{"id":"https://openalex.org/W3133611487","doi":"https://doi.org/10.5220/0010457107090716","title":"Towards the Automation of Industrial Data Science: A Meta-learning based Approach","display_name":"Towards the Automation of Industrial Data Science: A Meta-learning based Approach","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3133611487","doi":"https://doi.org/10.5220/0010457107090716","mag":"3133611487"},"language":"en","primary_location":{"id":"doi:10.5220/0010457107090716","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010457107090716","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0010457107090716","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074290191","display_name":"Moncef Garouani","orcid":"https://orcid.org/0000-0003-2528-441X"},"institutions":[{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]},{"id":"https://openalex.org/I4210145340","display_name":"Institut des Hautes \u00c9tudes de Management","ror":"https://ror.org/04cat5h68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145340"]},{"id":"https://openalex.org/I4387154658","display_name":"Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale","ror":"https://ror.org/00tm1qp20","country_code":null,"type":"facility","lineage":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]},{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["FR","MA"],"is_corresponding":true,"raw_author_name":"Moncef Garouani","raw_affiliation_strings":["ISSIEE Laboratory, ENSAM, University of Hassan II, Casablanca, Morocco, --- Select a Country ---","Study and Research Center for Engineering and Management(CERIM), HESTIM, Casablanca, Morocco, --- Select a Country ---","Univ. Littoral C\u00f4te d\u2019Opale, UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, F-62100 Calais, France, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"ISSIEE Laboratory, ENSAM, University of Hassan II, Casablanca, Morocco, --- Select a Country ---","institution_ids":["https://openalex.org/I99297268"]},{"raw_affiliation_string":"Study and Research Center for Engineering and Management(CERIM), HESTIM, Casablanca, Morocco, --- Select a Country ---","institution_ids":["https://openalex.org/I4210145340"]},{"raw_affiliation_string":"Univ. Littoral C\u00f4te d\u2019Opale, UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, F-62100 Calais, France, --- Select a Country ---","institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025658455","display_name":"Adeel Ahmad","orcid":"https://orcid.org/0000-0003-0132-3808"},"institutions":[{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]},{"id":"https://openalex.org/I4387154658","display_name":"Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale","ror":"https://ror.org/00tm1qp20","country_code":null,"type":"facility","lineage":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Adeel Ahmad","raw_affiliation_strings":["Univ. Littoral C\u00f4te d\u2019Opale, UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, F-62100 Calais, France, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Univ. Littoral C\u00f4te d\u2019Opale, UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, F-62100 Calais, France, --- Select a Country ---","institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072238079","display_name":"Mourad Bouneffa","orcid":"https://orcid.org/0000-0003-2505-1149"},"institutions":[{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]},{"id":"https://openalex.org/I4387154658","display_name":"Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale","ror":"https://ror.org/00tm1qp20","country_code":null,"type":"facility","lineage":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mourad Bouneffa","raw_affiliation_strings":["Univ. Littoral C\u00f4te d\u2019Opale, UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, F-62100 Calais, France, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Univ. Littoral C\u00f4te d\u2019Opale, UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, F-62100 Calais, France, --- Select a Country ---","institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004299240","display_name":"Arnaud Lewandowski","orcid":"https://orcid.org/0000-0001-6507-5212"},"institutions":[{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]},{"id":"https://openalex.org/I4387154658","display_name":"Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale","ror":"https://ror.org/00tm1qp20","country_code":null,"type":"facility","lineage":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Arnaud Lewandowski","raw_affiliation_strings":["Univ. Littoral C\u00f4te d\u2019Opale, UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, F-62100 Calais, France, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Univ. Littoral C\u00f4te d\u2019Opale, UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, F-62100 Calais, France, --- Select a Country ---","institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015514927","display_name":"Gr\u00e9gory Bourguin","orcid":"https://orcid.org/0000-0002-7399-075X"},"institutions":[{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]},{"id":"https://openalex.org/I4387154658","display_name":"Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale","ror":"https://ror.org/00tm1qp20","country_code":null,"type":"facility","lineage":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gregory Bourguin","raw_affiliation_strings":["Univ. Littoral C\u00f4te d\u2019Opale, UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, F-62100 Calais, France, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Univ. Littoral C\u00f4te d\u2019Opale, UR 4491, LISIC, Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale, F-62100 Calais, France, --- Select a Country ---","institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001483656","display_name":"Mohamed Hamlich","orcid":"https://orcid.org/0000-0002-7512-4329"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Hamlich","raw_affiliation_strings":["ISSIEE Laboratory, ENSAM, University of Hassan II, Casablanca, Morocco, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"ISSIEE Laboratory, ENSAM, University of Hassan II, Casablanca, Morocco, --- Select a Country ---","institution_ids":["https://openalex.org/I99297268"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074290191"],"corresponding_institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4210145340","https://openalex.org/I4387154658","https://openalex.org/I99297268"],"apc_list":null,"apc_paid":null,"fwci":2.11655363,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.88773593,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"709","last_page":"716"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9297000169754028,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9297000169754028,"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/automation","display_name":"Automation","score":0.6963428258895874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6763709187507629},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45590585470199585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3724481463432312},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1902923882007599}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6963428258895874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6763709187507629},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45590585470199585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3724481463432312},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1902923882007599},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0010457107090716","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010457107090716","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03484824v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03484824","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"23rd International Conference on Enterprise Information Systems, Apr 2021, Online Streaming, France. pp.709-716, &#x27E8;10.5220/0010457107090716&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.5220/0010457107090716","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010457107090716","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"International":[0],"audience":[1]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2026-02-13T15:27:49.765798","created_date":"2025-10-10T00:00:00"}
