{"id":"https://openalex.org/W3126533924","doi":"https://doi.org/10.1088/1742-6596/1757/1/012054","title":"Research on Intrusion Detection Method Based on Pearson Correlation Coefficient Feature Selection Algorithm","display_name":"Research on Intrusion Detection Method Based on Pearson Correlation Coefficient Feature Selection Algorithm","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3126533924","doi":"https://doi.org/10.1088/1742-6596/1757/1/012054","mag":"3126533924"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/1757/1/012054","doi":"https://doi.org/10.1088/1742-6596/1757/1/012054","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1757/1/012054","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1757/1/012054/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1757/1/012054/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088644444","display_name":"Pengtian Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengtian Chen","raw_affiliation_strings":["School of Cyberspace Security, Chengdu University of Information Technology, Chen gdu 610225, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyberspace Security, Chengdu University of Information Technology, Chen gdu 610225, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100325814","display_name":"Fei Li","orcid":"https://orcid.org/0000-0002-3616-7860","observed_orcids":["https://orcid.org/0000-0002-3616-7860"]},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fei Li","raw_affiliation_strings":["School of Cyberspace Security, Chengdu University of Information Technology, Chen gdu 610225, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyberspace Security, Chengdu University of Information Technology, Chen gdu 610225, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046098168","display_name":"Chunwang Wu","orcid":"https://orcid.org/0000-0003-0976-7059","observed_orcids":["https://orcid.org/0000-0003-0976-7059"]},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunwang Wu","raw_affiliation_strings":["School of Cyberspace Security, Chengdu University of Information Technology, Chen gdu 610225, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyberspace Security, Chengdu University of Information Technology, Chen gdu 610225, China","institution_ids":["https://openalex.org/I24201400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100325814"],"corresponding_institution_ids":["https://openalex.org/I24201400"],"apc_list":null,"apc_paid":null,"fwci":7.5165,"has_fulltext":true,"cited_by_count":79,"citation_normalized_percentile":{"value":0.98612989,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":100},"biblio":{"volume":"1757","issue":"1","first_page":"012054","last_page":"012054"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9980000257492065,"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":0.9980000257492065,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.00039999998989515007,"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/intrusion-detection","display_name":"intrusion detection","score":0.9879999756813049},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.8190000057220459},{"id":"https://openalex.org/keywords/pearson-correlation","display_name":"Pearson correlation","score":1.0},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.9879999756813049},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.531000018119812},{"id":"https://openalex.org/keywords/5g","display_name":"5G","score":0.9179999828338623}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.8241001963615417},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7561460733413696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7147616147994995},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6639479398727417},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.6478278040885925},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.5672891736030579},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.547019362449646},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5061549544334412},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.481803834438324},{"id":"https://openalex.org/C55078378","wikidata":"https://www.wikidata.org/wiki/Q1136628","display_name":"Pearson product-moment correlation coefficient","level":2,"score":0.4496210813522339},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.4207095503807068},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.4186367988586426},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32292163372039795},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3226945996284485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29313766956329346},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23022979497909546},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1570768654346466},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1534445881843567},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11694484949111938},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1742-6596/1757/1/012054","doi":"https://doi.org/10.1088/1742-6596/1757/1/012054","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1757/1/012054","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1757/1/012054/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/1757/1/012054","doi":"https://doi.org/10.1088/1742-6596/1757/1/012054","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1757/1/012054","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1757/1/012054/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G6126478901","display_name":null,"funder_award_id":"-YF05-","funder_id":"https://openalex.org/F4320336736","funder_display_name":"Chengdu Science and Technology Program"}],"funders":[{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null},{"id":"https://openalex.org/F4320336736","display_name":"Chengdu Science and Technology Program","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3126533924.pdf","grobid_xml":"https://content.openalex.org/works/W3126533924.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2117646649","https://openalex.org/W2296509296","https://openalex.org/W2334853001","https://openalex.org/W6697252871"],"related_works":["https://openalex.org/W2067224170","https://openalex.org/W4396918546","https://openalex.org/W4323041593","https://openalex.org/W4319309706","https://openalex.org/W3020885045","https://openalex.org/W33196642","https://openalex.org/W2559177823","https://openalex.org/W2920086614","https://openalex.org/W4236270258","https://openalex.org/W4412623979"],"abstract_inverted_index":{"Abstract":[0],"The":[1,12,62],"current":[2],"era":[3,6],"is":[4,19,29],"the":[5,17,22,25,72,100,113,116,120],"of":[7,36,51,66,74,102,115],"big":[8],"data":[9,15,28,53,69,104,117],"and":[10,24,47,110],"5G.":[11],"network":[13,18,26,39],"security":[14,27,52,103],"in":[16],"different":[20],"from":[21],"past,":[23],"growing":[30],"exponentially.":[31],"As":[32],"an":[33,56],"important":[34,57],"line":[35],"defense":[37],"for":[38],"security,":[40],"intrusion":[41,67,75],"detection":[42,68],"technology":[43],"can":[44],"efficiently":[45],"detect":[46],"process":[48],"massive":[49],"amounts":[50],"has":[54],"become":[55],"factor":[58],"restricting":[59],"its":[60],"development.":[61],"feature":[63,82,92],"selection":[64,83],"method":[65],"directly":[70],"affects":[71],"efficiency":[73],"detection.":[76],"Therefore,":[77],"this":[78],"paper":[79],"proposes":[80],"a":[81],"algorithm":[84],"based":[85],"on":[86,94],"pearson":[87],"correlation":[88],"coefficient,":[89],"which":[90,97],"performs":[91],"specification":[93],"many":[95],"features,":[96],"greatly":[98],"reduces":[99,112],"amount":[101],"that":[105],"needs":[106],"to":[107,118],"be":[108],"processed,":[109],"effectively":[111],"dimensionality":[114],"increase":[119],"intrusion.":[121],"Detection":[122],"efficiency.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":28},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2021-02-15T00:00:00"}
