{"id":"https://openalex.org/W4400988474","doi":"https://doi.org/10.1007/s10664-024-10518-9","title":"The impact of concept drift and data leakage on log level prediction models","display_name":"The impact of concept drift and data leakage on log level prediction models","publication_year":2024,"publication_date":"2024-07-25","ids":{"openalex":"https://openalex.org/W4400988474","doi":"https://doi.org/10.1007/s10664-024-10518-9"},"language":"en","primary_location":{"id":"doi:10.1007/s10664-024-10518-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-024-10518-9","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-article"},"type":"article","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/A5060700197","display_name":"Youssef Esseddiq Ouatiti","orcid":"https://orcid.org/0000-0001-8063-6225"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Youssef Esseddiq Ouatiti","raw_affiliation_strings":["Queen\u2019s University, Kingston, Canada","Queen's University, Kingston, Canada"],"raw_orcid":"https://orcid.org/0000-0001-8063-6225","affiliations":[{"raw_affiliation_string":"Queen\u2019s University, Kingston, Canada","institution_ids":["https://openalex.org/I204722609"]},{"raw_affiliation_string":"Queen's University, Kingston, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023078795","display_name":"Mohammed Sayagh","orcid":"https://orcid.org/0000-0002-2724-0034"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammed Sayagh","raw_affiliation_strings":["ETS - Qu\u00e9bec University, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETS - Qu\u00e9bec University, Montreal, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023514511","display_name":"Noureddine Kerzazi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Noureddine Kerzazi","raw_affiliation_strings":["ENSIAS, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENSIAS, Rabat, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058164381","display_name":"Bram Adams","orcid":"https://orcid.org/0000-0001-7213-4006"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bram Adams","raw_affiliation_strings":["Queen\u2019s University, Kingston, Canada","Queen's University, Kingston, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen\u2019s University, Kingston, Canada","institution_ids":["https://openalex.org/I204722609"]},{"raw_affiliation_string":"Queen's University, Kingston, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091586373","display_name":"Ahmed E. Hassan","orcid":"https://orcid.org/0000-0001-7749-5513"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ahmed E. Hassan","raw_affiliation_strings":["Queen\u2019s University, Kingston, Canada","Queen's University, Kingston, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen\u2019s University, Kingston, Canada","institution_ids":["https://openalex.org/I204722609"]},{"raw_affiliation_string":"Queen's University, Kingston, Canada","institution_ids":["https://openalex.org/I204722609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060700197"],"corresponding_institution_ids":["https://openalex.org/I204722609"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":1.1114,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80831805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"29","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9997000098228455,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9997000098228455,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9937999844551086,"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/interpretability","display_name":"Interpretability","score":0.8891083002090454},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.773813009262085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6695764660835266},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5281586647033691},{"id":"https://openalex.org/keywords/statement","display_name":"Statement (logic)","score":0.43329358100891113},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4324851334095001},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41781607270240784},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4142230153083801},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41064178943634033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3936064839363098},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16825070977210999}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8891083002090454},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.773813009262085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6695764660835266},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5281586647033691},{"id":"https://openalex.org/C2777026412","wikidata":"https://www.wikidata.org/wiki/Q2684591","display_name":"Statement (logic)","level":2,"score":0.43329358100891113},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4324851334095001},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41781607270240784},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4142230153083801},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41064178943634033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3936064839363098},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16825070977210999},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10664-024-10518-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-024-10518-9","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:espace2.etsmtl.ca:29112","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/29112/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article publi\u00e9 dans une revue, r\u00e9vis\u00e9 par les pairs"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.8500000238418579,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1585854823","https://openalex.org/W1904826605","https://openalex.org/W1912982817","https://openalex.org/W1981075560","https://openalex.org/W2000988610","https://openalex.org/W2027380800","https://openalex.org/W2044879407","https://openalex.org/W2099419573","https://openalex.org/W2107643286","https://openalex.org/W2108769867","https://openalex.org/W2109178099","https://openalex.org/W2124797841","https://openalex.org/W2167514255","https://openalex.org/W2170890990","https://openalex.org/W2221794486","https://openalex.org/W2295086410","https://openalex.org/W2398995299","https://openalex.org/W2531425405","https://openalex.org/W2588336250","https://openalex.org/W2739567232","https://openalex.org/W2766228130","https://openalex.org/W2786424616","https://openalex.org/W2796136894","https://openalex.org/W2808113972","https://openalex.org/W2884697754","https://openalex.org/W2963520355","https://openalex.org/W2973461969","https://openalex.org/W2992896412","https://openalex.org/W3080471220","https://openalex.org/W3096359688","https://openalex.org/W3108348231","https://openalex.org/W3113078691","https://openalex.org/W3147048975","https://openalex.org/W3162546773","https://openalex.org/W3174067697","https://openalex.org/W3175417087","https://openalex.org/W3184231327","https://openalex.org/W3211945175","https://openalex.org/W4210851094","https://openalex.org/W4214643715","https://openalex.org/W4232478844","https://openalex.org/W4243521886","https://openalex.org/W4246903272","https://openalex.org/W4284686817","https://openalex.org/W4399637125","https://openalex.org/W4400988474","https://openalex.org/W6608548112","https://openalex.org/W6759125741"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2153869077","https://openalex.org/W1986582023","https://openalex.org/W2966829450","https://openalex.org/W4380075502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}