{"id":"https://openalex.org/W4386729097","doi":"https://doi.org/10.1007/978-3-031-42823-4_21","title":"How to\u00a0Boost Machine Learning Network Intrusion Detection Performance with\u00a0Encoding Schemes","display_name":"How to\u00a0Boost Machine Learning Network Intrusion Detection Performance with\u00a0Encoding Schemes","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386729097","doi":"https://doi.org/10.1007/978-3-031-42823-4_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-42823-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-42823-4_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5088536972","display_name":"Marek Pawlicki","orcid":"https://orcid.org/0000-0001-5881-6406"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Marek Pawlicki","raw_affiliation_strings":["Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","ITTI, Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]},{"raw_affiliation_string":"ITTI, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I4210118437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047739580","display_name":"Aleksandra Pawlicka","orcid":"https://orcid.org/0000-0003-4380-014X"},"institutions":[{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Aleksandra Pawlicka","raw_affiliation_strings":["ITTI, Pozna\u0144, Poland","University of Warsaw, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"ITTI, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I4210118437"]},{"raw_affiliation_string":"University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042632349","display_name":"Rafa\u0142 Kozik","orcid":"https://orcid.org/0000-0001-7122-3306"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rafa\u0142 Kozik","raw_affiliation_strings":["Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","ITTI, Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]},{"raw_affiliation_string":"ITTI, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I4210118437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009283476","display_name":"Micha\u0142 Chora\u015b","orcid":"https://orcid.org/0000-0003-1405-9911"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Chora\u015b","raw_affiliation_strings":["Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","ITTI, Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Bydgoszcz University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I686019"]},{"raw_affiliation_string":"ITTI, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I4210118437"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088536972"],"corresponding_institution_ids":["https://openalex.org/I1300393620","https://openalex.org/I4210118437","https://openalex.org/I686019"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.8892,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87495992,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"283","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9994999766349792,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8784520626068115},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.8062386512756348},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.7236633896827698},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.6244033575057983},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5881147384643555},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5752401351928711},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5616576671600342},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.48752328753471375},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.4643433690071106},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35587042570114136},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3295568823814392}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8784520626068115},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.8062386512756348},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.7236633896827698},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.6244033575057983},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5881147384643555},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5752401351928711},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5616576671600342},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.48752328753471375},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.4643433690071106},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35587042570114136},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3295568823814392},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/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:10.1007/978-3-031-42823-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-42823-4_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1965334909","https://openalex.org/W1981552604","https://openalex.org/W1986497098","https://openalex.org/W2058399474","https://openalex.org/W2105670334","https://openalex.org/W2117646649","https://openalex.org/W2121836138","https://openalex.org/W2858044321","https://openalex.org/W2890103762","https://openalex.org/W2911964244","https://openalex.org/W2994866269","https://openalex.org/W3004344782","https://openalex.org/W3011302839","https://openalex.org/W3020873385","https://openalex.org/W3036673316","https://openalex.org/W3043103359","https://openalex.org/W3047132966","https://openalex.org/W3102359135","https://openalex.org/W3104887532","https://openalex.org/W3120695945","https://openalex.org/W3134006961","https://openalex.org/W3176609646","https://openalex.org/W3190805652","https://openalex.org/W3211805421","https://openalex.org/W3214395749","https://openalex.org/W4281693361","https://openalex.org/W4286521379","https://openalex.org/W4321122166","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4386799044","https://openalex.org/W2773208253","https://openalex.org/W2560646951","https://openalex.org/W4297454206","https://openalex.org/W65104662","https://openalex.org/W1871748041","https://openalex.org/W2362286668","https://openalex.org/W4390437797","https://openalex.org/W4312820300","https://openalex.org/W2133389611"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}
