{"id":"https://openalex.org/W4411008925","doi":"https://doi.org/10.1007/s10515-025-00527-3","title":"What information contributes to log-based anomaly detection? Insights from a configurable transformer-based approach","display_name":"What information contributes to log-based anomaly detection? Insights from a configurable transformer-based approach","publication_year":2025,"publication_date":"2025-06-02","ids":{"openalex":"https://openalex.org/W4411008925","doi":"https://doi.org/10.1007/s10515-025-00527-3"},"language":"en","primary_location":{"id":"doi:10.1007/s10515-025-00527-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10515-025-00527-3","pdf_url":null,"source":{"id":"https://openalex.org/S4210177399","display_name":"Automated Software Engineering","issn_l":"0928-8910","issn":["0928-8910","1573-7535"],"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":"Automated 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/A5101480041","display_name":"Xingfang Wu","orcid":"https://orcid.org/0000-0001-7040-3751"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xingfang Wu","raw_affiliation_strings":["Department of Computer and Software Engineering, Polytechnique Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Software Engineering, Polytechnique Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338781","display_name":"Heng Li","orcid":"https://orcid.org/0000-0001-5441-6763"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Heng Li","raw_affiliation_strings":["Department of Computer and Software Engineering, Polytechnique Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Software Engineering, Polytechnique Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"last","author":{"id":null,"display_name":"Foutse Khomh","orcid":null},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Foutse Khomh","raw_affiliation_strings":["Department of Computer and Software Engineering, Polytechnique Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Software Engineering, Polytechnique Montr\u00e9al, Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I45683168"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100338781"],"corresponding_institution_ids":["https://openalex.org/I45683168"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.9389,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75946931,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"32","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9904000163078308,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/anomaly-detection","display_name":"Anomaly detection","score":0.6929374933242798},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5085135698318481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4545908570289612},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37058812379837036},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22105547785758972},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13924196362495422},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.07993748784065247}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6929374933242798},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5085135698318481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4545908570289612},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37058812379837036},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22105547785758972},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13924196362495422},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.07993748784065247}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10515-025-00527-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10515-025-00527-3","pdf_url":null,"source":{"id":"https://openalex.org/S4210177399","display_name":"Automated Software Engineering","issn_l":"0928-8910","issn":["0928-8910","1573-7535"],"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":"Automated Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:publications.polymtl.ca:66062","is_oa":false,"landing_page_url":"https://publications.polymtl.ca/66062/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article de revue"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2027380800","https://openalex.org/W2039157918","https://openalex.org/W2094924503","https://openalex.org/W2105454049","https://openalex.org/W2107263349","https://openalex.org/W2141041105","https://openalex.org/W2401686019","https://openalex.org/W2560021099","https://openalex.org/W2734941459","https://openalex.org/W2754665629","https://openalex.org/W2767094836","https://openalex.org/W2883560233","https://openalex.org/W2943845043","https://openalex.org/W2947815220","https://openalex.org/W2963999143","https://openalex.org/W2970641574","https://openalex.org/W3040197085","https://openalex.org/W3099780882","https://openalex.org/W3127712067","https://openalex.org/W3183619936","https://openalex.org/W3184231327","https://openalex.org/W3199174176","https://openalex.org/W4205965165","https://openalex.org/W4226128225","https://openalex.org/W4385573607","https://openalex.org/W4387435361","https://openalex.org/W4388212317","https://openalex.org/W4391558391","https://openalex.org/W4393158805","https://openalex.org/W4394987717","https://openalex.org/W4400583065","https://openalex.org/W6600459194","https://openalex.org/W6702248584","https://openalex.org/W6819738252"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
