{"id":"https://openalex.org/W2752997271","doi":"https://doi.org/10.1145/3093241.3093271","title":"An Evaluation of Selection Method in the Classification of Scada Datasets Based on the Characteristics of the Data and Priority of Performance","display_name":"An Evaluation of Selection Method in the Classification of Scada Datasets Based on the Characteristics of the Data and Priority of Performance","publication_year":2017,"publication_date":"2017-05-19","ids":{"openalex":"https://openalex.org/W2752997271","doi":"https://doi.org/10.1145/3093241.3093271","mag":"2752997271"},"language":"en","primary_location":{"id":"doi:10.1145/3093241.3093271","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3093241.3093271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Compute and Data Analysis","raw_type":"proceedings-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/A5039485651","display_name":"Jaime Yeckle","orcid":null},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jaime Yeckle","raw_affiliation_strings":["Electrical and Computer Engineering, Mississippi State University, Starkville MS, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Mississippi State University, Starkville MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029272797","display_name":"Sherif Abdelwahed","orcid":"https://orcid.org/0000-0002-6355-4671"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sherif Abdelwahed","raw_affiliation_strings":["Electrical and Computer Engineering, Mississippi State University, Starkville MS, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Mississippi State University, Starkville MS, USA","institution_ids":["https://openalex.org/I99041443"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039485651"],"corresponding_institution_ids":["https://openalex.org/I99041443"],"apc_list":null,"apc_paid":null,"fwci":0.2072,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.56642723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9988999962806702,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8371573686599731},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6844996809959412},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6717759370803833},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6671919226646423},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.6472664475440979},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5950801372528076},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5894622802734375},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5409423112869263},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4942026436328888},{"id":"https://openalex.org/keywords/scada","display_name":"SCADA","score":0.49127691984176636},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4403456449508667},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08261030912399292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8371573686599731},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6844996809959412},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6717759370803833},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6671919226646423},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.6472664475440979},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5950801372528076},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5894622802734375},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5409423112869263},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4942026436328888},{"id":"https://openalex.org/C113863187","wikidata":"https://www.wikidata.org/wiki/Q17498","display_name":"SCADA","level":2,"score":0.49127691984176636},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4403456449508667},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08261030912399292},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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:10.1145/3093241.3093271","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3093241.3093271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Compute and Data Analysis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1530215515","https://openalex.org/W1977555035","https://openalex.org/W2056982969","https://openalex.org/W2081544377","https://openalex.org/W2116065935","https://openalex.org/W2133820140","https://openalex.org/W2149274049","https://openalex.org/W3103913776","https://openalex.org/W4231204664","https://openalex.org/W4231692669","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W3092506759","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W120741642","https://openalex.org/W138569904","https://openalex.org/W2390914021","https://openalex.org/W2389417819"],"abstract_inverted_index":{"Industrial":[0],"control":[1],"systems":[2,26,162,167],"are":[3,27,39,105],"becoming":[4],"more":[5],"complex":[6],"in":[7,76,135],"their":[8],"architecture":[9],"and":[10,12,37,63,74,87,108,126,143],"design,":[11],"consequently":[13],"many":[14,33],"security":[15,166],"concerns":[16],"have":[17],"arisen.":[18],"To":[19],"face":[20],"these":[21,146],"challenges,":[22],"datasets":[23,99,104],"of":[24,35,49,71,85,120,124,129,132,159],"the":[25,47,69,72,77,79,94,118,121,127,130,157,169],"analyzed":[28],"to":[29,58,175],"detect":[30],"intrusions.":[31],"However,":[32],"techniques":[34,84],"preprocessing":[36,61,86],"classifiers":[38],"available":[40,107],"with":[41],"different":[42,101],"approaches,":[43],"which":[44],"makes":[45],"difficult":[46],"selection":[48,125],"suitable":[50],"method.":[51],"This":[52,138],"work":[53,151],"proposes":[54],"a":[55,60,64,113,140,149],"new":[56,122],"approach":[57,80],"choose":[59],"method":[62,95,123],"classification":[65],"algorithm":[66],"based":[67,144],"on":[68,145,164],"characteristics":[70],"dataset":[73],"priority":[75],"performance;":[78],"use":[81,131],"two":[82],"popular":[83],"ten":[88],"machine":[89],"learning":[90],"algorithms.":[91],"We":[92],"evaluate":[93],"using":[96],"three":[97],"real":[98],"from":[100],"domains.":[102],"The":[103,115],"publicly":[106],"can":[109],"be":[110],"used":[111],"as":[112,172],"benchmark.":[114],"results":[116],"show":[117],"feasibility":[119],"effectiveness":[128],"machine-learning":[133],"algorithms":[134],"SCADA":[136],"datasets.":[137],"is":[139],"preliminary":[141],"research":[142],"initial":[147],"results,":[148],"future":[150],"will":[152],"propose":[153],"practical":[154],"implications":[155],"for":[156],"design":[158],"Intrusion":[160],"detection":[161],"(IDS)":[163],"cyber":[165],"considering":[168],"data":[170],"type":[171],"an":[173],"enhancement":[174],"existing":[176],"designs.":[177]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}