Muhammad Junaid Ali

According to our database, Muhammad Junaid Ali authored at least 15 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Evolutionary Neural Architecture Search for 2D and 3D Medical Image Classification.

Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar

Proceedings of the Computational Science - ICCS 2024, 2024

Robust Neural Architecture Search Using Differential Evolution for Medical Images.

Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar

Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

2023

Large Scale Fish Images Classification and Localization using Transfer Learning and Localization Aware CNN Architecture.

Usman Ahmad, Muhammad Junaid Ali, Faizan Ahmed Khan, Arfat Ahmad Khan, Arif Ur Rehman, Malik Muhammad Ali Shahid, Mohd Anul Haq, Ilyas Khan, Zamil S. Alzamil, Ahmed Alhussen

Comput. Syst. Sci. Eng., 2023

Designing Convolutional Neural Networks using Surrogate assisted Genetic Algorithm for Medical Image Classification.

Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Multi-task learning architecture for brain tumor detection and segmentation in MRI images.

Maria Nazir, Muhammad Junaid Ali, Zahid Tufail, Ahmad Raza Shahid, Basit Raza, Sadia Shakil, Khurram Khurshid

J. Electronic Imaging, 2022

Designing Attention Based Convolutional Neural Network (CNN) Architectures for Medical Image Classification Using Genetic Algorithm Based on Variable Length-Encoding Scheme.

Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar

Proceedings of the Artificial Evolution, 2022

2021

Multi-level Kronecker Convolutional Neural Network (ML-KCNN) for Glioma Segmentation from Multi-modal MRI Volumetric Data.

Muhammad Junaid Ali, Basit Raza, Ahmad Raza Shahid

J. Digit. Imaging, 2021

Multi-level dilated convolutional neural network for brain tumour segmentation and multi-view-based radiomics for overall survival prediction.

Asra Rafi, Tahir Mustafa Madni, Uzair Iqbal Janjua, Muhammad Junaid Ali, Mian Muhammad Naeem Abid

Int. J. Imaging Syst. Technol., 2021

2020

Enhancing breast pectoral muscle segmentation performance by using skip connections in fully convolutional network.

Muhammad Junaid Ali, Basit Raza, Ahmad Raza Shahid, Fahad Mahmood, Muhammad Adil Yousuf, Amir Hanif Dar, Uzair Iqbal

Int. J. Imaging Syst. Technol., 2020

Glioma Segmentation Using Ensemble of 2D/3D U-Nets and Survival Prediction Using Multiple Features Fusion.

Muhammad Junaid Ali, Muhammad Tahir Akram, Hira Saleem, Basit Raza, Ahmad Raza Shahid

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2018

Optimized Resource Allocation in Fog-Cloud Environment Using Insert Select.

Muhammad Usman Sharif, Nadeem Javaid, Muhammad Junaid Ali, Wajahat Ali Gilani, Abdullah Sadam, Muhammad Hassaan Ashraf

Proceedings of the Advances in Network-Based Information Systems, 2018

Efficient Energy Management Using Fog Computing.

Muhammad KaleemUllah Khan, Nadeem Javaid, Shakeeb Murtaza, Maheen Zahid, Wajahat Ali Gilani, Muhammad Junaid Ali

Proceedings of the Advances in Network-Based Information Systems, 2018

State Based Load Balancing Algorithm for Smart Grid Energy Management in Fog Computing.

Muhammad Junaid Ali, Nadeem Javaid, Mubariz Rehman, Muhammad Usman Sharif, Muhammad KaleemUllah Khan, Haris Ali Khan

Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2018

Round Robin Inspired History Based Load Balancing Using Cloud Computing.

Talha Saif, Nadeem Javaid, Mubariz Rehman, Hanan Butt, Muhammad Babar Kamal, Muhammad Junaid Ali

Proceedings of the Advances on P2P, 2018

Threshold Based Load Balancer for Efficient Resource Utilization of Smart Grid Using Cloud Computing.

Mubariz Rehman, Nadeem Javaid, Muhammad Junaid Ali, Talha Saif, Muhammad Hassaan Ashraf, Sadam Hussain Abbasi

Proceedings of the Advances on P2P, 2018