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Adaptive 3DCNN-Based Interpretable Ensemble Model for Early Diagnosis of Alzheimer's Disease 期刊论文
发表期刊: IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS. 出版年: 2024, 卷号: 11, 期号: 1, 页码: 247-266
作者:  Pan, Dan;  Luo, Genqiang;  Zeng, An;  Zou, Chao;  Liang, Haolin;  Wang, Jianbin;  Zhang, Tong;  Yang, Baoyao
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Alzheimer's disease (AD)  attribution methods  convolutional neural network (CNN)  deep learning (DL)  ensemble learning (EL)  genetic algorithm  interpretability  magnetic resonance imaging  
Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model 期刊论文
发表期刊: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 出版年: 2024, 卷号: 35, 期号: 6, 页码: 7363-7375
作者:  Tang, Haoteng;  Ma, Guixiang;  Guo, Lei;  Fu, Xiyao;  Huang, Heng;  Zhang, Liang
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Brain functional networks  contrastive learning  data augmentation  hierarchical graph pooling (HGP)  interpretability  signed graph learning  
Application, interpretability and prediction of machine learning method combined with LSTM and LightGBM-a case study for runoff simulation in an arid area 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2023, 卷号: 625
作者:  Bian, Lekang;  Qin, Xueer;  Zhang, Chenglong;  Guo, Ping;  Wu, Hui
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
Runoff prediction  Long short-term memory  Light gradient boosting machine  The reciprocal error method  Interpretability  Arid area  
Accuracy, uncertainty, and interpretability assessments of ANFIS models to predict dust concentration in semi-arid regions 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH.
作者:  Ebrahimi-Khusfi, Zohre;  Taghizadeh-Mehrjardi, Ruhollah;  Nafarzadegan, Ali Reza
收藏  |  浏览/下载：13/0  |  提交时间：2021/01/07
Air pollution  ANFIS  Bat optimization algorithm  Interpretability  Machine learning  Uncertainty