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Erico Tjoa
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A survey on explainable artificial intelligence (xai): Toward medical xai
E Tjoa, C Guan
IEEE transactions on neural networks and learning systems 32 (11), 4793-4813, 2020
14622020
Quantifying Explainability of Saliency Methods in Deep Neural Networks with a Synthetic Dataset
E Tjoa, G Cuntai
IEEE Transactions on Artificial Intelligence, 2022
352022
Enhancing the confidence of deep learning classifiers via interpretable saliency maps
E Tjoa, HJ Khok, T Chouhan, C Guan
Neurocomputing 562, 126825, 2023
6*2023
Convolutional neural network interpretability with general pattern theory
E Tjoa, G Cuntai
arXiv preprint arXiv:2102.04247, 2021
52021
Two instances of interpretable neural network for universal approximations
E Tjoa, G Cuntai
arXiv preprint arXiv:2112.15026, 2021
22021
Enhancing the Extraction of Interpretable Information for Ischemic Stroke Imaging from Deep Neural Networks
E Tjoa, G Heng, L Yuhao, C Guan
arXiv preprint arXiv:1911.08136, 2019
22019
Self reward design with fine-grained interpretability
E Tjoa, C Guan
Scientific Reports 13 (1), 1638, 2023
12023
Comprehensive Overview of the Anesthesiology Research Landscape: A Machine Learning Analysis of 737 Nih-Funded Anesthesiology Primary Investigator's Publication Trends
M Ghanem, C Espinosa, P Chung, M Reincke, N Harrison, ...
2024
Endorsed Attributions: eXplainable AI (XAI) with Voting Mechanism with Application in Healthcare
E Tjoa, F Xie, CH Shu, L Xue, N Aghaeepour, C Guan
Authorea Preprints, 2023
2023
Evaluating Weakly Supervised Object Localization Methods Right? A Study on Heatmap-based XAI and Neural Backed Decision Tree
E Tjoa, G Cuntai
researchgate.net, 2022
2022
kaBEDONN: posthoc eXplainable Artificial Intelligence with Data Ordered Neural Network
E Tjoa, G Cuntai
researchgate.net, 2022
2022
From medical imaging to explainable artificial intelligence
E Tjoa
Nanyang Technological University, 2022
2022
A Modified Convolutional Network for Auto-encoding based on Pattern Theory Growth Function
E Tjoa
arXiv preprint arXiv:2104.02651, 2021
2021
Generalization on the Enhancement of Layerwise Relevance Interpretability of Deep Neural Network
E Tjoa, C Guan
arXiv preprint arXiv:2009.02516, 2020
2020
Nonlinear topological mechanics
E Tjoa
2018
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Artikler 1–15