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Truong-Thanh-Hung Nguyen
Title
Cited by
Cited by
Year
Evaluation of Explainable Artificial Intelligence: SHAP, LIME, and CAM
HTT Nguyen, HQ Cao, KVT Nguyen, NDK Pham
FAIC 2021, 2021
142021
Towards Trust of Explainable AI in Thyroid Nodule Diagnosis
TTH Nguyen, VB Truong, VTK Nguyen, QH Cao, QK Nguyen
AAAI 2023 The 7th International Workshop on Health Intelligence (W3PHIAI-23), 2023
92023
Towards Better Explanations for Object Detection
VB Truong, TTH Nguyen, VTK Nguyen, QK Nguyen, QH Cao
Asian Conference on Machine Learning, 1385-1400, 2024
42024
G-came: Gaussian-class activation mapping explainer for object detectors
QK Nguyen, TTH Nguyen, VTK Nguyen, VB Truong, QH Cao
arXiv preprint arXiv:2306.03400, 2023
42023
Secam: Tightly accelerate the image explanation via region-based segmentation
PX Nguyen, HQ Cao, KVT Nguyen, H Nguyen, T Yairi
IEICE TRANSACTIONS on Information and Systems 105 (8), 1401-1417, 2022
32022
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection
T Clement, TTH Nguyen, M Abdelaal, H Cao
2024 IEEE International Conference on Consumer Electronics (ICCE), 1-4, 2024
22024
Analyzing and visualizing chemical molecular properties using K-Dimensional tree algorithm
NTT Hung
Vietnamese-German University, Frankfurt University of Applied Sciences, 2020
22020
LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks
TTH Nguyen, T Clement, PTL Nguyen, N Kemmerzell, VB Truong, ...
arXiv preprint arXiv:2402.12525, 2024
12024
Enhancing the Fairness and Performance of Edge Cameras with Explainable AI
TTH Nguyen, VTK Nguyen, QH Cao, QK Nguyen, H Cao
2024 IEEE International Conference on Consumer Electronics (ICCE), 1-4, 2024
12024
Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping Explainer
QK Nguyen, TTH Nguyen, VTK Nguyen, VB Truong, T Phan, H Cao
arXiv preprint arXiv:2404.13417, 2024
2024
Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping Explainer
Q Khanh Nguyen, TTH Nguyen, V Thanh Khang Nguyen, V Binh Truong, ...
arXiv e-prints, arXiv: 2404.13417, 2024
2024
Examining Monitoring System: Detecting Abnormal Behavior In Online Examinations
DA Ngo, TD Nguyen, TLC Dang, HH Le, TB Ho, VTK Nguyen, ...
arXiv preprint arXiv:2402.12179, 2024
2024
Beyond explaining: XAI-based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction
T Clement, HTT Nguyen, N Kemmerzell, M Abdelaal, D Stjelja
arXiv preprint arXiv:2402.04982, 2024
2024
A Survey on Explainable Artificial Intelligence: Techniques, XAI-based Model Improvement Methods, Applications
TTH Nguyen
2024
Coping with Data Distribution Shifts: XAI-Based Adaptive Learning with SHAP Clustering for Energy Consumption Prediction
T Clement, HTT Nguyen, N Kemmerzell, M Abdelaal, D Stjelja
Australasian Joint Conference on Artificial Intelligence, 147-159, 2023
2023
A Novel Explainable Artificial Intelligence Model in Image Classification problem
QH Cao, TTH Nguyen, VTK Nguyen, XP Nguyen
arXiv preprint arXiv:2307.04137, 2023
2023
Understanding minerals better: Advancing mineral classification framework through explainable AI and large language model integration
NTT Hung, TTC Mai
Quy Nhon University Journal of Science, 2023
2023
Construction of molecular structures using K-Nearest Neighbor with K-Dimension tree algorithm
TTC Mai, NTT Hung
Quy Nhon University Journal of Science, 2022
2022
Can reinforcement learning solve a Human Allocation Problem?
P Nguyen, M Hiroya, T Hunabad, D Zhilenkov, H Nguyen, K Nguyen
The International Conference on Automated Planning and Scheduling (ICAPS) 2021, 2021
2021
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Articles 1–19