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Systematic comparison of 3D Deep learning and classical machine learning explanations for Alzheimer's Disease detection 期刊论文
发表期刊: COMPUTERS IN BIOLOGY AND MEDICINE. 出版年: 2024, 卷号: 170
作者:  Bloch, Louise;  Friedrich, Christoph M.
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Alzheimer's Disease  Interpretable Machine Learning  SHAP  LIME  GradCAM  3D CNN  
Controls of groundwater-dependent vegetation coverage in the yellow river basin, china: Insights from interpretable machine learning 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 631
作者:  Bai, Taiya;  Wang, Xu-Sheng;  Han, Peng-Fei
收藏  |  浏览/下载：22/0  |  提交时间：2024/10/04
Fractional vegetation cover  Groundwater depth  Interpretable machine learning  XGBoost  Yellow River Basin  
Explainable Artificial Intelligence in Hydrology: Interpreting Black-Box Snowmelt-Driven Streamflow Predictions in an Arid Andean Basin of North-Central Chile 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 19
作者:  Nunez, Jorge;  Cortes, Catalina B.;  Yanez, Marjorie A.
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Explainable Artificial Intelligence  interpretable machine learning  XAI  iML  hydrology  Chile  streamflow prediction  Elqui River basin