Muhammad Zakwan

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 30

Top Topics

Piecewise Constant

Robust Classification

Top Venues

IEEE Control. Syst. Lett.

Publications

Muhammad Zakwan, Liang Xu, Giancarlo Ferrari-Trecate
Neural Exponential Stabilization of Control-affine Nonlinear Systems. CoRR (2024)
Muhammad Zakwan, Giancarlo Ferrari-Trecate
Neural Distributed Controllers with Port-Hamiltonian Structures. CoRR (2024)
Mamoona Humayun, Noshina Tariq, Majed Alfayad, Muhammad Zakwan, Ghadah Alwakid, Mohammed Assiri
Securing the Internet of Things in Artificial Intelligence Era: A Comprehensive Survey. IEEE Access 12 (2024)
Loris Di Natale, Muhammad Zakwan, Bratislav Svetozarevic, Philipp Heer, Giancarlo Ferrari-Trecate, Colin N. Jones
Stable Linear Subspace Identification: A Machine Learning Approach. ECC (2024)
Syeda Mahrukh Zainab, Khurram Khan, Adnan Fazil, Muhammad Zakwan
Foreign Object Debris (FOD) Classification Through Material Recognition Using Deep Convolutional Neural Network With Focus on Metal. IEEE Access 11 (2023)
Loris Di Natale, Muhammad Zakwan, Bratislav Svetozarevic, Philipp Heer, Giancarlo Ferrari-Trecate, Colin N. Jones
Stable Linear Subspace Identification: A Machine Learning Approach. CoRR (2023)
Loris Di Natale, Muhammad Zakwan, Philipp Heer, Giancarlo Ferrari-Trecate, Colin N. Jones
SIMBa: System Identification Methods leveraging Backpropagation. CoRR (2023)
Muhammad Ibraheem Siddiqui, Khurram Khan, Adnan Fazil, Muhammad Zakwan
Snapshot ensemble-based residual network (SnapEnsemResNet) for remote sensing image scene classification. GeoInformatica 27 (2) (2023)
Muhammad Zakwan, Liang Xu, Giancarlo Ferrari-Trecate
Robust Classification Using Contractive Hamiltonian Neural ODEs. IEEE Control. Syst. Lett. 7 (2023)
Muhammad Zakwan, Massimiliano D'Angelo, Giancarlo Ferrari-Trecate
Universal Approximation Property of Hamiltonian Deep Neural Networks. CoRR (2023)
Muhammad Waqas, Muhammad Ashraf, Muhammad Zakwan
Modulation Classification Through Deep Learning Using Resolution Transformed Spectrograms. CoRR (2023)
Muhammad Zakwan, Massimiliano D'Angelo, Giancarlo Ferrari-Trecate
Universal Approximation Property of Hamiltonian Deep Neural Networks. IEEE Control. Syst. Lett. 7 (2023)
Muhammad Zakwan, Liang Xu, Giancarlo Ferrari-Trecate
On Robust Classification using Contractive Hamiltonian Neural ODEs. CoRR (2022)
Muhammad Zakwan, Loris Di Natale, Bratislav Svetozarevic, Philipp Heer, Colin N. Jones, Giancarlo Ferrari-Trecate
Physically Consistent Neural ODEs for Learning Multi-Physics Systems. CoRR (2022)
Liang Xu, Muhammad Zakwan, Giancarlo Ferrari-Trecate
Neural Energy Casimir Control for Port-Hamiltonian Systems. CDC (2022)
Adnan Fazil, Aamir Hasan, Bahman R. Alyaie, Khurram Khan, Muhammad Zakwan
A proactive Medium Access Control (MAC) for finite-sized machine-to-machine (M2M) communication networks. Comput. Electr. Eng. 102 (2022)
Mobeen Ur Rehman, Suhail Akhtar, Muhammad Zakwan, Muhammad Habib Mahmood
Novel architecture with selected feature vector for effective classification of mitotic and non-mitotic cells in breast cancer histology images. Biomed. Signal Process. Control. 71 (Part) (2022)
Luca Furieri, Clara Lucía Galimberti, Muhammad Zakwan, Giancarlo Ferrari-Trecate
Distributed Neural Network Control with Dependability Guarantees: a Compositional Port-Hamiltonian Approach. L4DC (2022)
Muhammad Ibraheem Siddiqui, Adnan Hanif, Muhammad Zakwan, Milos Doroslovacki
A Robust Feature-Based Approach for Recognition of Line Coding Schemes. IEEE Access 10 (2022)
Muhammad Zakwan
Stability Analysis and State-Feedback Stabilization of LPV Time-Delay Systems with Piecewise Constant Parameters subject to Spontaneous Poissonian Jumps. CoRR (2021)
Liang Xu, Muhammad Zakwan, Giancarlo Ferrari-Trecate
Neural Energy Casimir Control. CoRR (2021)
Luca Furieri, Clara Lucía Galimberti, Muhammad Zakwan, Giancarlo Ferrari-Trecate
Distributed neural network control with dependability guarantees: a compositional port-Hamiltonian approach. CoRR (2021)
Muhammad Zakwan, Saeed Ahmed
Distributed output feedback control of decomposable LPV systems with delay and switching topology: application to consensus problem in multi-agent systems. Int. J. Control 94 (9) (2021)
Khurram Khan, Abid Imran, Hafiz Zia Ur Rehman, Adnan Fazil, Muhammad Zakwan, Zahid Mahmood
Performance enhancement method for multiple license plate recognition in challenging environments. EURASIP J. Image Video Process. 2021 (1) (2021)
Muhammad Zakwan
Output Feedback Stabilization of LPV Systems With Piecewise Constant Parameters Subject to Spontaneous Poissonian Jumps. IEEE Control. Syst. Lett. 4 (2) (2020)
Muhammad Zakwan, Saeed Ahmed
Dwell-time based stability analysis and L2 control of LPV systems with piecewise constant parameters and delay. Syst. Control. Lett. 145 (2020)
Muhammad Zakwan, Saeed Ahmed
On Output Feedback Stabilization of Time-Varying Decomposable Systems with Switching Topology and Delay. CoRR (2020)
Muhammad Zakwan, Saeed Ahmed
Dwell-Time Based Stability Analysis L2 Control of LPV Systems with Piecewise Constant Parameters and Delay. CoRR (2020)
Muhammad Zakwan, Saeed Ahmed
Distributed Output Feedback Control of Decomposable LPV Systems with Delay: Application to Multi-agent Nonholonomic Systems. ECC (2019)
Muhammad Zakwan, Mustafa Mert Bayer, Muhammad Sohail Anwar, Ulas Sabahattin Gokay, Ali Serpenguzel
Mid-infrared elastic scattering from germanium microspheres. ICTON (2016)