Abstract: Despite of achieving remarkable accuracy, the capability of deep learning models for robust prediction of explanations remains largely unexplored in white blood cells (WBCs) classification.

ShapeX introduces a unified shapelet-based post hoc explanation framework for deep time series classification models. It explains why a model makes a prediction by discovering, describing, and ...

mimicri is a python library of interactive visualizations for segmentation-based counterfactual generation, designed to work with the JupyterLab computational environment.

Get ready for your aha moment: Every weekday, host Meghna Chakrabarti pierces your news bubble to expose the whole story. Getting answers to the questions that need to be asked, examining our history ...