{"id":"https://openalex.org/W3004951597","doi":"https://doi.org/10.1007/978-3-030-38788-4_4","title":"Machine Learning and Big Data Processing for Cybersecurity Data Analysis","display_name":"Machine Learning and Big Data Processing for Cybersecurity Data Analysis","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3004951597","doi":"https://doi.org/10.1007/978-3-030-38788-4_4","mag":"3004951597"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-38788-4_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-38788-4_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210212400","display_name":"Intelligent systems reference library","issn_l":"1868-4394","issn":["1868-4394","1868-4408"],"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":"Intelligent Systems Reference Library","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/A5033986640","display_name":"Igor Kotenko","orcid":"https://orcid.org/0000-0001-6859-7120"},"institutions":[{"id":"https://openalex.org/I4210103826","display_name":"St. Petersburg Institute for Informatics and Automation","ror":"https://ror.org/01ccb9w37","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210097085","https://openalex.org/I4210103826"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Igor Kotenko","raw_affiliation_strings":["St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210103826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091857773","display_name":"Igor Saenko","orcid":"https://orcid.org/0000-0002-9051-5272"},"institutions":[{"id":"https://openalex.org/I4210103826","display_name":"St. Petersburg Institute for Informatics and Automation","ror":"https://ror.org/01ccb9w37","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210097085","https://openalex.org/I4210103826"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Igor Saenko","raw_affiliation_strings":["St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210103826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081092284","display_name":"Alexander Branitskiy","orcid":"https://orcid.org/0000-0003-3104-0622"},"institutions":[{"id":"https://openalex.org/I4210103826","display_name":"St. Petersburg Institute for Informatics and Automation","ror":"https://ror.org/01ccb9w37","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210097085","https://openalex.org/I4210103826"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexander Branitskiy","raw_affiliation_strings":["St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210103826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033986640"],"corresponding_institution_ids":["https://openalex.org/I4210103826"],"apc_list":null,"apc_paid":null,"fwci":7.4538,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.97478716,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9973000288009644,"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":0.9914000034332275,"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":0.7693971395492554},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5860040187835693},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.5351923704147339},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.528431236743927},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5236303806304932},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5049322247505188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47690558433532715},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46149811148643494},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4246065318584442},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.42220309376716614},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3998171389102936},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37470513582229614}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7693971395492554},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5860040187835693},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.5351923704147339},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.528431236743927},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5236303806304932},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5049322247505188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47690558433532715},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46149811148643494},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4246065318584442},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.42220309376716614},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3998171389102936},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37470513582229614}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-38788-4_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-38788-4_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210212400","display_name":"Intelligent systems reference library","issn_l":"1868-4394","issn":["1868-4394","1868-4408"],"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":"Intelligent Systems Reference Library","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6200000047683716,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W81419089","https://openalex.org/W98305679","https://openalex.org/W180242331","https://openalex.org/W252348335","https://openalex.org/W1492810482","https://openalex.org/W1963669090","https://openalex.org/W1987111416","https://openalex.org/W1994655805","https://openalex.org/W2077278164","https://openalex.org/W2102041666","https://openalex.org/W2105136475","https://openalex.org/W2119821739","https://openalex.org/W2131799137","https://openalex.org/W2240142285","https://openalex.org/W2308884720","https://openalex.org/W2394553859","https://openalex.org/W2484385583","https://openalex.org/W2523429068","https://openalex.org/W2607807122","https://openalex.org/W2743555903","https://openalex.org/W2751060233","https://openalex.org/W2784367396","https://openalex.org/W2789828921","https://openalex.org/W2799758613","https://openalex.org/W2806048627","https://openalex.org/W2891320734","https://openalex.org/W2893043239","https://openalex.org/W2900470974","https://openalex.org/W2901263649","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2921354358","https://openalex.org/W2924940446","https://openalex.org/W2962829655","https://openalex.org/W2963535602","https://openalex.org/W3039202413","https://openalex.org/W3122864121","https://openalex.org/W3145506661"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W1975632186","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W3033216196"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
