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 Ph.DNGUYEN LE TOAN NHAT LINH

Ph.D. 2018

Lecturer

nguyenletoannhatlinh@tdtu.edu.vn

A. Education and professional activities

1. Education and degrees

  • 2014 – 2018: Ph.D, Applied Mathematics and Fuzzy Modeling, University of Ostrava, Czech Republic
  • 2010 – 2012: M.Sc, Mathematical Analysis, Ho Chi Minh City University of Pedagogy, Vietnam
  • 2006 – 2010: BS, Pedagogy of Mathematics, Can Tho University, Vietnam.

 

2. Professional activities

  • 2014 – now: Lecturer, Ton Duc Thang University
  • 2018 – 2021: Junior Researcher, Institute for Research and Applications of Fuzzy Modelling, University of Ostrava

3. Research interests

      Fuzzy modeling, time series analysis, fuzzy (partial) differential equations, numerical methods to differential equations.

6. Member of research projects

3. AI-Met4AI: Centre for Research and Development of Artificial Intelligence Methods in the Automotive Industry of the Region (2018 – 2022, Project OP VVV: No. CZ.02.1.01/0.0/0.0/17_049/0008414)

2. New Approaches to Modeling Financial Time Series Using Soft-Computing (2018 – 2020, Grant GACR No. 18-13951S)

1. Robust numerical schemes for valuation of selected options under various market conditions (2018, Grant GA CR No. 16-09541S)

 

B. Publications

1. Papers in international journals

10. Tomaš Tichý, Linh Nguyen, Michal Holčapek, Aleš Kresta, and Hana Dvořáčková. "Quarterly sales analysis using linguistic fuzzy logic with weather data." Expert Systems with Applications (2022): 117345. (SCIE, Q1)

9. Trí Truong, Linh Nguyen, and Baruch Schneider. "On the partial delta differentiability of fuzzy-valued functions via the generalized Hukuhara difference." Computational and Applied Mathematics 40.6 (2021): 1-29. (SCIE, Q1)

8. Michal Holčapek, and Linh Nguyen. "Analysis of autocorrelation function of stochastic processes by F-transform of higher degree." Soft Computing 25.12 (2021): 7707-7730. (SCIE, Q2)

7. Linh Nguyen, Vilém Novák, and Soheyla Mirshahi. "Trend‐cycle Estimation Using Fuzzy Transform and Its Application for Identifying Bull and Bear Phases in Markets." Intelligent Systems in Accounting, Finance and Management 27.3 (2020): 111-124. (ESCI, Q1)

6. Linh Nguyen, Irina Perfilieva, and Michal Holčapek. "Boundary value problem: weak solutions induced by fuzzy partitions." Discrete & Continuous Dynamical Systems-B 25.2 (2020): 715. (SCIE, Q2)

5. Linh Nguyen, Irina Perfilieva, and Michal Holčapek. "F-Transform Inspired Weak Solution to a Boundary Value Problem." Axioms 9.1 (2019): 5. (SCIE, Q3)

4. Linh Nguyen, and Vilém Novák. "Forecasting seasonal time series based on fuzzy techniques." Fuzzy Sets and Systems 361 (2019): 114-129. (SCIE, Q1)

3. Michal Holčapek, and Linh Nguyen. "Trend-cycle estimation using fuzzy transform of higher degree." Iranian Journal of Fuzzy Systems 15.7 (2018): 23-54. (SCIE, Q2)

2. Michal Holčapek, Linh Nguyen, and Tomáš Tichý. "Polynomial alias higher degree fuzzy transform of complex-valued functions." Fuzzy Sets and Systems 342 (2018): 1-31. (SCIE, Q1)

1. Linh Nguyen, Michal Holčapek, and Vilém Novák. "Multivariate fuzzy transform of complex-valued functions determined by monomial basis." Soft Computing 21.13 (2017): 3641-3658. (SCIE, Q2)

2. Papers in conference proceedings

11. Linh Nguyen. "Integrating The Probabilistic Uncertainty to Fuzzy Systems in Fuzzy Natural logic." 2020 12th International Conference on Knowledge and Systems Engineering (KSE). IEEE, 2020.

10. Linh Nguyen, Vilém Novák, and Michal Holčapek. "Gold Price: Trend-Cycle Analysis Using Fuzzy Techniques." International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems. Springer, Cham, 2020.

9. Linh Nguyen, Irina Perfilieva, and Michal Holčapek. "Generalized Fuzzy Partition in Galerkin Method for the Boundary Valued Problem." 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, 2019.

8. Linh Nguyen, and Vilém Novák. " Fuzzy Transform in Time Series Decomposition." International Fuzzy Systems Association World Congress. Springer, Cham, 2019. 417-428.

7. Linh Nguyen, and Michal Holčapek. "A Novel Approach to the Discrete Fuzzy Transform of Higher Degree." International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems. Springer, Cham, 2018.

6. Linh Nguyen, Irina Perfilieva, and Michal Holčapek. "Weak boundary value problem: Fuzzy partition in Galerkin method." Data Science and Knowledge Engineering for Sensing Decision Support: Proceedings of the 13th International FLINS Conference (FLINS 2018). 2018.

5. Linh Nguyen, and Michal Holčapek. "Higher degree fuzzy transform: application to stationary processes and noise reduction." Advances in Fuzzy Logic and Technology 2017. Springer, Cham, 2017. 1-12.

4. Linh Nguyen, and Vilém Novák. "Trend-cycle forecasting based on new fuzzy techniques." 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, 2017.

3. Linh Nguyen, and Vilém Novák. "Prediction of Cyclic Component of Time Series Using Fuzzy Transform." Uncertainty Modelling In Knowledge Engineering And Decision Making-Proceedings Of The 12th International Flins Conference (Flins 2016). Vol. 10. World Scientific, 2016.

2. Michal Holčapek, and Linh Nguyen. "Suppression of high frequencies in time series using fuzzy transform of higher degree." International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems. Springer, Cham, 2016.

1. Linh Nguyen, and Vilém Novák. "Filtering out high frequencies in time series using F-transform with respect to raised cosine generalized uniform fuzzy partition." 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, 2015.

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