{"id":"https://openalex.org/W4293100964","doi":"https://doi.org/10.1007/s10994-022-06152-5","title":"A comparison of proximity-based methods for detecting temporal anomalies in business processes","display_name":"A comparison of proximity-based methods for detecting temporal anomalies in business processes","publication_year":2022,"publication_date":"2022-03-21","ids":{"openalex":"https://openalex.org/W4293100964","doi":"https://doi.org/10.1007/s10994-022-06152-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-022-06152-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-022-06152-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-022-06152-5.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-022-06152-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091029457","display_name":"Ioannis Mavroudopoulos","orcid":"https://orcid.org/0000-0002-6659-9605"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Mavroudopoulos","raw_affiliation_strings":["Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011211191","display_name":"Anastasios Gounaris","orcid":"https://orcid.org/0000-0003-3976-7615"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Anastasios Gounaris","raw_affiliation_strings":["Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0003-3976-7615","affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5011211191"],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.2775,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62787153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"112","issue":"11","first_page":"4101","last_page":"4128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9990000128746033,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9990000128746033,"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":0.9965999722480774,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9879999756813049,"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/anomaly-detection","display_name":"Anomaly detection","score":0.7762641906738281},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.668637752532959},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.580286979675293},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5360128879547119},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5333449840545654},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5308533310890198},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5220184922218323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5093575716018677},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.45638421177864075},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43889135122299194},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40838897228240967},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34492728114128113},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08495333790779114}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7762641906738281},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.668637752532959},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.580286979675293},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5360128879547119},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5333449840545654},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5308533310890198},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5220184922218323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5093575716018677},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.45638421177864075},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43889135122299194},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40838897228240967},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34492728114128113},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08495333790779114},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10994-022-06152-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-022-06152-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-022-06152-5.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10994-022-06152-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-022-06152-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-022-06152-5.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327859","display_name":"Hellenic Foundation for Research and Innovation","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293100964.pdf","grobid_xml":"https://content.openalex.org/works/W4293100964.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W107204879","https://openalex.org/W1565746575","https://openalex.org/W1592237688","https://openalex.org/W1673310716","https://openalex.org/W1843425376","https://openalex.org/W1979707057","https://openalex.org/W1999010619","https://openalex.org/W2045012776","https://openalex.org/W2049058890","https://openalex.org/W2127979711","https://openalex.org/W2134641333","https://openalex.org/W2144182447","https://openalex.org/W2153610999","https://openalex.org/W2164097521","https://openalex.org/W2337344967","https://openalex.org/W2521362385","https://openalex.org/W2524473748","https://openalex.org/W2532450374","https://openalex.org/W2538859255","https://openalex.org/W2581522324","https://openalex.org/W2595077599","https://openalex.org/W2740924709","https://openalex.org/W2779552694","https://openalex.org/W2875786650","https://openalex.org/W2918288254","https://openalex.org/W2938843701","https://openalex.org/W2964066696","https://openalex.org/W2969679574","https://openalex.org/W2974866841","https://openalex.org/W2982284349","https://openalex.org/W3017239579","https://openalex.org/W3017317785","https://openalex.org/W3031387771","https://openalex.org/W3040266635","https://openalex.org/W3097858362","https://openalex.org/W3103628815","https://openalex.org/W3120405191","https://openalex.org/W3135550350","https://openalex.org/W3148488282","https://openalex.org/W4243932450","https://openalex.org/W4256141317"],"related_works":["https://openalex.org/W4234874385","https://openalex.org/W1585007175","https://openalex.org/W2382521049","https://openalex.org/W2323648130","https://openalex.org/W2144385241","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}