Muhammad Junaid Ali

17 papers Journal 6Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	—	`—`	Automated machine learning with metaheuristics. (Automatisé apprentissage automatique avec métaheuristique). Muhammad Junaid Ali
2024	J	`jnl`	A review of AutoML optimization techniques for medical image applications. Comput. Medical Imaging Graph. Muhammad Junaid Ali, Mokhtar Essaid, Laurent Moalic, Lhassane Idoumghar
2024	—	`conf`	Evolutionary Neural Architecture Search for 2D and 3D Medical Image Classification. ICCS (2) Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
2024	—	`conf`	Robust Neural Architecture Search Using Differential Evolution for Medical Images. EvoApplications@EvoStar Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
2023	—	`conf`	Designing Convolutional Neural Networks using Surrogate assisted Genetic Algorithm for Medical Image Classification. GECCO Companion Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
2023	J	`jnl`	Large Scale Fish Images Classification and Localization using Transfer Learning and Localization Aware CNN Architecture. Comput. Syst. Sci. Eng. 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
2022	—	`conf`	Designing Attention Based Convolutional Neural Network (CNN) Architectures for Medical Image Classification Using Genetic Algorithm Based on Variable Length-Encoding Scheme. EA Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
2022	J	`jnl`	Multi-task learning architecture for brain tumor detection and segmentation in MRI images. J. Electronic Imaging Maria Nazir, Muhammad Junaid Ali, Zahid Tufail, Ahmad Raza Shahid, Basit Raza, Sadia Shakil, Khurram Khurshid
2021	J	`jnl`	Multi-level Kronecker Convolutional Neural Network (ML-KCNN) for Glioma Segmentation from Multi-modal MRI Volumetric Data. J. Digit. Imaging Muhammad Junaid Ali, Basit Raza, Ahmad Raza Shahid
2021	J	`jnl`	Multi-level dilated convolutional neural network for brain tumour segmentation and multi-view-based radiomics for overall survival prediction. Int. J. Imaging Syst. Technol. Asra Rafi, Tahir Mustafa Madni, Uzair Iqbal Janjua, Muhammad Junaid Ali, Mian Muhammad Naeem Abid
2020	J	`jnl`	Enhancing breast pectoral muscle segmentation performance by using skip connections in fully convolutional network. Int. J. Imaging Syst. Technol. Muhammad Junaid Ali, Basit Raza, Ahmad Raza Shahid, Fahad Mahmood, Muhammad Adil Yousuf, Amir Hanif Dar, Uzair Iqbal
2020	—	`conf`	Glioma Segmentation Using Ensemble of 2D/3D U-Nets and Survival Prediction Using Multiple Features Fusion. BrainLes@MICCAI (2) Muhammad Junaid Ali, Muhammad Tahir Akram, Hira Saleem, Basit Raza, Ahmad Raza Shahid
2018	—	`conf`	Efficient Energy Management Using Fog Computing. NBiS Muhammad KaleemUllah Khan, Nadeem Javaid, Shakeeb Murtaza, Maheen Zahid, Wajahat Ali Gilani, Muhammad Junaid Ali
2018	—	`conf`	Optimized Resource Allocation in Fog-Cloud Environment Using Insert Select. NBiS Muhammad Usman Sharif, Nadeem Javaid, Muhammad Junaid Ali, Wajahat Ali Gilani, Abdullah Sadam, Muhammad Hassaan Ashraf
2018	—	`conf`	Round Robin Inspired History Based Load Balancing Using Cloud Computing. 3PGCIC Talha Saif, Nadeem Javaid, Mubariz Rehman, Hanan Butt, Muhammad Babar Kamal, Muhammad Junaid Ali
2018	—	`conf`	State Based Load Balancing Algorithm for Smart Grid Energy Management in Fog Computing. INCoS Muhammad Junaid Ali, Nadeem Javaid, Mubariz Rehman, Muhammad Usman Sharif, Muhammad KaleemUllah Khan, Haris Ali Khan
2018	—	`conf`	Threshold Based Load Balancer for Efficient Resource Utilization of Smart Grid Using Cloud Computing. 3PGCIC Mubariz Rehman, Nadeem Javaid, Muhammad Junaid Ali, Talha Saif, Muhammad Hassaan Ashraf, Sadam Hussain Abbasi