{"id":"https://openalex.org/W2744838310","doi":"https://doi.org/10.1109/inista.2017.8001127","title":"Applying Map-Reduce to imbalanced data classification","display_name":"Applying Map-Reduce to imbalanced data classification","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2744838310","doi":"https://doi.org/10.1109/inista.2017.8001127","mag":"2744838310"},"language":"en","primary_location":{"id":"doi:10.1109/inista.2017.8001127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista.2017.8001127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","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/A5061712755","display_name":"Joanna J\u0119drzejowicz","orcid":"https://orcid.org/0000-0003-4979-5476"},"institutions":[{"id":"https://openalex.org/I40413290","display_name":"University of Gda\u0144sk","ror":"https://ror.org/011dv8m48","country_code":"PL","type":"education","lineage":["https://openalex.org/I40413290"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Joanna Jedrzejowicz","raw_affiliation_strings":["Uniwersytet Gdanski, Gdansk, PL"],"affiliations":[{"raw_affiliation_string":"Uniwersytet Gdanski, Gdansk, PL","institution_ids":["https://openalex.org/I40413290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006608762","display_name":"Jakub Neumann","orcid":"https://orcid.org/0000-0001-7604-4796"},"institutions":[{"id":"https://openalex.org/I40413290","display_name":"University of Gda\u0144sk","ror":"https://ror.org/011dv8m48","country_code":"PL","type":"education","lineage":["https://openalex.org/I40413290"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jakub Neumann","raw_affiliation_strings":["Faculty of Mathematics, Physics and Informatics, University of Gdansk, Gdansk, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics, Physics and Informatics, University of Gdansk, Gdansk, Poland","institution_ids":["https://openalex.org/I40413290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005130742","display_name":"Piotr Synowczyk","orcid":null},"institutions":[{"id":"https://openalex.org/I40413290","display_name":"University of Gda\u0144sk","ror":"https://ror.org/011dv8m48","country_code":"PL","type":"education","lineage":["https://openalex.org/I40413290"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Synowczyk","raw_affiliation_strings":["Faculty of Mathematics, Physics and Informatics, University of Gdansk, Gdansk, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics, Physics and Informatics, University of Gdansk, Gdansk, Poland","institution_ids":["https://openalex.org/I40413290"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032182018","display_name":"Magdalena Zakrzewska","orcid":null},"institutions":[{"id":"https://openalex.org/I40413290","display_name":"University of Gda\u0144sk","ror":"https://ror.org/011dv8m48","country_code":"PL","type":"education","lineage":["https://openalex.org/I40413290"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Magdalena Zakrzewska","raw_affiliation_strings":["Faculty of Mathematics, Physics and Informatics, University of Gdansk, Gdansk, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics, Physics and Informatics, University of Gdansk, Gdansk, Poland","institution_ids":["https://openalex.org/I40413290"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061712755"],"corresponding_institution_ids":["https://openalex.org/I40413290"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10251793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9995999932289124,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9995999932289124,"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":0.9986000061035156,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8323341608047485},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6182070374488831},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.605772852897644},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5905783772468567},{"id":"https://openalex.org/keywords/map-reduce","display_name":"Map reduce","score":0.4416137635707855},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.42839476466178894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42130744457244873},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4139675498008728}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8323341608047485},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6182070374488831},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.605772852897644},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5905783772468567},{"id":"https://openalex.org/C3019257732","wikidata":"https://www.wikidata.org/wiki/Q567759","display_name":"Map reduce","level":3,"score":0.4416137635707855},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.42839476466178894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42130744457244873},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4139675498008728}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/inista.2017.8001127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista.2017.8001127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1966359730","https://openalex.org/W2091007025","https://openalex.org/W2146713522","https://openalex.org/W2512691369","https://openalex.org/W2556629099","https://openalex.org/W2562319768","https://openalex.org/W2566052705","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W3035095237","https://openalex.org/W3213683101","https://openalex.org/W2608358066","https://openalex.org/W2763794325","https://openalex.org/W3186233728","https://openalex.org/W4200459988","https://openalex.org/W4281776617","https://openalex.org/W3020897463","https://openalex.org/W4361733776","https://openalex.org/W4319005243"],"abstract_inverted_index":{"The":[0],"aim":[1],"of":[2,22,28],"the":[3,11,20],"paper":[4],"was":[5],"to":[6,10,33],"apply":[7],"MapReduce":[8],"paradigm":[9],"algorithm":[12],"SplitBal":[13],"which":[14],"classifies":[15],"imbalanced":[16],"datasets":[17],"and":[18],"perform":[19],"evaluation":[21],"results":[23],"for":[24],"different":[25],"parameters.":[26],"Parallelization":[27],"time":[29],"consuming":[30],"operations":[31],"allows":[32],"classify":[34],"larger":[35],"datasets,":[36],"in":[37],"perspective":[38],"Big":[39],"Data.":[40]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}