{"id":"https://openalex.org/W2906820832","doi":"https://doi.org/10.22161/ijaers.5.12.40","title":"Weightless Neural Network with Transfer Learning to Detect Distress in Asphalt","display_name":"Weightless Neural Network with Transfer Learning to Detect Distress in Asphalt","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2906820832","doi":"https://doi.org/10.22161/ijaers.5.12.40","mag":"2906820832"},"language":"en","primary_location":{"id":"doi:10.22161/ijaers.5.12.40","doi":"https://doi.org/10.22161/ijaers.5.12.40","is_oa":true,"landing_page_url":"https://doi.org/10.22161/ijaers.5.12.40","pdf_url":"https://ijaers.com/uploads/issue_files/40-IJAERS-DEC-2018-27-WeightlessNeuralNetwork.pdf","source":{"id":"https://openalex.org/S4210240295","display_name":"International Journal of Advanced Engineering Research and Science","issn_l":"2349-6495","issn":["2349-6495","2456-1908"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Engineering Research and Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ijaers.com/uploads/issue_files/40-IJAERS-DEC-2018-27-WeightlessNeuralNetwork.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085139572","display_name":"Suayder Milhomem","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I41458283","display_name":"Universidade Federal do Tocantins","ror":"https://ror.org/053xy8k29","country_code":"BR","type":"education","lineage":["https://openalex.org/I41458283"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Suayder Milhomem","raw_affiliation_strings":["Department of Computer Science, Federal University of Tocantins, BRAZIL","suayder,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Tocantins, BRAZIL","institution_ids":["https://openalex.org/I41458283"]},{"raw_affiliation_string":"suayder,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055438571","display_name":"Tiago da Silva Almeida","orcid":"https://orcid.org/0000-0002-0420-4188","observed_orcids":["https://orcid.org/0000-0002-0420-4188"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tiago da Silva Almeida","raw_affiliation_strings":["tiagoalmeida,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"tiagoalmeida,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012497783","display_name":"Warley Gramacho da Silva","orcid":"https://orcid.org/0000-0003-3400-5216","observed_orcids":["https://orcid.org/0000-0003-3400-5216"]},"institutions":[{"id":"https://openalex.org/I41458283","display_name":"Universidade Federal do Tocantins","ror":"https://ror.org/053xy8k29","country_code":"BR","type":"education","lineage":["https://openalex.org/I41458283"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Warley Gramacho da Silva","raw_affiliation_strings":["Department of Computer Science , Federal University of Tocantins , BRAZIL","wgramacho,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science , Federal University of Tocantins , BRAZIL","institution_ids":["https://openalex.org/I41458283"]},{"raw_affiliation_string":"wgramacho,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042762772","display_name":"Edeilson Milhomem da Silva","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I41458283","display_name":"Universidade Federal do Tocantins","ror":"https://ror.org/053xy8k29","country_code":"BR","type":"education","lineage":["https://openalex.org/I41458283"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Edeilson Milhomem da Silva","raw_affiliation_strings":["Department of Computer Science , Federal University of Tocantins , BRAZIL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science , Federal University of Tocantins , BRAZIL","institution_ids":["https://openalex.org/I41458283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018814072","display_name":"Rafael Lima de Carvalho","orcid":"https://orcid.org/0000-0002-5296-8641","observed_orcids":["https://orcid.org/0000-0002-5296-8641"]},"institutions":[{"id":"https://openalex.org/I41458283","display_name":"Universidade Federal do Tocantins","ror":"https://ror.org/053xy8k29","country_code":"BR","type":"education","lineage":["https://openalex.org/I41458283"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael Lima de Carvalho","raw_affiliation_strings":["Department of Computer Science , Federal University of Tocantins , BRAZIL","Universidade   Federal   do    Tocantins"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science , Federal University of Tocantins , BRAZIL","institution_ids":["https://openalex.org/I41458283"]},{"raw_affiliation_string":"Universidade   Federal   do    Tocantins","institution_ids":["https://openalex.org/I41458283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6326,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.68297288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"5","issue":"12","first_page":"294","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":9.999999747378752e-05,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/road-crack-detection","display_name":"road crack detection","score":0.7699999809265137},{"id":"https://openalex.org/keywords/weightless-neural-networks","display_name":"weightless neural networks","score":0.7870000004768372},{"id":"https://openalex.org/keywords/wisard","display_name":"WiSARD","score":0.6589999794960022},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.9950000047683716},{"id":"https://openalex.org/keywords/lightweight-neural-networks","display_name":"lightweight neural networks","score":0.3230000138282776}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7656015753746033},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6444213390350342},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6246949434280396},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5932266116142273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5850006341934204},{"id":"https://openalex.org/C168056786","wikidata":"https://www.wikidata.org/wiki/Q202251","display_name":"Asphalt","level":2,"score":0.5517414212226868},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5206815004348755},{"id":"https://openalex.org/C139265228","wikidata":"https://www.wikidata.org/wiki/Q5283089","display_name":"Distress","level":2,"score":0.47017067670822144},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.453596293926239},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4349604845046997},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.41222742199897766},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3426941931247711},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12964928150177002},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10668197274208069},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09554296731948853},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0602167546749115},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.22161/ijaers.5.12.40","doi":"https://doi.org/10.22161/ijaers.5.12.40","is_oa":true,"landing_page_url":"https://doi.org/10.22161/ijaers.5.12.40","pdf_url":"https://ijaers.com/uploads/issue_files/40-IJAERS-DEC-2018-27-WeightlessNeuralNetwork.pdf","source":{"id":"https://openalex.org/S4210240295","display_name":"International Journal of Advanced Engineering Research and Science","issn_l":"2349-6495","issn":["2349-6495","2456-1908"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Engineering Research and Science","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1901.03660","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1901.03660","pdf_url":"https://arxiv.org/pdf/1901.03660","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.1901.03660","doi":"https://doi.org/10.48550/arxiv.1901.03660","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1901.03660","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.22161/ijaers.5.12.40","doi":"https://doi.org/10.22161/ijaers.5.12.40","is_oa":true,"landing_page_url":"https://doi.org/10.22161/ijaers.5.12.40","pdf_url":"https://ijaers.com/uploads/issue_files/40-IJAERS-DEC-2018-27-WeightlessNeuralNetwork.pdf","source":{"id":"https://openalex.org/S4210240295","display_name":"International Journal of Advanced Engineering Research and Science","issn_l":"2349-6495","issn":["2349-6495","2456-1908"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Engineering Research and Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2906820832.pdf","grobid_xml":"https://content.openalex.org/works/W2906820832.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1538131130","https://openalex.org/W1686810756","https://openalex.org/W1995341919","https://openalex.org/W2015100754","https://openalex.org/W2037855648","https://openalex.org/W2086750101","https://openalex.org/W2108598243","https://openalex.org/W2147800946","https://openalex.org/W2163605009","https://openalex.org/W2165698076","https://openalex.org/W2183341477","https://openalex.org/W2263250225","https://openalex.org/W2474796106","https://openalex.org/W2509839315","https://openalex.org/W2531409750","https://openalex.org/W2757455114","https://openalex.org/W2782408838","https://openalex.org/W2884786778","https://openalex.org/W3199609240","https://openalex.org/W4238276956"],"related_works":["https://openalex.org/W7084503627","https://openalex.org/W2757455114","https://openalex.org/W629901418","https://openalex.org/W2906977256","https://openalex.org/W4225295294","https://openalex.org/W4388750967","https://openalex.org/W4407426230","https://openalex.org/W4313138191","https://openalex.org/W4308093941","https://openalex.org/W7204960912"],"abstract_inverted_index":{"The":[0],"present":[1],"paper":[2],"shows":[3,53],"a":[4,28,41,71,100],"solution":[5,26,98],"to":[6,35,62,109,112],"the":[7,15,24,49,55,64,68,75,85,88,96,106,115],"problem":[8],"of":[9,17,40,46,57,67,74,91,95,102,114],"automatic":[10],"distress":[11],"detection,":[12],"more":[13],"precisely":[14],"detection":[16],"holes":[18],"in":[19,105],"paved":[20],"roads.To":[21],"do":[22],"so,":[23],"proposed":[25,50],"uses":[27],"weightless":[29],"neural":[30],"network":[31],"known":[32],"as":[33],"Wisard":[34],"decide":[36],"whether":[37],"an":[38,77],"image":[39],"road":[42],"has":[43],"any":[44],"kind":[45],"cracks.In":[47],"addition,":[48],"architecture":[51,94],"also":[52],"how":[54],"use":[56],"transfer":[58],"learning":[59],"was":[60,79],"able":[61],"improve":[63],"overall":[65],"accuracy":[66,104],"decision":[69],"system.As":[70],"verification":[72],"step":[73],"research,":[76],"experiment":[78],"carried":[80],"out":[81],"using":[82],"images":[83],"from":[84],"streets":[86],"at":[87],"Federal":[89],"University":[90],"Tocantins,":[92],"Brazil.The":[93],"developed":[97],"presents":[99],"result":[101],"85.71%":[103],"dataset,":[107],"proving":[108],"be":[110],"superior":[111],"approaches":[113],"state-of-the-art.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2019-01-11T00:00:00"}