{"id":"https://openalex.org/W2744601386","doi":"https://doi.org/10.1145/3097766.3097771","title":"A Meta-Analysis Approach for Feature Selection in Network Traffic Research","display_name":"A Meta-Analysis Approach for Feature Selection in Network Traffic Research","publication_year":2017,"publication_date":"2017-08-10","ids":{"openalex":"https://openalex.org/W2744601386","doi":"https://doi.org/10.1145/3097766.3097771","mag":"2744601386"},"language":"en","primary_location":{"id":"doi:10.1145/3097766.3097771","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3097766.3097771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Reproducibility Workshop","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101933941","display_name":"Daniel C. Ferreira","orcid":"https://orcid.org/0000-0001-7406-0872"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Daniel C. Ferreira","raw_affiliation_strings":["TU Wien, Institute of Telecom, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Wien, Institute of Telecom, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061037506","display_name":"F\u00e9lix Iglesias","orcid":"https://orcid.org/0000-0001-6081-969X"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"F\u00e9lix Iglesias V\u00e1zquez","raw_affiliation_strings":["TU Wien, Institute of Telecom, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Wien, Institute of Telecom, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074708561","display_name":"Gernot Vormayr","orcid":"https://orcid.org/0000-0001-5253-1784"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Gernot Vormayr","raw_affiliation_strings":["TU Wien, Institute of Telecom, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Wien, Institute of Telecom, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011090440","display_name":"Maximilian Bachl","orcid":"https://orcid.org/0000-0001-9482-7428"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Maximilian Bachl","raw_affiliation_strings":["TU Wien, Institute of Telecom, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Wien, Institute of Telecom, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015779165","display_name":"Tanja Zseby","orcid":"https://orcid.org/0000-0002-5391-467X"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Tanja Zseby","raw_affiliation_strings":["TU Wien, Institute of Telecom, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Wien, Institute of Telecom, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I145847075"],"apc_list":null,"apc_paid":null,"fwci":1.7995,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.89547967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9991999864578247,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9855999946594238,"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/computer-science","display_name":"Computer science","score":0.7669347524642944},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6399452686309814},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.547808051109314},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5214447379112244},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4562264084815979},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.4533126652240753},{"id":"https://openalex.org/keywords/traffic-classification","display_name":"Traffic classification","score":0.42224568128585815},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3583087921142578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29100191593170166},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17464426159858704},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1414654552936554},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11363250017166138}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7669347524642944},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6399452686309814},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.547808051109314},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5214447379112244},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4562264084815979},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.4533126652240753},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.42224568128585815},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3583087921142578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29100191593170166},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17464426159858704},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1414654552936554},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11363250017166138},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3097766.3097771","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3097766.3097771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Reproducibility Workshop","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321003","display_name":"Vienna Science and Technology Fund","ror":"https://ror.org/01f9mc681"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W71228264","https://openalex.org/W2011628134","https://openalex.org/W2036304152","https://openalex.org/W2076758681","https://openalex.org/W2120948237","https://openalex.org/W2153514008","https://openalex.org/W2268383675"],"related_works":["https://openalex.org/W2349835884","https://openalex.org/W4220688378","https://openalex.org/W3171671300","https://openalex.org/W3045016378","https://openalex.org/W4388533926","https://openalex.org/W2380784125","https://openalex.org/W3004057759","https://openalex.org/W2889085215","https://openalex.org/W2914806737","https://openalex.org/W2989341252"],"abstract_inverted_index":{"The":[0,44],"selection":[1,40],"of":[2,48,58,84,114,128,138,162,178],"features":[3,130],"for":[4,14,38,110,147,152,175],"network":[5,85,115,157,195],"traffic":[6,23,86,116,158,196],"analysis":[7,87,117,197],"and":[8,27,70,102,140,154,172,192],"anomaly":[9],"detection":[10],"is":[11,46,166],"a":[12,108,126,135,145],"challenge":[13],"experts":[15],"who":[16],"aim":[17],"to":[18,90,98,188],"build":[19],"systems":[20],"that":[21,51,131,194],"discover":[22],"patterns,":[24],"characterize":[25],"networks,":[26],"improve":[28],"security.":[29],"There":[30],"are":[31,132],"no":[32],"major":[33],"guidelines":[34],"or":[35,184],"best":[36],"practices":[37],"feature":[39,55],"in":[41,81,104,134,156],"the":[42,67,82,111,122,160,176,189],"field.":[43],"literature":[45],"full":[47],"different":[49],"proposals":[50],"ultimately":[52],"depend":[53],"on":[54],"availability,":[56],"types":[57],"known":[59],"traffic,":[60],"tool":[61],"limitations,":[62],"specific":[63],"goals,":[64],"and,":[65],"fundamentally,":[66],"experts'":[68],"knowledge":[69],"intuition.":[71],"In":[72],"this":[73],"work":[74],"we":[75],"have":[76],"revisited":[77],"71":[78],"principal":[79],"publications":[80,124],"field":[83],"from":[88],"2005":[89],"2017.":[91],"Relevant":[92],"information":[93],"has":[94],"been":[95],"curated":[96],"according":[97],"formalized":[99],"data":[100],"structures":[101],"stored":[103],"JSON":[105],"format,":[106],"creating":[107],"database":[109],"smart":[112],"retrieval":[113],"researches.":[118],"Meta-analysis":[119],"performed":[120],"upon":[121],"explored":[123],"disclosed":[125],"set":[127],"main":[129],"common":[133],"considerable":[136],"volume":[137],"works":[139],"could":[141],"be":[142],"used":[143],"as":[144],"baseline":[146],"future":[148],"research.":[149],"Additionally,":[150],"aiming":[151],"validation":[153],"generalization":[155],"research,":[159],"creation":[161],"such":[163],"meta-analysis":[164],"environments":[165],"highly":[167],"valuable.":[168],"It":[169],"allows":[170],"homogenizing":[171],"joining":[173],"criteria":[174],"design":[177],"experiments,":[179],"thus":[180],"avoiding":[181],"getting":[182],"lost":[183],"becoming":[185],"irrelevant":[186],"due":[187],"high":[190],"complexity":[191],"variability":[193],"involves.":[198]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}