Personalities of MEPhI
NRNU MEPhI National Research Nuclear University MEPhI
  1. Faculty and Staff
  2. Trofimov A.G.
Trofimov A.G.

Trofimov Aleksandr G.

Degree: Candidate of Sciences (PhD) in Technology

Associate Professor

Department of Cybernetics

Associate Professor

Department of Cybernetics

Associate Professor

Центр образовательных программ топ-уровня в области ии института интеллектуальных кибернетических систем НИЯУ МИФИ
  • K-919
  • 9802
Send message Spring 2026. Schedule

Languages

english
spanish
Works at MEPhI since 2008
Work Experience: 17 years

About

http://datalearning.ru
http://lab.datalearning.ru

Courses

1. Data Analysis and Machine Learning (part 1)
2. Introduction to The Theory of Neural Networks
3. Mathematical Statistics
4. Neural Networks
5. Practical Training (Research Work)
6. Research Term Project: Cybernetic Systems Design
7. Statistical Analysis of Time Series

Publication activity

2
h-index (Web of Science)
4
h-index (Scopus)
12
h-index (РИНЦ)

Showing publications for last 3 years

  1. Article
    Web of Science & Scopus
    MambaShield: Selective state-space models for poisoning-resilient sequential modelling // Expert Systems with Applications, 2026 Vol. 308 doi
  2. Article
    Web of Science & Scopus
    Stochastic Multimodal Transformer with Uncertainty Quantification for Robust Network Intrusion Detection // Studies in Computational Intelligence, 2026 Vol. 1241 SCI pp. 428-447 doi
  3. Article
    Web of Science & Scopus
    Transfer Learning Approach Based on Generative Adaptation of Low-Dimensional Latent Representation // Optical Memory and Neural Networks (Information Optics), 2025 Vol. 34, No. Suppl 1, Q3 pp. S148-S157 doi
  4. Article
    Web of Science & Scopus
    Wasserstein GAN-Based Adapter for Deep Neural Networks Merging // Studies in Computational Intelligence, 2025 Vol. 1179 SCI, Q4 pp. 160-170 doi
  5. Article
    Web of Science & Scopus
    Research of COVID-19 infection waves using mathematical models at different levels // BIO Web of Conferences, 2024 Vol. 141 doi
  6. Article
    Web of Science & Scopus
    Improved Robust Adversarial Model against Evasion Attacks on Intrusion Detection Systems // Optical Memory and Neural Networks (Information Optics), 2024 Vol. 33, No. Suppl 3, Q3 pp. S414-S423 doi
  7. Article
    Web of Science & Scopus
    Russian Language Speech Generation from Facial Video Recordings Using Variational Autoencoder // Studies in Computational Intelligence, 2023 Vol. 1120, Q4 pp. 489-498 doi
  8. Article
    Web of Science & Scopus
    On the Similarities Between Denoising Diffusion Models and Autoencoders // Studies in Computational Intelligence, 2023 Vol. 1064 SCI, Q4 pp. 566-574 doi

Showing conferences for last 3 years

Conferences not found

Повышение квалификации

February 12, 2024 — March 21, 2024 The economic thinking of engineers (92 hours) MEPhI

Профессиональная переподготовка

October 14, 2018 — October 10, 2019 Information and communication technologies in education (252 hours) NRNU MEPhI

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