{"id":"https://openalex.org/W2598244764","doi":"https://doi.org/10.1108/k-09-2016-0228","title":"Deep learning architecture using rough sets and rough neural networks","display_name":"Deep learning architecture using rough sets and rough neural networks","publication_year":2017,"publication_date":"2017-04-03","ids":{"openalex":"https://openalex.org/W2598244764","doi":"https://doi.org/10.1108/k-09-2016-0228","mag":"2598244764"},"language":"en","primary_location":{"id":"doi:10.1108/k-09-2016-0228","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-09-2016-0228","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-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/A5101634360","display_name":"Yasser F. Hassan","orcid":"https://orcid.org/0000-0001-9736-2136"},"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":true,"raw_author_name":"Yasser F. Hassan","raw_affiliation_strings":["Faculty of Science, Alexandria University, Alexandria, Egypt"],"affiliations":[{"raw_affiliation_string":"Faculty of Science, Alexandria University, Alexandria, Egypt","institution_ids":["https://openalex.org/I84524832"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101634360"],"corresponding_institution_ids":["https://openalex.org/I84524832"],"apc_list":null,"apc_paid":null,"fwci":1.8169,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.86354688,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"46","issue":"4","first_page":"693","last_page":"705"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9994000196456909,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9865999817848206,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9445000290870667,"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/rough-set","display_name":"Rough set","score":0.8328381776809692},{"id":"https://openalex.org/keywords/decision-table","display_name":"Decision table","score":0.762305498123169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7571882009506226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6919435262680054},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.5759872794151306},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.5615876913070679},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.5485804677009583},{"id":"https://openalex.org/keywords/decision-rule","display_name":"Decision rule","score":0.52662593126297},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5251633524894714},{"id":"https://openalex.org/keywords/dominance-based-rough-set-approach","display_name":"Dominance-based rough set approach","score":0.5227729678153992},{"id":"https://openalex.org/keywords/cybernetics","display_name":"Cybernetics","score":0.47557392716407776},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47175198793411255},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4653388261795044},{"id":"https://openalex.org/keywords/decision-model","display_name":"Decision model","score":0.43287256360054016},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4236019253730774},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4209068715572357},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2876550555229187}],"concepts":[{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.8328381776809692},{"id":"https://openalex.org/C172967692","wikidata":"https://www.wikidata.org/wiki/Q747762","display_name":"Decision table","level":3,"score":0.762305498123169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7571882009506226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6919435262680054},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5759872794151306},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.5615876913070679},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.5485804677009583},{"id":"https://openalex.org/C84839998","wikidata":"https://www.wikidata.org/wiki/Q5249245","display_name":"Decision rule","level":2,"score":0.52662593126297},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5251633524894714},{"id":"https://openalex.org/C39105242","wikidata":"https://www.wikidata.org/wiki/Q5290286","display_name":"Dominance-based rough set approach","level":3,"score":0.5227729678153992},{"id":"https://openalex.org/C115286129","wikidata":"https://www.wikidata.org/wiki/Q123637","display_name":"Cybernetics","level":2,"score":0.47557392716407776},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47175198793411255},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4653388261795044},{"id":"https://openalex.org/C59594135","wikidata":"https://www.wikidata.org/wiki/Q5249242","display_name":"Decision model","level":2,"score":0.43287256360054016},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4236019253730774},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4209068715572357},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2876550555229187},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/k-09-2016-0228","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-09-2016-0228","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W623374258","https://openalex.org/W1021182246","https://openalex.org/W1504077369","https://openalex.org/W2000904666","https://openalex.org/W2002373787","https://openalex.org/W2013234827","https://openalex.org/W2026243162","https://openalex.org/W2041305495","https://openalex.org/W2092193054","https://openalex.org/W2149676335","https://openalex.org/W2225304112","https://openalex.org/W2250544991","https://openalex.org/W2281438758","https://openalex.org/W2324582751","https://openalex.org/W2342469683","https://openalex.org/W2345501107","https://openalex.org/W2413582275","https://openalex.org/W2468789613","https://openalex.org/W2477361500","https://openalex.org/W2494789511","https://openalex.org/W2517813057","https://openalex.org/W3104198947"],"related_works":["https://openalex.org/W2393676918","https://openalex.org/W2365612261","https://openalex.org/W2157126134","https://openalex.org/W2361933495","https://openalex.org/W1532257552","https://openalex.org/W2263400916","https://openalex.org/W1787812828","https://openalex.org/W2370650904","https://openalex.org/W2382626658","https://openalex.org/W2598244764"],"abstract_inverted_index":{"Purpose":[0],"This":[1,187],"paper":[2,59,73,188],"aims":[3],"to":[4,11,34,53,75,84,195],"utilize":[5],"machine":[6,190],"learning":[7,21,66,98,158,191,205],"and":[8,49,169,192],"soft":[9,193],"computing":[10,194],"propose":[12,35,60,196],"a":[13,36,54,61,103,197],"new":[14,120,198],"method":[15,199],"of":[16,30,64,80,102,166,174,176,200],"rough":[17,40,96,160,201],"sets":[18,161,202],"using":[19,159,203],"deep":[20,39,65,157,204],"architecture":[22,206],"for":[23,38,207],"many":[24,208],"real-world":[25,108,209],"applications.":[26,210],"Design/methodology/approach":[27],"The":[28,72,95,119,129,156],"objective":[29],"this":[31],"work":[32],"is":[33,133],"model":[37,122,132],"set":[41,97],"theory":[42,162],"that":[43],"uses":[44],"more":[45],"than":[46],"decision":[47,82,89,105,109,117,184],"table":[48,83],"approximating":[50],"these":[51],"tables":[52],"classification":[55,131],"system,":[56],"i.e.":[57],"the":[58,77,91,100,164,172],"novel":[62],"framework":[63],"based":[67],"on":[68,135],"multi-decision":[69,125],"tables.":[70,118,126],"Findings":[71],"tries":[74],"coordinate":[76],"local":[78],"properties":[79],"individual":[81],"provide":[85],"an":[86],"appropriate":[87],"global":[88],"from":[90],"system.":[92],"Research":[93],"limitations/implications":[94],"assumes":[99],"existence":[101,175],"single":[104],"table,":[106],"whereas":[107],"problem":[110,173,181],"implies":[111],"several":[112,115],"decisions":[113],"with":[114,138,148],"different":[116,177,183],"proposed":[121,130],"can":[123,170],"handle":[124],"Practical":[127],"implications":[128,155],"implemented":[134],"social":[136,146],"networks":[137],"preferred":[139],"features":[140],"which":[141],"are":[142],"freely":[143],"distribute":[144],"as":[145],"entities":[147],"accuracy":[149],"around":[150],"91":[151],"per":[152],"cent.":[153],"Social":[154],"simulate":[163],"way":[165],"brain":[167],"thinking":[168],"solve":[171],"information":[178],"about":[179],"same":[180],"in":[182],"systems":[185],"Originality/value":[186],"utilizes":[189]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
