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A deep learning-based hybrid approach for multi-time-ahead streamflow prediction in an arid region of Northwest China 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2024, 卷号: 55, 期号: 2, 页码: 180-204
作者:  Fang, J. J.;  Yang, Linshan;  Wen, Xiaohu;  Li, Weide;  Yu, Haijiao;  Zhou, Ting
收藏  |  浏览/下载：24/0  |  提交时间：2024/10/04
convolutional neural network (CNN)  long short-term memory (LSTM)  Shule River  streamflow prediction  Transformer  
Integrating Demographics and Imaging Features for Various Stages of Dementia Classification: Feed Forward Neural Network Multi-Class Approach 期刊论文
发表期刊: BIOMEDICINES. 出版年: 2024, 卷号: 12, 期号: 4
作者:  Cheung, Eva Y. W.;  Wu, Ricky W. K.;  Chu, Ellie S. M.;  Mak, Henry K. F.
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
Alzheimer's disease  mild cognitive impairment  dementia  radiomics  volumetry  feed forward neural network  artificial neural network  
Applying deep learning to manage urban ecosystems in arid Abha, Saudi Arabia: Remote sensing-based modelling for ecological condition assessment and decision-making 期刊论文
发表期刊: HELIYON. 出版年: 2024, 卷号: 10, 期号: 4
作者:  Alqadhi, Saeed;  Bindajam, Ahmed Ali;  Mallick, Javed;  Talukdar, Swapan;  Rahman, Atiqur
收藏  |  浏览/下载：26/0  |  提交时间：2024/10/04
Urban ecological condition  Artificial neural network  Fuzzy logic  FAHP  Sensitivity analysis  Deep learning  Remote sensing  
Spatio-temporal prediction of land use and land cover change in Bahi (Manyoni) Catchment, Tanzania, using multilayer perceptron neural network and cellular automata-Markov chain model 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 1
作者:  Hersi, Naima A. M.;  Mulungu, Deogratias M. M.;  Nobert, Joel
收藏  |  浏览/下载：22/0  |  提交时间：2024/10/04
CA-Markov chain model  LULC change detection  MLP neural network (MLP-NN)  Semi-arid region  Support vector machine (SVM)  Tanzania  
RAU-Net plus plus : River Channel Extraction Methods for Remote Sensing Images of Cold and Arid Regions 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2024, 卷号: 14, 期号: 1
作者:  Tang, Yiyu;  Zhang, Jianjie;  Jiang, Zhangzhen;  Lin, Ying;  Hou, Peng
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
river channel segmentation  convolutional neural network  attention model  remote sense  
3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes 期刊论文
发表期刊: EVOLVING SYSTEMS. 出版年: 2024, 卷号: 15, 期号: 5, 页码: 1817-1843
作者:  Jlassi, Amal;  Elbedoui, Khaoula;  Barhoumi, Walid;  Maktouf, Chokri
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Corpus callosum segmentation  MRI scans  Probabilistic neural network  Superpixels  3D reconstruction  Marching cubes  
Novel Modelling Approach to Assess Elements Contamination in Drinking Water from Southern Iran 期刊论文
发表期刊: EXPOSURE AND HEALTH. 出版年: 2024, 卷号: 16, 期号: 3, 页码: 661-678
作者:  Mohammadpour, Amin;  Motamed-Jahromi, Mohadeseh;  Moreno-Jimenez, Eduardo;  Golaki, Mohammad;  Berizi, Enayat
收藏  |  浏览/下载：13/0  |  提交时间：2024/10/04
Toxic elements  PMF  Monte Carlo simulation  Sobol  S sensitivity  Artificial neural network  WQI  
Pure large kernel convolutional neural network transformer for medical image registration 期刊论文
发表期刊: INTELLIGENT DATA ANALYSIS. 出版年: 2024, 卷号: 28, 期号: 3, 页码: 769-790
作者:  Fang, Zhao;  Cao, Wenming
收藏  |  浏览/下载：9/0  |  提交时间：2024/10/04
Deformable image registration  convolutional neural network  self-attention  unsupervised learning  
Calculation of Bosten Lake Water Storage Based on Multiple Source Remote Sensing Imagery 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2024, 卷号: 62
作者:  Wang, Weiwei;  Zhang, Fei;  Shi, Jingchao;  Zhao, Qi;  Liu, Changjiang;  Tan, Mou Leong;  Kung, Hsiang-Te;  Gao, Guang;  Li, Gang
收藏  |  浏览/下载：29/0  |  提交时间：2024/10/04
Arid region  Bosten Lake  multiple remote sensing  neural network (NN) model  ungauged watershed  water depth and storage  
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：18/0  |  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