All Stories

  1. Centroid-based clustering validity: method and application to quantification of optimal cluster-data space

    Article • Soft Computing, July 2024, Springer Science + Business Media

    Sy Dzung Nguyen

  2. Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition

    Article • Expert Systems with Applications, November 2023, Elsevier

    Dr. Duc Ngoc Minh Dang, Sy Dzung Nguyen

  3. Speech emotion recognition using overlapping sliding window and Shapley additive explainable deep neural network

    Article • Journal of Information and Telecommunication, March 2023, Taylor & Francis

    Dr. Duc Ngoc Minh Dang, Sy Dzung Nguyen

  4. Fruit-CoV: An efficient vision-based framework for speedy detection and diagnosis of SARS-CoV-2 infections through recorded cough sounds

    Article • Expert Systems with Applications, March 2023, Elsevier

    Sy Dzung Nguyen

  5. SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings

    Article • February 2023, ACM (Association for Computing Machinery)

    Dr. Duc Ngoc Minh Dang, Sy Dzung Nguyen

  6. Bearing Fault Diagnosis Based on Measured Data Online Processing, Domain Fusion, and ANFIS

    Article • Computation, September 2022, MDPI AG

    Sy Dzung Nguyen

  7. Determination of the Optimal Number of Clusters: A Fuzzy-Set Based Method

    Article • IEEE Transactions on Fuzzy Systems, September 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Sy Dzung Nguyen

  8. SD-TCSs Control Deriving from Fractional-order Sliding Mode and Fuzzy-compensator

    Article • International Journal of Control Automation and Systems, April 2022, Springer Science + Business Media

    Sy Dzung Nguyen

  9. Fault diagnosis of rolling bearings using singular spectrum analysis and artificial neural networks

    Article • Vietnam Journal of Mechanics, June 2021, Publishing House for Science and Technology, Vietnam Academy of Science and Technology

    Sy Dzung Nguyen

  10. Bearing Fault Online Identification Based on ANFIS

    Article • International Journal of Control Automation and Systems, January 2021, Springer Science + Business Media

    Sy Dzung Nguyen

  11. Smart dampers-based vibration control – Part 1: Measurement data processing

    Article • Mechanical Systems and Signal Processing, November 2020, Elsevier

    Sy Dzung Nguyen

  12. Algorithm for Estimating Online Bearing Fault Upon the Ability to Extract Meaningful Information From Big Data of Intelligent Structures

    Article • IEEE Industrial Electronics Magazine, May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Sy Dzung Nguyen

  13. A fuzzy-based dynamic inversion controller with application to vibration control of vehicle suspension system subjected to uncertainties

    Article • Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering, May 2018, SAGE Publications

    Sy Dzung Nguyen

  14. A new fuzzy-disturbance observer-enhanced sliding controller for vibration control of a train-car suspension with magneto-rheological dampers

    Article • Mechanical Systems and Signal Processing, May 2018, Elsevier

    Sy Dzung Nguyen

  15. Recurrent Mechanism and Impulse Noise Filter for Establishing ANFIS

    Article • IEEE Transactions on Fuzzy Systems, April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Sy Dzung Nguyen

  16. Adaptive fuzzy sliding control enhanced by compensation for explicitly unidentified aspects

    Article • International Journal of Control Automation and Systems, October 2017, Springer Science + Business Media

    Sy Dzung Nguyen

  17. Nonlinear adaptive control based on fuzzy sliding mode technique and fuzzy-based compensator

    Article • ISA Transactions, September 2017, Elsevier

    Sy Dzung Nguyen

  18. Designing optimal fuzzy-compensator-enhanced sliding controller for train-car semi-active suspensions

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Sy Dzung Nguyen

  19. Novel fuzzy sliding controller for MRD suspensions subjected to uncertainty and disturbance

    Article • Engineering Applications of Artificial Intelligence, May 2017, Elsevier

    Prof. Nguyen-Thoi Trung, Sy Dzung Nguyen

  20. ANFIS deriving from jointed input-output data space and applying in smart-damper identification

    Article • Applied Soft Computing, April 2017, Elsevier

    Sy Dzung Nguyen

  21. A new fuzzy sliding mode controller for vibration control systems using integrated-structure smart dampers

    Article • Smart Materials and Structures, March 2017, Institute of Physics Publishing

    Sy Dzung Nguyen

  22. A Robust Vibration Control of a Magnetorheological Damper Based Railway Suspension Using a Novel Adaptive Type 2 Fuzzy Sliding Mode Controller

    Article • Shock and Vibration, January 2017, Hindawi Publishing Corporation

    Sy Dzung Nguyen, Sy Dzung Nguyen

  23. Establishing ANFIS and the use for predicting sliding control of active railway suspension systems subjected to uncertainties and disturbances

    Article • International Journal of Machine Learning and Cybernetics, October 2016, Springer Science + Business Media

    Sy Dzung Nguyen

  24. Design of a new adaptive neuro-fuzzy inference system based on a solution for clustering in a data potential field

    Article • Fuzzy Sets and Systems, November 2015, Elsevier

    Sy Dzung Nguyen

  25. Design of active suspension controller for train cars based on sliding mode control, uncertainty observer and neuro-fuzzy system

    Article • Journal of Vibration and Control, July 2015, SAGE Publications

    Sy Dzung Nguyen, Sy Dzung Nguyen

  26. A hybrid clustering based fuzzy structure for vibration control – Part 2: An application to semi-active vehicle seat-suspension system

    Article • Mechanical Systems and Signal Processing, May 2015, Elsevier

    Sy Dzung Nguyen

  27. Hybrid clustering based fuzzy structure for vibration control – Part 1: A novel algorithm for building neuro-fuzzy system

    Article • Mechanical Systems and Signal Processing, January 2015, Elsevier

    Sy Dzung Nguyen

  28. An optimal design of interval type-2 fuzzy logic system with various experiments including magnetorheological fluid damper

    Article • Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science, April 2014, SAGE Publications

    Sy Dzung Nguyen

  29. A structure damage detection method based on wavelet analysis and type-2 fuzzy logic system

    Article • March 2014, SPIE

    Sy Dzung Nguyen

  30. A new method for beam-damage-diagnosis using adaptive fuzzy neural structure and wavelet analysis

    Article • Mechanical Systems and Signal Processing, August 2013, Elsevier

    Sy Dzung Nguyen

  31. A novel minimum–maximum data-clustering algorithm for vibration control of a semi-active vehicle suspension system

    Article • Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering, July 2013, SAGE Publications

    Sy Dzung Nguyen

  32. A new neuro-fuzzy training algorithm for identifying dynamic characteristics of smart dampers

    Article • Smart Materials and Structures, July 2012, Institute of Physics Publishing

    Sy Dzung Nguyen