{"id":"https://openalex.org/W3032623096","doi":"https://doi.org/10.1145/3386723.3387837","title":"Study and Analysis of Data Analysis Systems (Reconstruction of a Learning Data from the Initial Data)","display_name":"Study and Analysis of Data Analysis Systems (Reconstruction of a Learning Data from the Initial Data)","publication_year":2020,"publication_date":"2020-03-31","ids":{"openalex":"https://openalex.org/W3032623096","doi":"https://doi.org/10.1145/3386723.3387837","mag":"3032623096"},"language":"en","primary_location":{"id":"doi:10.1145/3386723.3387837","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386723.3387837","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Networking, Information Systems & Security","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/A5057691370","display_name":"Sara Belattar","orcid":"https://orcid.org/0000-0002-6333-1806"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sara Belattar","raw_affiliation_strings":["Computer Science Department, University UAE, Larache, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University UAE, Larache, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023092592","display_name":"Otman Abdoun","orcid":"https://orcid.org/0000-0002-9580-8955"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Otman Abdoun","raw_affiliation_strings":["Computer Science Department, University UAE, Larache, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University UAE, Larache, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030461723","display_name":"El Khatir Haimoudi","orcid":"https://orcid.org/0000-0002-8507-6199"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"El khatir Haimoudi","raw_affiliation_strings":["Computer Science Departments, University UAE, Larache, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Departments, University UAE, Larache, Morocco","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1354,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54227884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9405999779701233,"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/T10320","display_name":"Neural Networks and Applications","score":0.9405999779701233,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9223999977111816,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.7847017645835876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7809114456176758},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6997918486595154},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.6951622366905212},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.609843909740448},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.603100061416626},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5829084515571594},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5351774096488953},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48788976669311523},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.44575995206832886},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.43292713165283203}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7847017645835876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7809114456176758},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6997918486595154},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.6951622366905212},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.609843909740448},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.603100061416626},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5829084515571594},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5351774096488953},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48788976669311523},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.44575995206832886},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.43292713165283203},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3386723.3387837","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3386723.3387837","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Networking, Information Systems & Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2036695131","https://openalex.org/W2062503476","https://openalex.org/W2086708165","https://openalex.org/W2093423362","https://openalex.org/W2112514080","https://openalex.org/W2138547922","https://openalex.org/W2314277070","https://openalex.org/W2901492899","https://openalex.org/W2913205189","https://openalex.org/W2943733518","https://openalex.org/W2944831586"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W2022544890","https://openalex.org/W3027745756","https://openalex.org/W2394097730","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2475378634","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W346861917"],"abstract_inverted_index":{"Data":[0],"analysis":[1,74],"methods":[2,28],"have":[3,18,127],"been":[4,128],"widely":[5],"used":[6],"in":[7,51],"various":[8],"domains,":[9],"such":[10],"as":[11,92],"medical,":[12],"marketing,":[13],"and":[14,59,81,97,109,114],"agriculture.":[15],"Since":[16],"they":[17],"a":[19],"good":[20],"performance":[21],"to":[22,42,95],"reduce":[23,96],"massive":[24],"data.":[25],"Unfortunately,":[26],"those":[27],"are":[29],"limited":[30],"without":[31],"the":[32,55,69,82,99,105,112,116,131,134],"usage":[33],"of":[34,47,57,71,111,124,133],"Computer":[35],"Technologies":[36],"(computer":[37],"technologies,":[38],"'CT'),":[39],"which":[40],"lead":[41],"developing":[43],"autonomous":[44],"systems":[45],"capable":[46],"making":[48],"appropriate":[49],"decisions":[50],"each":[52],"situation,":[53],"by":[54],"realization":[56],"algorithm":[58],"artificial":[60,85],"intelligence":[61],"(artificial":[62],"intelligence,":[63],"'AI')":[64],"tools.":[65],"This":[66],"paper":[67],"presents":[68],"coupling":[70],"principal":[72],"component":[73,76],"(principal":[75],"analysis,":[77],"'PCA')":[78],"mathematical":[79],"method":[80],"counter":[83],"propagation":[84,89],"neural":[86],"network":[87],"(counter":[88],"network,":[90],"'CPN'),":[91],"an":[93],"objective":[94],"minimize":[98],"data":[100],"before":[101],"starting":[102],"learning,":[103],"improve":[104],"learning":[106],"process":[107],"results":[108,123,132],"accuracy":[110],"classification":[113],"eliminate":[115],"obstacles":[117],"detected":[118],"between":[119],"inputs":[120],"objects.":[121],"The":[122],"this":[125],"combination":[126],"compared":[129],"with":[130],"standard":[135],"CPN.":[136]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}