.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101879348","display_name":"V. Susheela Devi","orcid":"https://orcid.org/0000-0003-1001-7714"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Susheela Devi","raw_affiliation_strings":["Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047334231","display_name":"Lakhpat Meena","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lakhpat Meena","raw_affiliation_strings":["Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3046,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.93696978,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"3","first_page":"155","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9998999834060669,"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":0.9998999834060669,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9954000115394592,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9952999949455261,"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":0.7562905550003052},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6556529998779297},{"id":"https://openalex.org/keywords/selection-algorithm","display_name":"Selection algorithm","score":0.4434796869754791},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3662257790565491},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3018729090690613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7562905550003052},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6556529998779297},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.4434796869754791},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3662257790565491},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3018729090690613}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jaiscr-2017-0011","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jaiscr-2017-0011","pdf_url":"https://content.sciendo.com/downloadpdf/journals/jaiscr/7/3/article-p155.pdf","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},{"id":"pmh:oai::73548","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401429","display_name":"ePrints@IISc (Indian Institute of Science)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1515/jaiscr-2017-0011","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jaiscr-2017-0011","pdf_url":"https://content.sciendo.com/downloadpdf/journals/jaiscr/7/3/article-p155.pdf","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2602265954.pdf","grobid_xml":"https://content.openalex.org/works/W2602265954.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W599466854","https://openalex.org/W1582310361","https://openalex.org/W1824270332","https://openalex.org/W1983734765","https://openalex.org/W1994410331","https://openalex.org/W2035206056","https://openalex.org/W2084701050","https://openalex.org/W2093584883","https://openalex.org/W2098631313","https://openalex.org/W2122111042","https://openalex.org/W2123467116","https://openalex.org/W2151537585","https://openalex.org/W2165310837","https://openalex.org/W2168873314","https://openalex.org/W2170950938","https://openalex.org/W2398953209","https://openalex.org/W2613181115","https://openalex.org/W3102272852"],"related_works":["https://openalex.org/W2606073172","https://openalex.org/W2125356288","https://openalex.org/W2128302072","https://openalex.org/W2970622411","https://openalex.org/W2386767533","https://openalex.org/W3002298885","https://openalex.org/W2264234152","https://openalex.org/W2150740846","https://openalex.org/W2365446719","https://openalex.org/W2280687506"],"abstract_inverted_index":{"Abstract":[0],"The":[1,74],"Modified":[2],"Condensed":[3,15],"Nearest":[4,16],"Neighbour":[5,17],"(MCNN)":[6],"algorithm":[7,89],"for":[8,32,90],"prototype":[9,67],"selection":[10,68],"is":[11,28],"order-independent,":[12],"unlike":[13],"the":[14,25,49],"(CNN)":[18],"algorithm.":[19],"Though":[20],"MCNN":[21,44,63,80],"gives":[22],"better":[23],"performance,":[24],"time":[26,50],"requirement":[27],"much":[29],"higher":[30],"than":[31],"CNN.":[33],"To":[34],"mitigate":[35],"this,":[36],"we":[37],"propose":[38],"a":[39],"distributed":[40],"approach":[41],"called":[42],"Parallel":[43],"(pMCNN)":[45],"which":[46],"cuts":[47],"down":[48],"drastically":[51],"while":[52],"maintaining":[53],"good":[54],"performance.":[55],"We":[56],"have":[57,83],"proposed":[58],"two":[59],"incremental":[60],"algorithms":[61,78],"using":[62,79],"to":[64],"carry":[65],"out":[66],"on":[69],"large":[70],"and":[71,81],"streaming":[72,91],"data.":[73,92],"results":[75],"of":[76],"these":[77],"pMCNN":[82],"been":[84],"compared":[85],"with":[86],"an":[87],"existing":[88]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":9}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2017-04-07T00:00:00"}