Sakib Mostafa

12 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Vision-based Deep Learning Analysis of Unordered Biomedical Tabular Datasets via Optimal Spatial Cartography.
CoRR
Sakib Mostafa, Tarik Massoud, Maximilian Diehn, Lei Xing, Md Tauhidul Islam
2025 J jnl
Feature transformation for improved software bug detection and commit classification.
J. Syst. Softw.
Sakib Mostafa, Shamse Tasnim Cynthia, Banani Roy, Debajyoti Mondal
2025 J jnl
Transformation of Biological Networks into Images via Semantic Cartography for Visual Interpretation and Scalable Deep Analysis.
CoRR
Sakib Mostafa, Lei Xing, Md Tauhidul Islam
2024 — conf
Short Paper: Dementia Patient Health, Prescriptions ML Dataset: LightGBM Classification of XAI-based LIME and SHAP for Dementia Detection.
NSysS
Fariha Jahan, Sirajum Munira Shifat, Fatema Zohra Anannya, Sakib Mostafa, Md. Manzurul Hasan
2023 J jnl
Explainable deep learning in plant phenotyping.
Frontiers Artif. Intell.
Sakib Mostafa, Debajyoti Mondal, Karim Panjvani, Leon Kochian, Ian Stavness
2022 J jnl
Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification.
Frontiers Artif. Intell.
Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness
2021 J jnl
Diagnosis of Autism Spectrum Disorder Based on Functional Brain Networks with Deep Learning.
J. Comput. Biol.
Wutao Yin, Sakib Mostafa, Fang-Xiang Wu
2021 J jnl
On the Evolution of Neuron Communities in a Deep Learning Architecture.
CoRR
Sakib Mostafa, Debajyoti Mondal
2021 — conf
Visualizing Feature Maps for Model Selection in Convolutional Neural Networks.
ICCVW
Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness
2020 — conf
Diagnosis of ASD from rs-fMRI Images Based on Brain Dynamic Networks.
ISBRA
Hongyu Guo, Wutao Yin, Sakib Mostafa, Fang-Xiang Wu
2019 — conf
Autoencoder Based Methods for Diagnosis of Autism Spectrum Disorder.
ICCABS
Sakib Mostafa, Wutao Yin, Fang-Xiang Wu
2019 J jnl
Diagnosis of Autism Spectrum Disorder Based on Eigenvalues of Brain Networks.
IEEE Access
Sakib Mostafa, Lingkai Tang, Fang-Xiang Wu