Dr. Sakib Mostafa
Positions
Postdoctoral Asosciate
University of Calgary
Contact information
Web presence
Background
Educational Background
PhD Computer Science, University of Saskatchewan, 2024
MSc Biomedical Engineering, University of Saskatchewan, 2019
BSc Electronics and Communication Engineering, Khulna University of Engineering and Technology, 2016
Publications
- Feature Transformation for Improved Software Bug Detection Models. Sakib Mostafa, Shamse Tasnim Cynthia, Banani Roy, and Debajyoti Mondal. The Journal of Systems & Software. (2024)
- Explainable Deep Learning in Plant Phenotyping. Sakib Mostafa, Debajyoti Mondal, Karim Panjvani, Leon Kochian and Ian Stavness. Frontiers in Artificial Intelligence - AI in Food, Agriculture, and Water. (2023)
- Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification. Sakib Mostafa, Debajyoti Mondal, Michael Beck, Christopher Bidinosti, Christopher Henry, and Ian Stavness. Frontiers in Artificial Intelligence. (2022)
- Diagnosis of Autism Spectrum Disorder Based on Functional Brain Networks with Deep Learning. Wutao Yin, Sakib Mostafa, Fang-Xiang Wu. Journal of Computational Biology. 144-165. (2021)
- Diagnosis of Autism Spectrum Disorder Based on Eigenvalues of Brain Networks. Sakib Mostafa, LingKai Tang, and Fang-Xiang Wu. IEEE Access. 128474-128486. (2019)
- A Network Clustering Based Feature Selection Strategy for Classifying Autism Spectrum Disorder. Lingkai Tang, Sakib Mostafa, and Fang-Xiang Wu. BMC Med Genomics . (2021)
- Diagnosis of Autism Spectrum Disorder with Convolutional Autoencoder and Structural MRI Images. Sakib Mostafa and Fang-Xiang Wu. Neural Engineering Techniques for Autism Spectrum Disorder. 23-38. (2021)
- Visualizing Feature Maps for Model Selection in Convolutional Neural Networks. Sakib Mostafa, Debajyoti Mondal, Michael Beck, Christopher Bidinosti, Christopher Henry, and Ian Stavness. the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops. 1362–1371. (2021)
- Diagnosis of ASD from rs-fMRI Images Based on Brain Dynamic Networks. Hongyu Guo, Wutao Yin, Sakib Mostafa, Fang-Xiang Wu. the Bioinformatics Research and Applications. (2020)
- Autoencoder Based Methods for Diagnosis of Autism Spectrum Disorder. Sakib Mostafa, Wutao Yin, Fang-Xiang Wu. Computational Advances in Bio and Medical Sciences. (2019)
- A New Chaos Based Medical Image Encryption Scheme. Sakib Mostafa, Masud An Nur Islam Fahim, and A B M Aowlad Hossain. International Conference on Informatics, Electronics & Vision. (2017)
- Alignment of 3-D Scanning Data for Polygonal Mesh based on Modified Triangulation. Masud An Nur Islam Fahim, Sakib Mostafa, Jarin Tasnim, and A B M Aowlad Hossain. International Conference on Informatics, Electronics & Vision). (2017)
- An Approach to Effective 3D Reconstruction Based on Point Cloud Merging. Sakib Mostafa, Masud An Nur Islam Fahim, and Jarin Tasnim. IEEE International Women in Engineering Conference on Electrical and Computer Engineering. (2016)
- An Adaptive Reconfigurable Radix-2n FFT/IFFT Architecture. Md. Jahiruzzaman, Masud An Nur Islam Fahim, Sakib Mostafa, and A B M Aowlad Hossain. IEEE International Conference on Informatics, Electronics & Vision. (2016)
- Simulation Study on Nonlinear Ultrasound Imaging Using Different Realistic Synthetic Phantoms. Nusrat Zahan, A. B. M. Aowlad Hossain, and Sakib Mostafa. IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering. (2015)
- Pathways to Improve the Explainability of Deep Learning Models in Plant Phenotyping. Sakib Mostafa, and Debajyoti Mondal. P2IRC Symposium. (2022)
- Towards Federated Learning for Privacy-Preserving Analysis of Agricultural Data Classic Machine Learning (Non-FL) Motivation for FL. Mehdi Khalaj, Sakib Mostafa, Debajyoti Mondal, and Ian Stanvess. 7th Symposium on Innovations in Computer Science and Applied Computing (ICSAC). (2023)
- Towards Federated Learning for Privacy-Preserving Analysis of Agricultural Data Classic Machine Learning Motivation for FL. Mehdi Khalaj, Sakib Mostafa, Debajyoti Mondal, and Ian Stanvess. Agriculture Research Day, College of Agriculture and Bioresources, University of Saskatchewan, Saskatoon, Canada. (2023)
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