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Multi input-Multi output 3D CNN for dementia severity assessment with incomplete multimodal data 期刊论文
发表期刊: ARTIFICIAL INTELLIGENCE IN MEDICINE. 出版年: 2024, 卷号: 149
作者:  Gravina, Michela;  Garcia-Pedrero, Angel;  Gonzalo-Martin, Consuelo;  Sansone, Carlo;  Soda, Paolo
收藏  |  浏览/下载：28/0  |  提交时间：2024/10/04
Convolutional neural networks  Magnetic resonance images  Positron emission tomography  Multimodal deep learning  
Assessing and segmenting salt-affected soils using in-situ EC measurements, remote sensing, and a modified deep learning MU-NET convolutional neural network 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2024, 卷号: 81
作者:  El-Rawy, Mustafa;  Sayed, Sally Y.;  Abdelrahman, Mohamed A. E.;  Makhloof, Atef;  Al-Arifi, Nassir;  Abd-Ellah, Mahmoud Khaled
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
Soil salinity  Artificial neural networks  Deep learning  Remote sensing  Salinity indices  
Graph-pMHC: graph neural network approach to MHC class II peptide presentation and antibody immunogenicity 期刊论文
发表期刊: BRIEFINGS IN BIOINFORMATICS. 出版年: 2024, 卷号: 25, 期号: 3
作者:  Thrift, William John;  Perera, Jason;  Cohen, Sivan;  Lounsbury, Nicolas W.;  Gurung, Hem R.;  Rose, Christopher M.;  Chen, Jieming;  Jhunjhunwala, Suchit;  Liu, Kai
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
graph neural networks  pMHC-II  anti-drug antibody  immunogenicity prediction  deep learning  
Framework on low-carbon retrofit of rural residential buildings in arid areas of northwest China: A case study of Turpan residential buildings 期刊论文
发表期刊: BUILDING SIMULATION. 出版年: 2023, 卷号: 16, 期号: 2, 页码: 279-297
作者:  Song, Junkang;  Wang, Wanjiang;  Ni, Pingan;  Zheng, Hanjie;  Zhang, Zihan;  Zhou, Yihuan
收藏  |  浏览/下载：24/0  |  提交时间：2024/09/29
life cycle assessment  arid regions  deep neural networks  entropy-based TOPSIS method  multi-criteria optimization  
Enhancing Crop Mapping Precision through Multi-Temporal Sentinel-2 Image and Spatial-Temporal Neural Networks in Northern Slopes of Tianshan Mountain 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2023, 卷号: 13, 期号: 11
作者:  Zhang, Xiaoyong;  Guo, Yonglin;  Tian, Xiangyu;  Bai, Yongqing
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
remote sensing in agriculture  crop mapping  deep learning  multi-temporal  neighborhood information  spatial temporal neural networks  strip pooling module  sentinel-2  
Improved prediction of tree species richness and interpretability of environmental drivers using a machine learning approach 期刊论文
发表期刊: FOREST ECOLOGY AND MANAGEMENT. 出版年: 2023, 卷号: 539
作者:  Brugere, Lian;  Kwon, Youngsang;  Frazier, Amy E.;  Kedron, Peter
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Tree species richness modeling  Generalized linear model  Random forest  Neural networks  Deep learning  FIA  
DnResNeXt Network for Desert Seismic Data Denoising 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022, 卷号: 19
作者:  Yao, Haiyang;  Ma, Haitao;  Li, Yue;  Feng, Qiankun
收藏  |  浏览/下载：30/0  |  提交时间：2022/03/17
Noise reduction  Signal to noise ratio  Noise measurement  Training  Convolutional neural networks  Convolution  Deep learning  Convolutional neural network (CNN)  deep learning  denoising  desert seismic noise  residual learning  seismic exploration  
Desert Seismic Low-Frequency Noise Attenuation Using Low-Rank Decomposition-Based Denoising Convolutional Neural Network 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022, 卷号: 60
作者:  Ma, Haitao;  Wang, Yuzhuo;  Li, Yue;  Zhao, Yuxing
收藏  |  浏览/下载：48/0  |  提交时间：2022/02/12
Convolution  Attenuation  Neural networks  Training  Signal to noise ratio  Noise reduction  Noise measurement  Convolutional neural network (CNN)  deep learning  desert seismic noise attenuation  low-rank decomposition  
Desertification Detection in Makkah Region based on Aerial Images Classification 期刊论文
发表期刊: COMPUTER SYSTEMS SCIENCE AND ENGINEERING. 出版年: 2022, 卷号: 40, 期号: 2, 页码: 607-618
作者:  Said, Yahia;  Barr, Mohammad;  Saidani, Taoufik;  Atri, Mohamed
收藏  |  浏览/下载：48/0  |  提交时间：2021/11/19
Desertification detection  deep learning  convolutional neural networks (CNN)  aerial images classification  Makkah region  
Spatial modelling of soil salinity: deep or shallow learning models? 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Mohammadifar, Aliakbar;  Gholami, Hamid;  Golzari, Shahram;  Collins, Adrian L.
收藏  |  浏览/下载：48/0  |  提交时间：2021/07/30
Deep learning models  Shallow machine learning models  Soil salinity spatial maps  Deep convolutional neural networks