{"id":"https://openalex.org/W3199878395","doi":"https://doi.org/10.1007/978-3-030-87101-7_16","title":"Task-Specific Automation in Deep Learning Processes","display_name":"Task-Specific Automation in Deep Learning Processes","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3199878395","doi":"https://doi.org/10.1007/978-3-030-87101-7_16","mag":"3199878395"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87101-7_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87101-7_16","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/A5074905654","display_name":"Georg Buchgeher","orcid":"https://orcid.org/0000-0002-8565-6257"},"institutions":[{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Georg Buchgeher","raw_affiliation_strings":["Software Competence Center Hagenberg, Hagenberg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Competence Center Hagenberg, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028642420","display_name":"Gerald Czech","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126338","display_name":"Software Competence Center Hagenberg (Austria)","ror":"https://ror.org/02ks3nr96","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210126338"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Gerald Czech","raw_affiliation_strings":["Software Competence Center Hagenberg, Hagenberg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Competence Center Hagenberg, Hagenberg, Austria","institution_ids":["https://openalex.org/I4210126338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045411943","display_name":"Adriano Souza Ribeiro","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adriano Souza Ribeiro","raw_affiliation_strings":["PKE Holding AG, Wien, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PKE Holding AG, Wien, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020356959","display_name":"Werner Kloihofer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Werner Kloihofer","raw_affiliation_strings":["PKE Holding AG, Wien, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PKE Holding AG, Wien, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050421874","display_name":"Paolo Meloni","orcid":"https://orcid.org/0000-0002-8106-4641"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Meloni","raw_affiliation_strings":["University of Cagliari, Cagliari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007366992","display_name":"Paola Busia","orcid":"https://orcid.org/0000-0002-1434-9858"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paola Busia","raw_affiliation_strings":["University of Cagliari, Cagliari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014248372","display_name":"Gianfranco Deriu","orcid":null},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianfranco Deriu","raw_affiliation_strings":["University of Cagliari, Cagliari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021496483","display_name":"Maura Pintor","orcid":"https://orcid.org/0000-0002-1944-2875"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maura Pintor","raw_affiliation_strings":["Pluribus One S.R.L, Cagliari, Italy","University of Cagliari, Cagliari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pluribus One S.R.L, Cagliari, Italy","institution_ids":[]},{"raw_affiliation_string":"University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008367647","display_name":"Battista Biggio","orcid":"https://orcid.org/0000-0001-7752-509X"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Battista Biggio","raw_affiliation_strings":["Pluribus One S.R.L, Cagliari, Italy","University of Cagliari, Cagliari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pluribus One S.R.L, Cagliari, Italy","institution_ids":[]},{"raw_affiliation_string":"University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032135304","display_name":"Cristina Chesta","orcid":"https://orcid.org/0000-0002-6275-2107"},"institutions":[{"id":"https://openalex.org/I4210128559","display_name":"Reply (Italy)","ror":"https://ror.org/03ma9mt41","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210128559"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristina Chesta","raw_affiliation_strings":["Concept Reply, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concept Reply, Torino, Italy","institution_ids":["https://openalex.org/I4210128559"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006124645","display_name":"Luca Rinelli","orcid":"https://orcid.org/0000-0002-9442-9128"},"institutions":[{"id":"https://openalex.org/I4210128559","display_name":"Reply (Italy)","ror":"https://ror.org/03ma9mt41","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210128559"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Rinelli","raw_affiliation_strings":["Concept Reply, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concept Reply, Torino, Italy","institution_ids":["https://openalex.org/I4210128559"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070108326","display_name":"David Nogu\u00e9ro","orcid":"https://orcid.org/0000-0001-6979-9330"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Solans","raw_affiliation_strings":["University Pompeu Fabra, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009549091","display_name":"Manuel Portela","orcid":"https://orcid.org/0000-0003-0255-0340"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Portela","raw_affiliation_strings":["University Pompeu Fabra, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1649,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85375582,"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":"159","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9901000261306763,"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/T11424","display_name":"Security and Verification in Computing","score":0.9868999719619751,"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/orchestration","display_name":"Orchestration","score":0.864044189453125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7950614094734192},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.7047429084777832},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6760042309761047},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6459437012672424},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5300224423408508},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5239817500114441},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5017964839935303},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.43116194009780884},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3431798815727234},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.18704479932785034},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15211066603660583},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11490461230278015}],"concepts":[{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.864044189453125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7950614094734192},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.7047429084777832},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6760042309761047},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6459437012672424},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5300224423408508},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5239817500114441},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5017964839935303},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.43116194009780884},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3431798815727234},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.18704479932785034},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15211066603660583},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11490461230278015},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-87101-7_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87101-7_16","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"},{"id":"pmh:oai:iris.unica.it:11584/345359","is_oa":false,"landing_page_url":"http://hdl.handle.net/11584/345359","pdf_url":null,"source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2163605009","https://openalex.org/W2189162242","https://openalex.org/W2773756801","https://openalex.org/W2896671475","https://openalex.org/W2922234936","https://openalex.org/W2944058264","https://openalex.org/W2994749257","https://openalex.org/W3001718840","https://openalex.org/W3034721499","https://openalex.org/W3089693568","https://openalex.org/W3098910265","https://openalex.org/W3100768276","https://openalex.org/W3149731118","https://openalex.org/W3165602167","https://openalex.org/W6600225990"],"related_works":["https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W560952460","https://openalex.org/W2290927522","https://openalex.org/W4283579741","https://openalex.org/W3066706303","https://openalex.org/W876159576","https://openalex.org/W2943612818","https://openalex.org/W1994346114"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
