Matskevich Andrey Georgievich

Publications in Math-Net.Ru

1. Deep learning applications for intrusion detection in network traffic
   
   Proceedings of ISP RAS, 35:4 (2023),  65–92
2. A comparison of a machine learning-based intrusion detection system and signature-based systems
   
   Proceedings of ISP RAS, 34:5 (2022),  111–126
3. Methodology for collecting a training dataset for an intrusion detection model
   
   Proceedings of ISP RAS, 33:5 (2021),  83–104
4. Synthesis of a machine learning model for detecting computer attacks based on the CICIDS2017 dataset
   
   Proceedings of ISP RAS, 32:5 (2020),  81–94
5. Declarative knowledge structures in problem-oriented systems of artificial intelligence
   
   Inform. Primen., 8:2 (2014),  122–129
6. Intellectual mechanisms for semantic searching in Internet
   
   Sistemy i Sredstva Inform., 22:2 (2012),  129–145
7. Methods to eliminate uncertainty of lexical-morphological analysis in process of knowledge extraction fromnatural language texts
   
   Sistemy i Sredstva Inform., 21:2 (2011),  97–115
8. The methods and tools of tuning the block of morphological analysis to subject fields
   
   Sistemy i Sredstva Inform., 2009, no. 19,  96–118