{"id":"https://openalex.org/W2969730382","doi":"https://doi.org/10.1007/978-3-030-29516-5_45","title":"Impact of the Structure of Data Pre-processing Pipelines on the Performance of Classifiers When Applied to Imbalanced Network Intrusion Detection System Dataset","display_name":"Impact of the Structure of Data Pre-processing Pipelines on the Performance of Classifiers When Applied to Imbalanced Network Intrusion Detection System Dataset","publication_year":2019,"publication_date":"2019-08-23","ids":{"openalex":"https://openalex.org/W2969730382","doi":"https://doi.org/10.1007/978-3-030-29516-5_45","mag":"2969730382"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-29516-5_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-29516-5_45","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5010763117","display_name":"Intisar Al-Mandhari","orcid":null},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"I. Al-Mandhari","raw_affiliation_strings":["Department of Computer Science, Loughborough University, Loughborough, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Loughborough University, Loughborough, UK","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074231405","display_name":"Lin Guan","orcid":"https://orcid.org/0000-0003-4781-7168"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"L. Guan","raw_affiliation_strings":["Department of Computer Science, Loughborough University, Loughborough, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Loughborough University, Loughborough, UK","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027935136","display_name":"Eran A. Edirisinghe","orcid":"https://orcid.org/0000-0002-7570-3670"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"E. A. Edirisinghe","raw_affiliation_strings":["Department of Computer Science, Loughborough University, Loughborough, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Loughborough University, Loughborough, UK","institution_ids":["https://openalex.org/I143804889"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010763117"],"corresponding_institution_ids":["https://openalex.org/I143804889"],"apc_list":null,"apc_paid":null,"fwci":0.4549,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61568091,"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":"577","last_page":"589"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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":0.9998000264167786,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9997000098228455,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9979000091552734,"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":0.8140290975570679},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.772068977355957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.749841570854187},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7453344464302063},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.6392389535903931},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.563206672668457},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5074705481529236},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5026371479034424},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49145710468292236},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4331591725349426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8140290975570679},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.772068977355957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.749841570854187},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7453344464302063},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.6392389535903931},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.563206672668457},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5074705481529236},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5026371479034424},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49145710468292236},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4331591725349426},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-29516-5_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-29516-5_45","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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":32,"referenced_works":["https://openalex.org/W184658844","https://openalex.org/W1563938718","https://openalex.org/W1895692432","https://openalex.org/W1956968176","https://openalex.org/W1962980066","https://openalex.org/W1981813580","https://openalex.org/W1985987493","https://openalex.org/W1986515506","https://openalex.org/W2006488700","https://openalex.org/W2023061740","https://openalex.org/W2023183139","https://openalex.org/W2023450550","https://openalex.org/W2038464048","https://openalex.org/W2058732827","https://openalex.org/W2067205732","https://openalex.org/W2076491552","https://openalex.org/W2090239801","https://openalex.org/W2096945460","https://openalex.org/W2119191234","https://openalex.org/W2138776277","https://openalex.org/W2148102854","https://openalex.org/W2154706222","https://openalex.org/W2164330572","https://openalex.org/W2527962936","https://openalex.org/W2536062280","https://openalex.org/W2561675875","https://openalex.org/W2587761589","https://openalex.org/W2905984885","https://openalex.org/W2914484425","https://openalex.org/W4212962367","https://openalex.org/W4230683138","https://openalex.org/W6673517811"],"related_works":["https://openalex.org/W2983547987","https://openalex.org/W3197858531","https://openalex.org/W1563002973","https://openalex.org/W2612076364","https://openalex.org/W2900092785","https://openalex.org/W2979641612","https://openalex.org/W2497285991","https://openalex.org/W2185093496","https://openalex.org/W2172611079","https://openalex.org/W3198395019","https://openalex.org/W2247626822","https://openalex.org/W2510013200","https://openalex.org/W2472223596","https://openalex.org/W2610381844","https://openalex.org/W3005040103","https://openalex.org/W2362410905","https://openalex.org/W3152767221","https://openalex.org/W2578872801","https://openalex.org/W2801851070","https://openalex.org/W3114726926"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}