{"id":"https://openalex.org/W4393940451","doi":"https://doi.org/10.1007/s12243-024-01028-2","title":"Large language models and unsupervised feature learning: implications for log analysis","display_name":"Large language models and unsupervised feature learning: implications for log analysis","publication_year":2024,"publication_date":"2024-04-04","ids":{"openalex":"https://openalex.org/W4393940451","doi":"https://doi.org/10.1007/s12243-024-01028-2"},"language":"en","primary_location":{"id":"doi:10.1007/s12243-024-01028-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12243-024-01028-2","pdf_url":null,"source":{"id":"https://openalex.org/S164884734","display_name":"Annals of Telecommunications","issn_l":"0003-4347","issn":["0003-4347","1958-9395"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Telecommunications","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/A5079398837","display_name":"Egil Karlsen","orcid":null},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Egil Karlsen","raw_affiliation_strings":["Faculty Computer Science, Dalhousie University, University Ave., Halifax, Nova Scotia, B3H 1W5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty Computer Science, Dalhousie University, University Ave., Halifax, Nova Scotia, B3H 1W5, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038978057","display_name":"Xiao Luo","orcid":"https://orcid.org/0000-0002-3649-9785"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiao Luo","raw_affiliation_strings":["Department of Management Science and Information Systems, Oklahoma State University, 370 Business Building, Stillwater, OK, 74078, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Science and Information Systems, Oklahoma State University, 370 Business Building, Stillwater, OK, 74078, USA","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008462534","display_name":"A. Nur Zincir\u2010Heywood","orcid":"https://orcid.org/0000-0003-2796-7265"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nur Zincir-Heywood","raw_affiliation_strings":["Faculty Computer Science, Dalhousie University, University Ave., Halifax, Nova Scotia, B3H 1W5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty Computer Science, Dalhousie University, University Ave., Halifax, Nova Scotia, B3H 1W5, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003699164","display_name":"Malcolm I. Heywood","orcid":"https://orcid.org/0000-0002-1521-0671"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Malcolm Heywood","raw_affiliation_strings":["Faculty Computer Science, Dalhousie University, University Ave., Halifax, Nova Scotia, B3H 1W5, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty Computer Science, Dalhousie University, University Ave., Halifax, Nova Scotia, B3H 1W5, Canada","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079398837"],"corresponding_institution_ids":["https://openalex.org/I129902397"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":null,"fwci":2.1438,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86957622,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"79","issue":"11-12","first_page":"711","last_page":"729"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9976000189781189,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9961000084877014,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5766616463661194},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5241910815238953},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5138412117958069},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5015943050384521},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49870753288269043},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38763442635536194},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3861655592918396},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.33373117446899414},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.20240715146064758}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5766616463661194},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5241910815238953},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5138412117958069},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5015943050384521},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49870753288269043},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38763442635536194},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3861655592918396},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.33373117446899414},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.20240715146064758},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12243-024-01028-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12243-024-01028-2","pdf_url":null,"source":{"id":"https://openalex.org/S164884734","display_name":"Annals of Telecommunications","issn_l":"0003-4347","issn":["0003-4347","1958-9395"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Telecommunications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.49000000953674316,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2039377530","https://openalex.org/W2046079134","https://openalex.org/W2079735306","https://openalex.org/W2107263349","https://openalex.org/W2121879602","https://openalex.org/W2162161511","https://openalex.org/W2896457183","https://openalex.org/W2912204801","https://openalex.org/W2979826702","https://openalex.org/W3174781392","https://openalex.org/W3199174176","https://openalex.org/W3204466917","https://openalex.org/W3212496002","https://openalex.org/W4220836728","https://openalex.org/W4281560964","https://openalex.org/W4282943716","https://openalex.org/W4310608580","https://openalex.org/W4385605314","https://openalex.org/W4389575940","https://openalex.org/W4398160651","https://openalex.org/W4398497292","https://openalex.org/W6600424091","https://openalex.org/W6945026377"],"related_works":["https://openalex.org/W3196155444","https://openalex.org/W328659180","https://openalex.org/W4321844043","https://openalex.org/W3210156800","https://openalex.org/W4390062853","https://openalex.org/W4297883248","https://openalex.org/W4255830763","https://openalex.org/W1583266947","https://openalex.org/W4286799911","https://openalex.org/W3165437720"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
