Evaluation of Explainable Artificial Intelligence: SHAP, LIME, and CAM HTT Nguyen, HQ Cao, KVT Nguyen, NDK Pham FAIC 2021, 2021 | 14 | 2021 |
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 | 9 | 2023 |
Towards Better Explanations for Object Detection VB Truong, TTH Nguyen, VTK Nguyen, QK Nguyen, QH Cao Asian Conference on Machine Learning, 1385-1400, 2024 | 4 | 2024 |
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 | 4 | 2023 |
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 | 3 | 2022 |
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 | 2 | 2024 |
Analyzing and visualizing chemical molecular properties using K-Dimensional tree algorithm NTT Hung Vietnamese-German University, Frankfurt University of Applied Sciences, 2020 | 2 | 2020 |
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 | 1 | 2024 |
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 | 1 | 2024 |
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 |
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 |