Muhammad Junaid Ali

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Survival Prediction

Genetic Algorithm

Convolutional Neural Networks

Top Venues

Int. J. Imaging Syst. Technol.

Publications

Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Robust Neural Architecture Search Using Differential Evolution for Medical Images. EvoApplications@EvoStar (2024)
Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Evolutionary Neural Architecture Search for 2D and 3D Medical Image Classification. ICCS (2) (2024)
Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Designing Convolutional Neural Networks using Surrogate assisted Genetic Algorithm for Medical Image Classification. GECCO Companion (2023)
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
Large Scale Fish Images Classification and Localization using Transfer Learning and Localization Aware CNN Architecture. Comput. Syst. Sci. Eng. 45 (2) (2023)
Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Designing Attention Based Convolutional Neural Network (CNN) Architectures for Medical Image Classification Using Genetic Algorithm Based on Variable Length-Encoding Scheme. EA (2022)
Muhammad Junaid Ali, Basit Raza, Ahmad Raza Shahid
Multi-level Kronecker Convolutional Neural Network (ML-KCNN) for Glioma Segmentation from Multi-modal MRI Volumetric Data. J. Digit. Imaging 34 (4) (2021)
Asra Rafi, Tahir Mustafa Madni, Uzair Iqbal Janjua, Muhammad Junaid Ali, Muhammad Naeem Abid
Multi-level dilated convolutional neural network for brain tumour segmentation and multi-view-based radiomics for overall survival prediction. Int. J. Imaging Syst. Technol. 31 (3) (2021)
Muhammad Junaid Ali, Basit Raza, Ahmad Raza Shahid, Fahad Mahmood, Muhammad Adil Yousuf, Amir Hanif Dar, Uzair Iqbal
Enhancing breast pectoral muscle segmentation performance by using skip connections in fully convolutional network. Int. J. Imaging Syst. Technol. 30 (4) (2020)
Muhammad Junaid Ali, Muhammad Tahir Akram, Hira Saleem, Basit Raza, Ahmad Raza Shahid
Glioma Segmentation Using Ensemble of 2D/3D U-Nets and Survival Prediction Using Multiple Features Fusion. BrainLes@MICCAI (2) (2020)
Talha Saif, Nadeem Javaid, Mubariz Rehman, Hanan Butt, Muhammad Babar Kamal, Muhammad Junaid Ali
Round Robin Inspired History Based Load Balancing Using Cloud Computing. 3PGCIC (2018)
Muhammad KaleemUllah Khan, Nadeem Javaid, Shakeeb Murtaza, Maheen Zahid, Wajahat Ali Gilani, Muhammad Junaid Ali
Efficient Energy Management Using Fog Computing. NBiS (2018)
Mubariz Rehman, Nadeem Javaid, Muhammad Junaid Ali, Talha Saif, Muhammad Hassaan Ashraf, Sadam Hussain Abbasi
Threshold Based Load Balancer for Efficient Resource Utilization of Smart Grid Using Cloud Computing. 3PGCIC (2018)
Muhammad Junaid Ali, Nadeem Javaid, Mubariz Rehman, Muhammad Usman Sharif, Muhammad KaleemUllah Khan, Haris Ali Khan
State Based Load Balancing Algorithm for Smart Grid Energy Management in Fog Computing. INCoS (2018)
Muhammad Usman Sharif, Nadeem Javaid, Muhammad Junaid Ali, Wajahat Ali Gilani, Abdullah Sadam, Muhammad Hassaan Ashraf
Optimized Resource Allocation in Fog-Cloud Environment Using Insert Select. NBiS (2018)