57 citations · 82 across the 4 of their papers we have counts for
5 papers
DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems
Muhammad Rehman Zafar, Naimul Mefraz Khan
Local Interpretable Model-Agnostic Explanations (LIME) is a popular technique used to increase the interpretability and explainability of black box Machine Learning (ML) algorithms…
Transfer Learning with intelligent training data selection for prediction of Alzheimer's Disease
Naimul Mefraz Khan, Marcia Hon, Nabila Abraham
Detection of Alzheimer's Disease (AD) from neuroimaging data such as MRI through machine learning has been a subject of intense research in recent years. Recent success of deep lea…
A Novel Image-centric Approach Towards Direct Volume Rendering
Naimul Khan, Riadh Ksantini, Ling Guan
Transfer Function (TF) generation is a fundamental problem in Direct Volume Rendering (DVR). A TF maps voxels to color and opacity values to reveal inner structures. Existing TF to…
Towards Alzheimer's Disease Classification through Transfer Learning
Marcia Hon, Naimul Khan
Detection of Alzheimer's Disease (AD) from neuroimaging data such as MRI through machine learning have been a subject of intense research in recent years. Recent success of deep le…
Real-Time System for Human Activity Analysis
Randy Tan, Naimul Khan, Ling Guan
We propose a real-time human activity analysis system, where a user's activity can be quantiatively evaluated with respect to a ground truth recording. We use two Kinects to solve…