{"id":"https://openalex.org/W2899347244","doi":"https://doi.org/10.1145/3279996.3279998","title":"New GRU from convolutional neural network and gated recurrent unit","display_name":"New GRU from convolutional neural network and gated recurrent unit","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2899347244","doi":"https://doi.org/10.1145/3279996.3279998","mag":"2899347244"},"language":"en","primary_location":{"id":"doi:10.1145/3279996.3279998","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3279996.3279998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First International Conference on Data Science, E-learning and Information Systems","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/A5111647935","display_name":"A.N. Atassi","orcid":null},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"A. Atassi","raw_affiliation_strings":["Universit\u00e9 Ibn Tofail, K\u00e9nitra, Maroc"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Ibn Tofail, K\u00e9nitra, Maroc","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047126111","display_name":"Ikram El Azami","orcid":"https://orcid.org/0000-0002-9204-7759"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"I. El Azami","raw_affiliation_strings":["Universit\u00e9 Ibn Tofail, K\u00e9nitra, Maroc"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Ibn Tofail, K\u00e9nitra, Maroc","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054930436","display_name":"Abdelalim Sadiq","orcid":"https://orcid.org/0000-0003-1478-8807"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"A. Sadiq","raw_affiliation_strings":["Universit\u00e9 Ibn Tofail, K\u00e9nitra, Maroc"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Ibn Tofail, K\u00e9nitra, Maroc","institution_ids":["https://openalex.org/I3121676899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111647935"],"corresponding_institution_ids":["https://openalex.org/I3121676899"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.12533218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9850000143051147,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.970300018787384,"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":0.7480933666229248},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.711037814617157},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.4870922565460205},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.41249433159828186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3762848675251007},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.29699862003326416},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0672936737537384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7480933666229248},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.711037814617157},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.4870922565460205},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.41249433159828186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3762848675251007},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.29699862003326416},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0672936737537384},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3279996.3279998","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3279996.3279998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First International Conference on Data Science, E-learning and Information Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W2117130368","https://openalex.org/W2120615054","https://openalex.org/W2168681026","https://openalex.org/W2265846598","https://openalex.org/W2468915553","https://openalex.org/W2604272474","https://openalex.org/W2950133940","https://openalex.org/W2964308564"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W3032952384","https://openalex.org/W3034302643","https://openalex.org/W1847088711","https://openalex.org/W4225394202","https://openalex.org/W3036642985","https://openalex.org/W2964335273","https://openalex.org/W1889624880"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"our":[3],"comparison":[4,42],"between":[5],"two":[6,56],"deep":[7],"learning":[8],"systems.":[9,77],"Initially":[10],"we":[11,25,82],"start":[12],"with":[13,28],"the":[14,29,51,55,66,73,79,92],"first":[15],"system":[16,31,48,63,90],"which":[17,24,32],"is":[18,33,43],"used":[19,34],"Convolutional":[20],"Neural":[21],"Network":[22],"CNN":[23],"will":[26,64],"compare":[27],"second":[30],"Gated":[35],"Recurrent":[36],"Unit":[37],"GRU.":[38],"And":[39],"through":[40],"this":[41,61,88],"to":[44,86,91],"propose":[45,83],"a":[46,84],"new":[47,62,89,93],"based":[49],"on":[50],"positive":[52],"points":[53],"of":[54,69,75],"previous":[57],"systems":[58],"and":[59],"therefore":[60],"take":[65],"right":[67],"choice":[68],"hyper-parameters":[70],"recommended":[71],"by":[72],"authors":[74],"both":[76],"At":[78],"final":[80],"stage":[81],"method":[85],"apply":[87],"Arabic":[94],"language":[95],"introduced":[96],"in":[97],"SemEval-2017.":[98]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}