{"id":"https://openalex.org/W1474599006","doi":null,"title":"The importance of features for statistical anomaly detection","display_name":"The importance of features for statistical anomaly detection","publication_year":2015,"publication_date":"2015-07-06","ids":{"openalex":"https://openalex.org/W1474599006","mag":"1474599006"},"language":"en","primary_location":{"id":"mag:1474599006","doi":null,"is_oa":false,"landing_page_url":"https://www.usenix.org/system/files/conference/hotcloud15/hotcloud15-goldberg.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306418654","display_name":"IEEE International Conference on Cloud Computing Technology and Science","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Cloud Computing Technology and Science","raw_type":null},"volume":null,"type":"conference-paper","indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"David Theo Goldberg","orcid":"https://orcid.org/0000-0001-9935-0411","observed_orcids":["https://orcid.org/0000-0001-9935-0411"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Theo Goldberg","raw_affiliation_strings":["EBAY"],"raw_orcid":"https://orcid.org/0000-0001-9935-0411","affiliations":[{"raw_affiliation_string":"EBAY","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005191608","display_name":"Yinan Shan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yinan Shan","raw_affiliation_strings":["EBAY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EBAY","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3757,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.50885509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"9"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.0003000000142492354,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.00019999999494757503,"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/anomaly-detection","display_name":"anomaly detection","score":0.8889999985694885},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"feature engineering","score":0.8899999856948853},{"id":"https://openalex.org/keywords/statistical-anomaly-detection","display_name":"statistical anomaly detection","score":0.8859999775886536},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.75},{"id":"https://openalex.org/keywords/online-fraud-detection","display_name":"online fraud detection","score":0.6990000009536743},{"id":"https://openalex.org/keywords/e-commerce-fraud","display_name":"e-commerce fraud","score":0.6240000128746033},{"id":"https://openalex.org/keywords/ebay","display_name":"eBay","score":0.7490000128746033}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8663673400878906},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.7829047441482544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6239758133888245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4472827613353729},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41514891386032104},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33633190393447876},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06718149781227112},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:1474599006","doi":null,"is_oa":false,"landing_page_url":"https://www.usenix.org/system/files/conference/hotcloud15/hotcloud15-goldberg.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306418654","display_name":"IEEE International Conference on Cloud Computing Technology and Science","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Cloud Computing Technology and Science","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1442292319","https://openalex.org/W2044102377","https://openalex.org/W2110784166","https://openalex.org/W2122646361"],"related_works":["https://openalex.org/W2101147908","https://openalex.org/W4245906277","https://openalex.org/W7099608818","https://openalex.org/W4294242510","https://openalex.org/W2350338839","https://openalex.org/W2155255700","https://openalex.org/W4250760634","https://openalex.org/W4388246911","https://openalex.org/W2118846948","https://openalex.org/W7095666487"],"abstract_inverted_index":{"The":[0],"theme":[1],"of":[2,49,60],"this":[3,55],"paper":[4],"is":[5,44],"that":[6,26],"anomaly":[7,35,61],"detection":[8,36],"splits":[9],"into":[10,22],"two":[11,57],"parts:":[12],"developing":[13],"the":[14,30,39,47,50],"right":[15],"features,":[16],"and":[17],"then":[18],"feeding":[19],"these":[20],"features":[21],"a":[23],"statistical":[24],"system":[25],"detects":[27],"anomalies":[28],"in":[29,63],"features.":[31],"Most":[32],"literature":[33],"on":[34,38],"focuses":[37],"second":[40],"part.":[41,52],"Our":[42],"goal":[43],"to":[45],"illustrate":[46],"importance":[48],"first":[51],"We":[53],"do":[54],"with":[56],"real-life":[58],"examples":[59],"detectors":[62],"use":[64],"at":[65],"eBay.":[66]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
