{"id":"https://openalex.org/W2888647963","doi":"https://doi.org/10.1007/978-3-319-99229-7_49","title":"Improving Image Classification Robustness Using Predictive Data Augmentation","display_name":"Improving Image Classification Robustness Using Predictive Data Augmentation","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2888647963","doi":"https://doi.org/10.1007/978-3-319-99229-7_49","mag":"2888647963"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-99229-7_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-99229-7_49","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5019345901","display_name":"S. P. Harisubramanyabalaji","orcid":null},"institutions":[{"id":"https://openalex.org/I1294350288","display_name":"Scania (Sweden)","ror":"https://ror.org/03g4sde39","country_code":"SE","type":"company","lineage":["https://openalex.org/I1294350288"]},{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Subramani Palanisamy Harisubramanyabalaji","raw_affiliation_strings":["Scania CV AB, 15187, S\u00f6dert\u00e4lje, Sweden","i2lab, Ume\u00e5 University, 901 87, Ume\u00e5, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scania CV AB, 15187, S\u00f6dert\u00e4lje, Sweden","institution_ids":["https://openalex.org/I1294350288"]},{"raw_affiliation_string":"i2lab, Ume\u00e5 University, 901 87, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100646978","display_name":"Shafiq ur R\u00e9hman","orcid":"https://orcid.org/0000-0002-0028-0204"},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Shafiq ur\u00a0R\u00e9hman","raw_affiliation_strings":["i2lab, Ume\u00e5 University, 901 87, Ume\u00e5, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"i2lab, Ume\u00e5 University, 901 87, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070092646","display_name":"Mattias Nyberg","orcid":"https://orcid.org/0000-0001-6667-3783"},"institutions":[{"id":"https://openalex.org/I1294350288","display_name":"Scania (Sweden)","ror":"https://ror.org/03g4sde39","country_code":"SE","type":"company","lineage":["https://openalex.org/I1294350288"]},{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mattias Nyberg","raw_affiliation_strings":["KTH Royal Institute of Technology, 100 44, Stockholm, Sweden","Scania CV AB, 15187, S\u00f6dert\u00e4lje, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology, 100 44, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"Scania CV AB, 15187, S\u00f6dert\u00e4lje, Sweden","institution_ids":["https://openalex.org/I1294350288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086206998","display_name":"Joakim Gustavsson","orcid":null},"institutions":[{"id":"https://openalex.org/I1294350288","display_name":"Scania (Sweden)","ror":"https://ror.org/03g4sde39","country_code":"SE","type":"company","lineage":["https://openalex.org/I1294350288"]},{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Joakim Gustavsson","raw_affiliation_strings":["KTH Royal Institute of Technology, 100 44, Stockholm, Sweden","Scania CV AB, 15187, S\u00f6dert\u00e4lje, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KTH Royal Institute of Technology, 100 44, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"Scania CV AB, 15187, S\u00f6dert\u00e4lje, Sweden","institution_ids":["https://openalex.org/I1294350288"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.2675,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89772248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"548","last_page":"561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9988999962806702,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9970999956130981,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8276958465576172},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7811071872711182},{"id":"https://openalex.org/keywords/safer","display_name":"SAFER","score":0.665917158126831},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6490476727485657},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6053589582443237},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6041074395179749},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5125755667686462},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4230692386627197},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3448604941368103},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3360763192176819}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8276958465576172},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7811071872711182},{"id":"https://openalex.org/C2776654903","wikidata":"https://www.wikidata.org/wiki/Q2601463","display_name":"SAFER","level":2,"score":0.665917158126831},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6490476727485657},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6053589582443237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6041074395179749},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5125755667686462},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4230692386627197},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3448604941368103},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3360763192176819},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-99229-7_49","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-99229-7_49","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1977610018","https://openalex.org/W1978736542","https://openalex.org/W1985760370","https://openalex.org/W2012742472","https://openalex.org/W2108069432","https://openalex.org/W2117876524","https://openalex.org/W2125085157","https://openalex.org/W2127061207","https://openalex.org/W2131020982","https://openalex.org/W2163605009","https://openalex.org/W2327825807","https://openalex.org/W2555714304","https://openalex.org/W2897009419","https://openalex.org/W4231057059","https://openalex.org/W4320301728","https://openalex.org/W6600503824"],"related_works":["https://openalex.org/W2953205341","https://openalex.org/W2092643327","https://openalex.org/W235065745","https://openalex.org/W2029935773","https://openalex.org/W2787754950","https://openalex.org/W1572215850","https://openalex.org/W1985775355","https://openalex.org/W2352115286","https://openalex.org/W2476350415","https://openalex.org/W4256172809"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
