{"id":"https://openalex.org/W4312687051","doi":"https://doi.org/10.1007/978-981-19-8234-7_51","title":"DeepDream Algorithm for Data Augmentation in a Neural Network Ensemble Applied to Multiclass Image Classification","display_name":"DeepDream Algorithm for Data Augmentation in a Neural Network Ensemble Applied to Multiclass Image Classification","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312687051","doi":"https://doi.org/10.1007/978-981-19-8234-7_51"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-19-8234-7_51","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-8234-7_51","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5112885056","display_name":"Dmitrii Viaktin","orcid":null},"institutions":[{"id":"https://openalex.org/I116191961","display_name":"Northern (Arctic) Federal University","ror":"https://ror.org/017kqpz20","country_code":"RU","type":"education","lineage":["https://openalex.org/I116191961"]},{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES","RU"],"is_corresponding":true,"raw_author_name":"Dmitrii Viaktin","raw_affiliation_strings":["Northern (Arctic) Federal University, Severnaya Dvina Embankment, 17, Arkhangelsk, Arkhangelsk Region, Russia","University of Deusto, Unibertsitate Etorb., 24, 48007, Bilbo, Bizkaia, Spain"],"affiliations":[{"raw_affiliation_string":"Northern (Arctic) Federal University, Severnaya Dvina Embankment, 17, Arkhangelsk, Arkhangelsk Region, Russia","institution_ids":["https://openalex.org/I116191961"]},{"raw_affiliation_string":"University of Deusto, Unibertsitate Etorb., 24, 48007, Bilbo, Bizkaia, Spain","institution_ids":["https://openalex.org/I136040515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028149208","display_name":"Begonya Garc\u00eda-Zapirain","orcid":"https://orcid.org/0000-0002-9356-1186"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Begonya Garcia-Zapirain","raw_affiliation_strings":["University of Deusto, Unibertsitate Etorb., 24, 48007, Bilbo, Bizkaia, Spain"],"affiliations":[{"raw_affiliation_string":"University of Deusto, Unibertsitate Etorb., 24, 48007, Bilbo, Bizkaia, Spain","institution_ids":["https://openalex.org/I136040515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005791763","display_name":"Amaia M\u00e9ndez Zorrilla","orcid":"https://orcid.org/0000-0002-0539-4753"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Amaia Mendez Zorrilla","raw_affiliation_strings":["University of Deusto, Unibertsitate Etorb., 24, 48007, Bilbo, Bizkaia, Spain"],"affiliations":[{"raw_affiliation_string":"University of Deusto, Unibertsitate Etorb., 24, 48007, Bilbo, Bizkaia, Spain","institution_ids":["https://openalex.org/I136040515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5112885056"],"corresponding_institution_ids":["https://openalex.org/I116191961","https://openalex.org/I136040515"],"apc_list":null,"apc_paid":null,"fwci":5.486,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96667633,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"655","last_page":"667"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9951000213623047,"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":0.9951000213623047,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9855999946594238,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9772999882698059,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7612210512161255},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7032199501991272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5947909951210022},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.56770259141922},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5618166327476501},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47903528809547424},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4635303318500519},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.44475269317626953},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.42370137572288513},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41594499349594116},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.27569153904914856}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7612210512161255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7032199501991272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5947909951210022},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.56770259141922},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5618166327476501},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47903528809547424},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4635303318500519},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.44475269317626953},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.42370137572288513},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41594499349594116},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27569153904914856},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-19-8234-7_51","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-8234-7_51","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2527205437","https://openalex.org/W2578980197","https://openalex.org/W2747867811","https://openalex.org/W2770456481","https://openalex.org/W2884065486","https://openalex.org/W2954996726","https://openalex.org/W2966126335"],"related_works":["https://openalex.org/W2148765932","https://openalex.org/W2386387936","https://openalex.org/W2033914206","https://openalex.org/W2090093270","https://openalex.org/W2146076056","https://openalex.org/W2114889067","https://openalex.org/W2163831990","https://openalex.org/W3115043162","https://openalex.org/W2546871836","https://openalex.org/W2136485282"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
