All Stories

  1. Offshore oil spill detection based on visual information and deep learning

    Article • Marine Pollution Bulletin, July 2026, Elsevier

    Dr. Lyudmila Sukhostat

  2. Cybersecurity of Industrial Control Systems and the Benefits of AI Application

    Article • International Journal of Critical Infrastructures, January 2026, Inderscience Publishers

    Dr. Lyudmila Sukhostat

  3. DeepMultiMI: An Improved Approach for Ethnicity Classification Based on Face Images Using Deep Learning

    Article • SN Computer Science, December 2025, Springer Science + Business Media

    Dr. Lyudmila Sukhostat

  4. An approach for assessing the functional vulnerabilities criticality of CPS components

    Article • Cyber Security and Applications, December 2025, Elsevier

    Dr. Lyudmila Sukhostat

  5. Human gender classification and age estimation based on gait images using deep learning

    Article • Multimedia Tools and Applications, August 2025, Springer Science + Business Media

    Dr. Lyudmila Sukhostat

  6. Cyber Resilience Issues of Medical Cyber-Physical Systems

    Article • July 2025, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Dr. Lyudmila Sukhostat

  7. Method for quantitative risk assessment of cyber-physical systems based on vulnerability analysis

    Article • Kybernetika, January 2025, Institute of Information Theory and Automation

    Dr. Lyudmila Sukhostat

  8. Neural Networks as an Intellectualization Tool of OLAP Technology

    Article • October 2024, Academy of Cognitive and Natural Sciences

    Dr. Lyudmila Sukhostat

  9. An Approach for Business Email Compromise Detection using NLP and Deep Learning

    Article • September 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Lyudmila Sukhostat

  10. Radon transform based malware classification in cyber-physical system using deep learning

    Article • Results in Control and Optimization, March 2024, Elsevier

    Dr. Lyudmila Sukhostat

  11. IMPROVED PARALLEL BIG DATA CLUSTERING BASED ON K-MEDOIDS AND K-MEANS ALGORITHMS

    Article • Problems of Information Technology, January 2024, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Dr. Lyudmila Sukhostat

  12. Analysis of the Demographic Situation in the Republic of Azerbaijan: Challenges and Opportunities for the Country

    Article • Electronic Government an International Journal, January 2024, Inderscience Publishers

    Dr. Lyudmila Sukhostat

  13. COVID-19: Cybersecurity Issues in Times of Pandemic

    Article • Electronic Government an International Journal, January 2024, Inderscience Publishers

    Dr. Lyudmila Sukhostat

  14. Analysis of the demographic situation in the Republic of Azerbaijan: challenges and opportunities for the country

    Article • Electronic Government an International Journal, January 2024, Inderscience Publishers

    Dr. Lyudmila Sukhostat

  15. COVID-19: cybersecurity issues in times of pandemic

    Article • Electronic Government an International Journal, January 2024, Inderscience Publishers

    Dr. Lyudmila Sukhostat

  16. Proactive computer network monitoring based on homogeneous deep neural ensemble

    Article • Results in Control and Optimization, June 2023, Elsevier

    Dr. Lyudmila Sukhostat

  17. Anomaly Detection in Industrial Control System Based on the Hierarchical Hidden Markov Model

    Article • November 2022, IOS Press

    Dr. Lyudmila Sukhostat

  18. Cybersecurity for Critical Infrastructure Protection via Reflection of Industrial Control Systems

    Article • November 2022, IOS Press

    Dr. Lyudmila Sukhostat

  19. History matching of petroleum reservoirs using deep neural networks

    Article • Intelligent Systems with Applications, November 2022, Elsevier

    Dr. Lyudmila Sukhostat

  20. Anomaly Detection in Cyber-Physical Systems based on BiGRU-VAE

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Lyudmila Sukhostat

  21. Automatic facies detection based on oilfield core images

    Article • Petroleum Science and Technology, July 2022, Taylor & Francis

    Dr. Lyudmila Sukhostat

  22. Application of Extreme Learning Machine to Reservoir Proxy Modeling

    Article • Environmental Modeling & Assessment, June 2022, Springer Science + Business Media

    Dr. Lyudmila Sukhostat

  23. Survey on some security solutions for modern industrial control systems

    Article • Telecommunications, January 2022, Science & Technology

    Dr. Lyudmila Sukhostat

  24. Survey on some security solutions for modern industrial control systems

    Article • Telecommunications, January 2022, Science & Technology

    Dr. Lyudmila Sukhostat

  25. AN INTELLIGENT MODEL BASED ON DEEP TRANSFER LEARNING FOR DETECTING ANOMALIES IN CYBER-PHYSICAL SYSTEMS

    Article • Radio Electronics Computer Science Control, October 2021, Zaporizhzhia National Technical University

    Dr. Lyudmila Sukhostat

  26. Plant disease detection based on a deep model

    Article • Soft Computing, September 2021, Springer Science + Business Media

    Dr. Lyudmila Sukhostat

  27. Hybrid DeepGCL model for cyber-attacks detection on cyber-physical systems

    Article • Neural Computing and Applications, May 2021, Springer Science + Business Media

    Dr. Lyudmila Sukhostat

  28. Parallel batch k-means for Big data clustering

    Article • Computers & Industrial Engineering, February 2021, Elsevier

    Dr. Lyudmila Sukhostat

  29. Weighted consensus clustering and its application to Big data

    Article • Expert Systems with Applications, July 2020, Elsevier

    Dr Ramiz M. Aliguliyev, Dr. Lyudmila Sukhostat

  30. Intelligent diagnosis of petroleum equipment faults using a deep hybrid model

    Article • SN Applied Sciences, April 2020, Springer Science + Business Media

    Dr. Lyudmila Sukhostat

  31. Вопросы защиты персональных данных в киберфизических системах

    Article • November 2019, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Dr. Lyudmila Sukhostat

  32. An efficient algorithm for big data clustering on a single machine

    Article • CAAI Transactions on Intelligence Technology, November 2019, the Institution of Engineering and Technology (the IET)

    Dr Ramiz M. Aliguliyev, Dr. Lyudmila Sukhostat

  33. Consensus Clustering by Weight Optimization of Input Partitions

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ramiz M. Aliguliyev, Dr. Lyudmila Sukhostat

  34. Lithological facies classification using deep convolutional neural network

    Article • Journal of Petroleum Science and Engineering, March 2019, Elsevier

    Dr. Lyudmila Sukhostat

  35. Обнаружение атак на киберфизические системы на основе глубокого обучения

    Article • December 2018, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Dr. Lyudmila Sukhostat

  36. AN IMPROVED ENSEMBLE APPROACH FOR DOS ATTACKS DETECTION

    Article • Radio Electronics Computer Science Control, October 2018, Zaporizhzhia National Technical University

    Dr Ramiz M. Aliguliyev, Dr. Lyudmila Sukhostat

  37. Cyber-physical systems and their security issues

    Article • Computers in Industry, September 2018, Elsevier

    Dr. Lyudmila Sukhostat

  38. Weighted Clustering for Anomaly Detection in Big Data

    Article • Statistics Optimization & Information Computing, June 2018, International Academic Press

    Dr Ramiz M. Aliguliyev, Dr. Lyudmila Sukhostat

  39. Обнаружение DoS атак с применением ансамбля классификаторов

    Article • December 2017, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Dr Ramiz M. Aliguliyev, Dr. Lyudmila Sukhostat

  40. An Anomaly Detection Based on Optimization

    Article • International Journal of Intelligent Systems and Applications, December 2017, MECS Publisher

    Dr. Lyudmila Sukhostat

  41. Anomaly Detection in Big Data based on Clustering

    Article • Statistics Optimization & Information Computing, November 2017, International Academic Press

    Dr Ramiz M. Aliguliyev, Dr. Lyudmila Sukhostat

  42. NETWORK TRAFFIC ANOMALIES DETECTION BASED ON INFORMATIVE FEATURES

    Article • Radio Electronics Computer Science Control, November 2017, Zaporizhzhia National Technical University

    Dr. Lyudmila Sukhostat

  43. Обеспечение информационной безопасности киберфизических систем

    Article • May 2017, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Dr. Lyudmila Sukhostat

  44. ADAPTIVE NOISE REDUCTION METHOD BASED ON EMPIRICAL WAVELET TRANSFORM

    Article • Problems of Information Technology, January 2017, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Dr. Lyudmila Sukhostat

  45. Anomaly detection in network traffic using extreme learning machine

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Lyudmila Sukhostat

  46. DIALECTS RECOGNITION BASED ON ACOUSTIC MODEL

    Article • Problems of Information Technology, July 2016, Institute of Information Technology of Azerbaijan National Academy of Sciences

    Dr. Lyudmila Sukhostat

  47. A Comparative Analysis of Pitch Detection Methods Under the Influence of Different Noise Conditions

    Article • Journal of Voice, July 2015, Elsevier

    Dr. Lyudmila Sukhostat

  48. PITCH PERIOD ESTIMATION METHOD USING EMPIRICAL WAVELET TRANSFORM

    Article • Radio Electronics Computer Science Control, January 2015, Zaporizhzhia National Technical University

    Dr. Lyudmila Sukhostat

  49. An advanced channel compensation method for speaker recognition

    Article • October 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Lyudmila Sukhostat

  50. New feature vector extraction method for speaker recognition

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Lyudmila Sukhostat

  51. A method for cryptographic key generation from fingerprints

    Article • Automatic Control and Computer Sciences, April 2012, Allerton Press

    Dr. Lyudmila Sukhostat

  52. SVM based recognition of Azerbaijani vowels

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Lyudmila Sukhostat