{"id":"https://openalex.org/W3135293455","doi":"https://doi.org/10.1007/978-3-030-70866-5_4","title":"Improving Android Malware Detection Through Dimensionality Reduction Techniques","display_name":"Improving Android Malware Detection Through Dimensionality Reduction Techniques","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3135293455","doi":"https://doi.org/10.1007/978-3-030-70866-5_4","mag":"3135293455"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-70866-5_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70866-5_4","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/A5021663825","display_name":"Vasileios Kouliaridis","orcid":"https://orcid.org/0000-0002-4233-5998"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Vasileios Kouliaridis","raw_affiliation_strings":["Department of Information and Communication Systems Engineering, University of the Aegean, Aegean, Greece"],"raw_orcid":"https://orcid.org/0000-0002-4233-5998","affiliations":[{"raw_affiliation_string":"Department of Information and Communication Systems Engineering, University of the Aegean, Aegean, Greece","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021476808","display_name":"Nektaria Potha","orcid":null},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nektaria Potha","raw_affiliation_strings":["Department of Information and Communication Systems Engineering, University of the Aegean, Aegean, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Systems Engineering, University of the Aegean, Aegean, Greece","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047345306","display_name":"Georgios Kambourakis","orcid":"https://orcid.org/0000-0001-6348-5031"},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Georgios Kambourakis","raw_affiliation_strings":["Joint Research Centre, European Union, 21027, Ispra, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6348-5031","affiliations":[{"raw_affiliation_string":"Joint Research Centre, European Union, 21027, Ispra, Italy","institution_ids":["https://openalex.org/I4210118689"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021663825"],"corresponding_institution_ids":["https://openalex.org/I98805295"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.883,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.98067393,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"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":1.0,"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":0.9955999851226807,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9675999879837036,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.871475338935852},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8563613891601562},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7004083395004272},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5934795141220093},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.5142988562583923},{"id":"https://openalex.org/keywords/mobile-malware","display_name":"Mobile malware","score":0.4992258548736572},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4887218475341797},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.46992695331573486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4643993675708771},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.45377686619758606},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44209402799606323},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4143570065498352},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18200460076332092},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09367626905441284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.871475338935852},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8563613891601562},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7004083395004272},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5934795141220093},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.5142988562583923},{"id":"https://openalex.org/C2780967490","wikidata":"https://www.wikidata.org/wiki/Q1291200","display_name":"Mobile malware","level":3,"score":0.4992258548736572},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4887218475341797},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.46992695331573486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4643993675708771},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.45377686619758606},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44209402799606323},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4143570065498352},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18200460076332092},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09367626905441284},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-70866-5_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70866-5_4","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1991063527","https://openalex.org/W2037026906","https://openalex.org/W2059362629","https://openalex.org/W2099617028","https://openalex.org/W2115622455","https://openalex.org/W2122672392","https://openalex.org/W2125011234","https://openalex.org/W2147152072","https://openalex.org/W2158698691","https://openalex.org/W2291014553","https://openalex.org/W2407313496","https://openalex.org/W2591102410","https://openalex.org/W2600659481","https://openalex.org/W2612123163","https://openalex.org/W2745604838","https://openalex.org/W2770445302","https://openalex.org/W2782729947","https://openalex.org/W2784097977","https://openalex.org/W2892101117","https://openalex.org/W2898258005","https://openalex.org/W2952119832","https://openalex.org/W3038275207"],"related_works":["https://openalex.org/W2538622067","https://openalex.org/W4312334973","https://openalex.org/W1963923654","https://openalex.org/W2181494682","https://openalex.org/W1995622179","https://openalex.org/W2484248966","https://openalex.org/W3114159050","https://openalex.org/W2717179875","https://openalex.org/W4249118297","https://openalex.org/W1974604873"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
