{"id":"https://openalex.org/W2998450079","doi":"https://doi.org/10.1007/978-3-030-22277-2_36","title":"Feature Selection Using a Machine Learning to Classify a Malware","display_name":"Feature Selection Using a Machine Learning to Classify a Malware","publication_year":2019,"publication_date":"2019-12-31","ids":{"openalex":"https://openalex.org/W2998450079","doi":"https://doi.org/10.1007/978-3-030-22277-2_36","mag":"2998450079"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-22277-2_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22277-2_36","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Computer Networks and Cyber Security","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/A5007101385","display_name":"Mouhammd Alkasassbeh","orcid":"https://orcid.org/0000-0001-8396-7441"},"institutions":[{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mouhammd Al-Kasassbeh","raw_affiliation_strings":["King Hussein Faculty of Computing Sciences, Princess Sumaya University for Technology, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"King Hussein Faculty of Computing Sciences, Princess Sumaya University for Technology, Amman, Jordan","institution_ids":["https://openalex.org/I158749337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062062524","display_name":"Safaa Mohammed","orcid":null},"institutions":[{"id":"https://openalex.org/I21173400","display_name":"Mutah University","ror":"https://ror.org/008g9ns82","country_code":"JO","type":"education","lineage":["https://openalex.org/I21173400"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Safaa Mohammed","raw_affiliation_strings":["College of Information Technology, University of Mutah, Mutah, Jordan"],"affiliations":[{"raw_affiliation_string":"College of Information Technology, University of Mutah, Mutah, Jordan","institution_ids":["https://openalex.org/I21173400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051819567","display_name":"Mohammad Alauthman","orcid":"https://orcid.org/0000-0003-0319-1968"},"institutions":[{"id":"https://openalex.org/I153687341","display_name":"Zarqa University","ror":"https://ror.org/01wf1es90","country_code":"JO","type":"education","lineage":["https://openalex.org/I153687341"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Mohammad Alauthman","raw_affiliation_strings":["Department of Computer Science, Zarqa University, Zarqa, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Zarqa University, Zarqa, Jordan","institution_ids":["https://openalex.org/I153687341"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013947060","display_name":"Ammar Almomani","orcid":"https://orcid.org/0000-0002-8808-6114"},"institutions":[{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ammar Almomani","raw_affiliation_strings":["Department Information Technology, Al-Huson University College, Al-Balqa Applied University, Irbid, Jordan"],"affiliations":[{"raw_affiliation_string":"Department Information Technology, Al-Huson University College, Al-Balqa Applied University, Irbid, Jordan","institution_ids":["https://openalex.org/I33926330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051819567"],"corresponding_institution_ids":["https://openalex.org/I153687341"],"apc_list":null,"apc_paid":null,"fwci":12.696,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.99457058,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"889","last_page":"904"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9988999962806702,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9904000163078308,"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/malware","display_name":"Malware","score":0.9394242167472839},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7610539197921753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.737021803855896},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7267601490020752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6362266540527344},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.535237193107605},{"id":"https://openalex.org/keywords/intuition","display_name":"Intuition","score":0.5264490246772766},{"id":"https://openalex.org/keywords/cryptovirology","display_name":"Cryptovirology","score":0.48522424697875977},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.44473952054977417},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.42640042304992676},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4162997305393219},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32565581798553467},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2781275510787964},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14235958456993103}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9394242167472839},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7610539197921753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.737021803855896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7267601490020752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6362266540527344},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.535237193107605},{"id":"https://openalex.org/C132010649","wikidata":"https://www.wikidata.org/wiki/Q189222","display_name":"Intuition","level":2,"score":0.5264490246772766},{"id":"https://openalex.org/C84525096","wikidata":"https://www.wikidata.org/wiki/Q3506050","display_name":"Cryptovirology","level":3,"score":0.48522424697875977},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44473952054977417},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.42640042304992676},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4162997305393219},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32565581798553467},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2781275510787964},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14235958456993103},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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:10.1007/978-3-030-22277-2_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22277-2_36","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Computer Networks and Cyber Security","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":23,"referenced_works":["https://openalex.org/W101596157","https://openalex.org/W1520342491","https://openalex.org/W1558357780","https://openalex.org/W1845054399","https://openalex.org/W2004511978","https://openalex.org/W2046437810","https://openalex.org/W2099312541","https://openalex.org/W2129650357","https://openalex.org/W2141433008","https://openalex.org/W2141577524","https://openalex.org/W2144112223","https://openalex.org/W2156938859","https://openalex.org/W2163900540","https://openalex.org/W2164463255","https://openalex.org/W2165335284","https://openalex.org/W2295755339","https://openalex.org/W2527763677","https://openalex.org/W2597347390","https://openalex.org/W2765921396","https://openalex.org/W2775849634","https://openalex.org/W2962910311","https://openalex.org/W3098640816","https://openalex.org/W4207062214"],"related_works":["https://openalex.org/W4249009605","https://openalex.org/W2900526031","https://openalex.org/W4256304280","https://openalex.org/W2395100307","https://openalex.org/W2909615516","https://openalex.org/W3183826413","https://openalex.org/W4243179955","https://openalex.org/W3205001643","https://openalex.org/W2557742076","https://openalex.org/W2968504645"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}