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Evaluating the Correctness of Explainable AI Algorithms for Classification


May 20, 2021
Orcun Yalcin, Xiuyi Fan, Siyuan Liu


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An Investigation of COVID-19 Spreading Factors with Explainable AI Techniques


May 05, 2020
Xiuyi Fan, Siyuan Liu, Jiarong Chen, Thomas C. Henderson


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Explainable AI for Classification using Probabilistic Logic Inference


May 05, 2020
Xiuyi Fan, Siyuan Liu, Thomas C. Henderson


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Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks


Apr 07, 2019
Siyuan Liu, Kim-Han Thung, Weili Lin, Pew-Thian Yap, Dinggang~Shen


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Computer Vision and Metrics Learning for Hypothesis Testing: An Application of Q-Q Plot for Normality Test


Jan 23, 2019
Ke-Wei Huang, Mengke Qiao, Xuanqi Liu, Mingxi Dai, Siyuan Liu


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Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks


Sep 03, 2018
Yuan Yuan, Siyuan Liu, Jiawei Zhang, Yongbing Zhang, Chao Dong, Liang Lin

* 10 pages (reference included), 6 figures 

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A Generic Inverted Index Framework for Similarity Search on the GPU - Technical Report


Aug 14, 2018
Jingbo Zhou, Qi Guo, H. V. Jagadish, Luboš Krčál, Siyuan Liu, Wenhao Luan, Anthony K. H. Tung, Yueji Yang, Yuxin Zheng

* 18 pages, technical report for the ICDE 2018 paper 

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Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction


Aug 27, 2017
Truc Viet Le, Richard J. Oentaryo, Siyuan Liu, Hoong Chuin Lau

* IEEE Transactions on Big Data, vol. 3, no. 2, pp. 194-207, 2017 

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