{"id":"https://openalex.org/W2560627542","doi":"https://doi.org/10.3233/978-1-61499-637-8-77","title":"Rough Set Discretization: Equal Frequency Binning, Entropy/MDL and Semi Naives Algorithms of Intrusion Detection System","display_name":"Rough Set Discretization: Equal Frequency Binning, Entropy/MDL and Semi Naives Algorithms of Intrusion Detection System","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2560627542","doi":"https://doi.org/10.3233/978-1-61499-637-8-77","mag":"2560627542"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-637-8-77","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-637-8-77","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","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/A5030741101","display_name":"Sulaiman Noor Suhana","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sulaiman Noor Suhana","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5070379199","display_name":"R. A. Bakar","orcid":"https://orcid.org/0000-0003-0841-5772"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bakar Rohani Abu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.26595522,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"77","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9639000296592712,"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-system","display_name":"Intrusion detection system","score":0.6018698811531067},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.5898815393447876},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5698916912078857},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.49871230125427246},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.4401639699935913},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.43944051861763},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4304000735282898},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41157642006874084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3754774332046509},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31635546684265137},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2546258866786957},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.12316781282424927},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11188915371894836}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6018698811531067},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.5898815393447876},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5698916912078857},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.49871230125427246},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.4401639699935913},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.43944051861763},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4304000735282898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41157642006874084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3754774332046509},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31635546684265137},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2546258866786957},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.12316781282424927},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11188915371894836},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-637-8-77","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-637-8-77","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:2560627542","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/icadiwt/icadiwt2016.html#SulaimanB16a","pdf_url":null,"source":{"id":"https://openalex.org/S4306463470","display_name":"IOS Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"ebook platform"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IOS Press eBooks","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1557923305","https://openalex.org/W1601623348","https://openalex.org/W1884606608","https://openalex.org/W2034998024","https://openalex.org/W2038065607","https://openalex.org/W2039424734","https://openalex.org/W2105925949","https://openalex.org/W2110883665","https://openalex.org/W2351838545","https://openalex.org/W2570343052"],"related_works":["https://openalex.org/W2006251942","https://openalex.org/W2364741597","https://openalex.org/W1492103595","https://openalex.org/W1864774435","https://openalex.org/W946352265","https://openalex.org/W3020787026","https://openalex.org/W2334479858","https://openalex.org/W2133389611","https://openalex.org/W2970690932","https://openalex.org/W2110715801"],"abstract_inverted_index":{"Discretization":[0,17],"of":[1,35,51,55,88,110],"real":[2],"value":[3],"attributes":[4],"is":[5,19,48],"a":[6,49],"vital":[7],"task":[8],"in":[9,13,43,81,96],"data":[10,77,86],"mining,":[11],"particularly":[12],"the":[14,21,25,33,40,62,72],"classification":[15,36],"problem.":[16],"part":[18,23],"also":[20],"crucial":[22],"resulting":[24],"good":[26],"classification.":[27],"Empirical":[28],"results":[29],"have":[30],"shown":[31],"that":[32,91,105],"quality":[34],"methods":[37],"depends":[38],"on":[39],"discretization":[41,47,68,103],"algorithm":[42],"preprocessing":[44],"step.":[45],"Universally,":[46],"process":[50],"searching":[52],"for":[53],"partition":[54],"attribute":[56],"domains":[57],"into":[58],"intervals":[59],"and":[60,115],"unifying":[61],"values":[63],"over":[64],"each":[65],"interval.":[66],"Significant":[67],"technique":[69,104],"suit":[70],"to":[71,79,93],"Intrusion":[73],"Detection":[74],"System":[75],"(IDS)":[76],"need":[78,92],"determine":[80],"IDS":[82,85],"framework,":[83],"since":[84],"consist":[87],"huge":[89],"records":[90],"be":[94,107],"examined":[95],"system.":[97],"There":[98],"are":[99,112],"many":[100],"Rough":[101],"Set":[102],"can":[106],"used,":[108],"among":[109],"them":[111],"Semi":[113],"Naives":[114],"Equal":[116],"Frequency":[117],"Binning.":[118]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
