[HTML][HTML] Interpretability as Approximation: Understanding Black-Box Models by Decision Boundary
H Dong, B Liu, D Ye, G Liu - Electronics, 2024 - mdpi.com
Currently, interpretability methods focus more on less objective human-understandable
semantics. To objectify and standardize interpretability research, in this study, we provide …
semantics. To objectify and standardize interpretability research, in this study, we provide …
[PDF][PDF] Assessing the Robustness of Image Data Preprocessing and Augmentation in Machine Assisted Clinical Diagnosis of Pneumonia
ETA Albert, NME Leonard - 2024 - authorea.com
This study investigated the robustness and stability of three image data preprocessing
techniques (Geometric, Gaussian Noise and Random Color Space transformations) in …
techniques (Geometric, Gaussian Noise and Random Color Space transformations) in …