{"id":"https://openalex.org/W1999319859","doi":"https://doi.org/10.1007/s00138-014-0629-y","title":"Two-stage online inference model for traffic pattern analysis and anomaly detection","display_name":"Two-stage online inference model for traffic pattern analysis and anomaly detection","publication_year":2014,"publication_date":"2014-07-07","ids":{"openalex":"https://openalex.org/W1999319859","doi":"https://doi.org/10.1007/s00138-014-0629-y","mag":"1999319859"},"language":"en","primary_location":{"id":"doi:10.1007/s00138-014-0629-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-014-0629-y","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"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 Vision and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/215911","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039443149","display_name":"Hawook Jeong","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hawook Jeong","raw_affiliation_strings":["Perception and Intelligence Laboratory, ASRI, Seoul National University, Room 413, Bldg 133, 599 Gwanak-ro, Gwanak-gu, Seoul, Korea","Perception and Intelligence Laboratory, ASRI, Seoul National University, Seoul, Korea#TAB#"],"affiliations":[{"raw_affiliation_string":"Perception and Intelligence Laboratory, ASRI, Seoul National University, Room 413, Bldg 133, 599 Gwanak-ro, Gwanak-gu, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Perception and Intelligence Laboratory, ASRI, Seoul National University, Seoul, Korea#TAB#","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073731761","display_name":"Youngjoon Yoo","orcid":"https://orcid.org/0000-0001-8084-5422"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngjoon Yoo","raw_affiliation_strings":["Perception and Intelligence Laboratory, ASRI, Seoul National University, Room 413, Bldg 133, 599 Gwanak-ro, Gwanak-gu, Seoul, Korea","Perception and Intelligence Laboratory, ASRI, Seoul National University, Seoul, Korea#TAB#"],"affiliations":[{"raw_affiliation_string":"Perception and Intelligence Laboratory, ASRI, Seoul National University, Room 413, Bldg 133, 599 Gwanak-ro, Gwanak-gu, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Perception and Intelligence Laboratory, ASRI, Seoul National University, Seoul, Korea#TAB#","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049893251","display_name":"Kwang Moo Yi","orcid":"https://orcid.org/0000-0001-9036-3822"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kwang Moo Yi","raw_affiliation_strings":["Perception and Intelligence Laboratory, ASRI, Seoul National University, Room 413, Bldg 133, 599 Gwanak-ro, Gwanak-gu, Seoul, Korea","Perception and Intelligence Laboratory, ASRI, Seoul National University, Seoul, Korea#TAB#"],"affiliations":[{"raw_affiliation_string":"Perception and Intelligence Laboratory, ASRI, Seoul National University, Room 413, Bldg 133, 599 Gwanak-ro, Gwanak-gu, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Perception and Intelligence Laboratory, ASRI, Seoul National University, Seoul, Korea#TAB#","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088891890","display_name":"Jin Young Choi","orcid":"https://orcid.org/0000-0003-3891-5815"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jin Young Choi","raw_affiliation_strings":["Perception and Intelligence Laboratory, ASRI, Seoul National University, Room 413, Bldg 133, 599 Gwanak-ro, Gwanak-gu, Seoul, Korea","Perception and Intelligence Laboratory, ASRI, Seoul National University, Seoul, Korea#TAB#"],"affiliations":[{"raw_affiliation_string":"Perception and Intelligence Laboratory, ASRI, Seoul National University, Room 413, Bldg 133, 599 Gwanak-ro, Gwanak-gu, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Perception and Intelligence Laboratory, ASRI, Seoul National University, Seoul, Korea#TAB#","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039443149"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":5.9082,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.96101817,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"25","issue":"6","first_page":"1501","last_page":"1517"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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":1.0,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9947999715805054,"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":0.7270004153251648},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.67119300365448},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5356971621513367},{"id":"https://openalex.org/keywords/gibbs-sampling","display_name":"Gibbs sampling","score":0.5239137411117554},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5213974118232727},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.5200731158256531},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4822540879249573},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.4815933406352997},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.45100441575050354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44243156909942627},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4288705289363861},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.23850256204605103}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7270004153251648},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.67119300365448},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5356971621513367},{"id":"https://openalex.org/C158424031","wikidata":"https://www.wikidata.org/wiki/Q1191905","display_name":"Gibbs sampling","level":3,"score":0.5239137411117554},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5213974118232727},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.5200731158256531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4822540879249573},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.4815933406352997},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.45100441575050354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44243156909942627},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4288705289363861},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.23850256204605103},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00138-014-0629-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-014-0629-y","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"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 Vision and Applications","raw_type":"journal-article"},{"id":"pmh:oai:infoscience.epfl.ch:215911","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/215911","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:215911","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/215911","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W159230833","https://openalex.org/W1484830317","https://openalex.org/W1506806321","https://openalex.org/W1880262756","https://openalex.org/W1968362113","https://openalex.org/W1972743048","https://openalex.org/W1985125789","https://openalex.org/W1999853363","https://openalex.org/W2001082470","https://openalex.org/W2006719702","https://openalex.org/W2021659075","https://openalex.org/W2025665395","https://openalex.org/W2040321327","https://openalex.org/W2058429997","https://openalex.org/W2067467244","https://openalex.org/W2087551404","https://openalex.org/W2093796197","https://openalex.org/W2095063460","https://openalex.org/W2102625004","https://openalex.org/W2118439990","https://openalex.org/W2122075562","https://openalex.org/W2122361470","https://openalex.org/W2125105611","https://openalex.org/W2133235827","https://openalex.org/W2142412278","https://openalex.org/W2149021215","https://openalex.org/W2163145488","https://openalex.org/W2165599843","https://openalex.org/W2532363096","https://openalex.org/W2539222059","https://openalex.org/W2799061466","https://openalex.org/W3040777582","https://openalex.org/W3151922143","https://openalex.org/W4230078923"],"related_works":["https://openalex.org/W2364370872","https://openalex.org/W2053269318","https://openalex.org/W2025614924","https://openalex.org/W2294335174","https://openalex.org/W2097963413","https://openalex.org/W1591475660","https://openalex.org/W2001275470","https://openalex.org/W3146360815","https://openalex.org/W3145575561","https://openalex.org/W2164162849"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
