乐胖代购免代理版

{"id":"https://openalex.org/W3162394381","doi":"https://doi.org/10.1109/csicc52343.2021.9420604","title":"A Hierarchical Method for Kannada-MNIST Classification Based on Convolutional Neural Networks","display_name":"A Hierarchical Method for Kannada-MNIST Classification Based on Convolutional Neural Networks","publication_year":2021,"publication_date":"2021-03-03","ids":{"openalex":"https://openalex.org/W3162394381","doi":"https://doi.org/10.1109/csicc52343.2021.9420604","mag":"3162394381"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/csicc52343.2021.9420604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5055852290","display_name":"Ali Beikmohammadi","orcid":"https://orcid.org/0000-0003-4884-4600"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Beikmohammadi","raw_affiliation_strings":["Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038247206","display_name":"Najmeh Zahabi","orcid":null},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Najmeh Zahabi","raw_affiliation_strings":["Iran University of Science and Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Iran University of Science and Technology, Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.612,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.535188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":81,"max":83},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9986,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9986,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9983,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9945,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mnist-database","display_name":"MNIST database","score":0.9897516},{"id":"https://openalex.org/keywords/kannada","display_name":"Kannada","score":0.7197956},{"id":"https://openalex.org/keywords/scratch","display_name":"Scratch","score":0.5294763},{"id":"https://openalex.org/keywords/digit-recognition","display_name":"Digit recognition","score":0.46111417}],"concepts":[{"id":"https://openalex.org/C190502265","wikidata":"https://www.wikidata.org/wiki/Q17069496","display_name":"MNIST database","level":3,"score":0.9897516},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8217255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.79980826},{"id":"https://openalex.org/C2778579358","wikidata":"https://www.wikidata.org/wiki/Q33673","display_name":"Kannada","level":2,"score":0.7197956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7096485},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.58125454},{"id":"https://openalex.org/C2781235140","wikidata":"https://www.wikidata.org/wiki/Q275131","display_name":"Scratch","level":2,"score":0.5294763},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5225598},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48503584},{"id":"https://openalex.org/C2984784707","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Digit recognition","level":3,"score":0.46111417},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4548467},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43566728},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08380005},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/csicc52343.2021.9420604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":12,"referenced_works":["https://openalex.org/W1932436738","https://openalex.org/W2133059825","https://openalex.org/W2156339099","https://openalex.org/W2402144811","https://openalex.org/W2919115771","https://openalex.org/W2943594495","https://openalex.org/W2953384591","https://openalex.org/W2965880937","https://openalex.org/W3016514588","https://openalex.org/W3084496200","https://openalex.org/W3161321444","https://openalex.org/W4394645257"],"related_works":["https://openalex.org/W4321369474","https://openalex.org/W4312417841","https://openalex.org/W4309224979","https://openalex.org/W3208266890","https://openalex.org/W3162394381","https://openalex.org/W3156786002","https://openalex.org/W3133861977","https://openalex.org/W3009478205","https://openalex.org/W2731899572","https://openalex.org/W2597787948"],"abstract_inverted_index":{"Handwritten":[0],"digit":[1],"classification":[2],"considers":[3],"one":[4],"of":[5,69,78],"the":[6,33,67,83,91,94,116,120],"crucial":[7],"subjects":[8],"in":[9,18],"machine":[10],"vision":[11],"due":[12],"to":[13,48,113],"its":[14,87],"numerous":[15],"practical":[16],"usages":[17],"many":[19],"recognition":[20],"systems.":[21],"In":[22,53],"this":[23,54,79,107,124],"regard,":[24],"Kannada-MNIST":[25,84],"was":[26],"introduced":[27],"as":[28,56],"a":[29,51,57,61],"challenging":[30],"dataset.":[31,125],"On":[32],"other":[34],"hand,":[35],"deep":[36],"neural":[37,41],"networks,":[38,42],"especially":[39],"convolutional":[40],"give":[43],"us":[44],"an":[45],"encouraging":[46],"promise":[47],"solve":[49],"such":[50],"problem.":[52],"paper,":[55],"result,":[58],"we":[59],"propose":[60],"new":[62],"hierarchically":[63],"combination":[64],"method":[65,109],"with":[66,119],"help":[68],"two":[70],"CNN":[71],"models":[72],"designed":[73],"from":[74],"scratch.":[75],"The":[76],"results":[77],"novel":[80],"approach":[81],"on":[82,93,123],"dataset":[85],"indicate":[86],"excellent":[88],"performance":[89,122],"because":[90],"accuracy":[92],"training,":[95],"validation,":[96],"and":[97,103],"test":[98],"sets":[99],"are":[100],"99.86%,":[101],"99.66%,":[102],"99.80%,":[104],"respectively.":[105],"Fortunately,":[106],"proposed":[108],"has":[110],"been":[111],"able":[112],"overcome":[114],"all":[115],"state-of-the-art":[117],"solutions":[118],"best":[121]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3162394381","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5}],"updated_date":"2024-12-10T07:36:31.776395","created_date":"2021-05-24"}