فاطمه شاکری - دانشگاه صنعتی امیرکبیر

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, 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, 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, vol. , no. 122, , 2024.

F. Aghamohammadi, F. Shakeri, "Self representation based methods for tensor completion problem", Journal of Computational and Applied Mathematics, 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, vol. , no. 128, , 2024.

Zahra Gachkooban, Rahim Alizadeh, F. Shakeri, "Enhancing multidimensional scaling through a distributed algorithm", Journal of Supercomputing, 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, 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, vol. , no. 75, , 2024.

M. Tavakoli Tameh, F. Shakeri, "Difference potentials method for the nonlinear convection-diffusion equation with interfaces", Applied Numerical Mathematics, 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, 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, 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, vol. -, no. 0, , 2022.

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

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

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

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

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

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

Rahim Alizadeh, F. Shakeri, "Linear maps preserving Pareto eigenvalues", Linear and Multilinear Algebra, 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, 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, vol. 62, no. 62, pp.4322-4336, 2011.

دروس ارائه شده

عنوان درس

توصیف درس

سرفصل ها

دوره درسی

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