FATEMEH SHAKERI - Amirkabir University of Technology

F. Aghamohammadi, F. Shakeri, "The Critical Role of Hyperparameter Tuning in Machine Learning: A Focus on the SVD Method for Matrix Completion", International Journal of Computer Applications, 2025 Jul vol. 187, no. 24, pp.-, 2025.

S. Khormaei Pour, F. Shakeri, "Enhancing low-light color image visibility with hybrid contrast and saturation modification using a saturation-aware map", Journal of Visual Communication and Image Representation, 2025 Jan vol. -, no. 107, , 2025.

Rahim Alizadeh, Shahriar Bijani, F. Shakeri, "Distributed consensus-based estimation of the leading eigenvalue of a non-negative irreducible matrix", Parallel Computing, 2024 Oct vol. , no. 122, , 2024.

F. Aghamohammadi, F. Shakeri, "Self representation based methods for tensor completion problem", Journal of Computational and Applied Mathematics, 2024 Sep vol. , no. 0, , 2024.

S. Khormaei Pour, F. Shakeri, "A modified hue and range preserving color assignment function with a component-wise saturation adjustment for color image enhancement", Signal Processing-Image Communication, 2024 Jul vol. , no. 128, , 2024.

Zahra Gachkooban, Rahim Alizadeh, F. Shakeri, "Enhancing multidimensional scaling through a distributed algorithm", Journal of Supercomputing, 2024 Jun vol. -, no. 0, , 2024.

M. Tavakoli Tameh, F. Shakeri, "A Method of Boundary Equations for Nonlinear Poisson-Boltzmann Equation Arising in Biomolecular Systems", Computational Mathematics and Mathematical Physics, 2024 Jun vol. 64, no. 10, pp.2442-2461, 2024.

M. Tavakoli Tameh, F. Shakeri, "An efficient reformulation of the difference potentials method for interface problems with a jump in the source term", Zeitschrift Fur Angewandte Mathematik Und Physik, 2024 Apr vol. , no. 75, , 2024.

M. Tavakoli Tameh, F. Shakeri, "Difference potentials method for the nonlinear convection-diffusion equation with interfaces", Applied Numerical Mathematics, 2024 Feb vol. , no. 0, , 2024.

M. Tavakoli Tameh, F. Shakeri, "Difference potentials method based on LOD splitting technique for nonlinear convection-diffusion equations with interfaces", Aut Journal of Mathematics and Computing, 2023 Apr vol. 5, no. 1, pp.27-38, 2023.

F. Shakeri, Rahim Alizadeh, "A numerical radius inequality for Hilbert-Schmidt operators", Complex Analysis and Operator Theory, 2023 Jan vol. , no. 0, , 2023.

M. Tavakoli Tameh, F. Shakeri, "High-order numerical method for 2D biharmonic interface problem", International Journal For Numerical Methods In Fluids, 2022 May vol. -, no. 0, , 2022.

H. Tavakolipour, F. Shakeri, "Asymptotics of the eigenvalues for exponentially parameterized pentadiagonal matrices", Numerical Linear Algebra With Applications, 2020 Aug vol. 27, no. 6, , 2020.

F. Abdi, F. Shakeri, "Power iteration and inverse power iteration for eigenvalue complementarity problem", Numerical Linear Algebra With Applications, 2019 Mar vol. 0, no. 0, , 2019.

H. Tavakolipour, F. Shakeri, "On the numerical range in tropical algebra", Linear and Multilinear Algebra, 2018 May vol. 0, no. 0, , 2018.

H. Tavakolipour, F. Shakeri, "On tropical eigenvalues of tridiagonal Toeplitz matrices", Linear Algebra and Its Applications, 2017 Nov vol. , no. 0, , 2017.

F. Abdi, F. Shakeri, "A globally convergent BFGS method for pseudo-monotone variational inequality problems", Optimization Methods and Software, 2017 May vol. 0, no. 0, , 2017.

F. Abdi, F. Shakeri, "A New Descent Method for Symmetric Non-monotone Variational Inequalities with Application to Eigenvalue Complementarity Problems", Journal of Optimization Theory and Applications, 2017 Mar vol. 0, no. 0, , 2017.

F. Shakeri, Rahim Alizadeh, "Nonnegative and eventually positive matrices", Linear Algebra and Its Applications, 2017 Jan vol. , no. 519, pp.19-26, 2017.

Rahim Alizadeh, F. Shakeri, "Linear maps preserving Pareto eigenvalues", Linear and Multilinear Algebra, 2016 Sep vol. 65, no. 5, pp.1053-1061, 2016.

F. Shakeri, M. Dehghan, "A finite volume spectral element method for solving magnetohydrodynamic (MHD) equations", Applied Numerical Mathematics, 2012 Jan vol. 61, no. 61, pp.1-23, 2012.

F. Shakeri, M. Dehghan, "The finite volume spectral element method to solve turing models in the biological pattern formation", Computers and Mathematics With Applications, 2011 Dec vol. 62, no. 62, pp.4322-4336, 2011.

Taught Courses

Course title

Description

Headlines

Date

Special Topics (Introduction to Neural Networks and Deep Learning)

4051

Machine Learning

4051

Data Mining

هدف این درس آموزش مفاهیم و فرایندهای داده کاوی و توانمندسازی دانشجویان در آماده سازی داده، مدل سازی، ارزیابی و تفسیر نتایج به منظور استخر

4042

Deep Learning

این درس با هدف آموزش مبانی نظری و مهارت های عملی طراحی، پیاده سازی و ارزیابی شبکه های عصبی و یادگیری عمیق برای حل مسائل واقعی داده محور ارا

4042

Machine Learning

4041

Special Topics (Introduction to Neural Networks and Deep Learning)

4041

Foundation of Numerical Analysis

4032

Topics in Mathematics & Its Applications

4032