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The Application of Semisupervised Attentional Generative Adversarial Networks in Desert Seismic Data Denoising 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022
作者:  Li, Yue;  Luo, Xinming;  Wu, Ning;  Dong, Xintong
收藏  |  浏览/下载：17/0  |  提交时间：2022/02/12
Noise reduction  Noise measurement  Training  Generators  Signal to noise ratio  Generative adversarial networks  Mathematical model  Class activation map (CAM)  deep learning (DL)  desert seismic data  generative adversarial networks (GANs)  
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：27/0  |  提交时间：2021/07/30
Deep learning models  Shallow machine learning models  Soil salinity spatial maps  Deep convolutional neural networks  
Alzheimer's disease detection using depthwise separable convolutional neural networks 期刊论文
发表期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 出版年: 2021, 卷号: 203
作者:  Liu, Junxiu;  Li, Mingxing;  Luo, Yuling;  Yang, Su;  Li, Wei;  Bi, Yifei
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Depthwise separable convolution  Alzheimer's disease  Deep learning  Transfer learning  
Using the Boruta algorithm and deep learning models for mapping land susceptibility to atmospheric dust emissions in Iran 期刊论文
发表期刊: AEOLIAN RESEARCH. 出版年: 2021, 卷号: 50
作者:  Gholami, Hamid;  Mohammadifar, Aliakbar;  Golzari, Shahram;  Kaskaoutis, Dimitris G.;  Collins, Adrian L.
收藏  |  浏览/下载：9/0  |  提交时间：2021/07/30
Wind erosion  Land susceptibility  Convergent prediction  Taylor diagram  Recurrent neural network  Iran  
Integrated modelling for mapping spatial sources of dust in central Asia-An important dust source in the global atmospheric system 期刊论文
发表期刊: ATMOSPHERIC POLLUTION RESEARCH. 出版年: 2021, 卷号: 12, 期号: 9
作者:  Gholami, Hamid;  Mohammadifar, Aliakbar;  Malakooti, Hossein;  Esmaeilpour, Yahya;  Golzari, Shahram;  Mohammadi, Fariborz;  Li, Yue;  Song, Yougui;  Kaskaoutis, Dimitris G.;  Fitzsimmons, Kathryn Elizabeth;  Collins, Adrian L.
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/19
Dust spatial mapping  Effective factors  Deep learning  Hybrid copula-gcForest model  Gaussian copula model  Model sensitivity  Central asia  
Towards Detecting Dementia via Deep Learning 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF HEALTHCARE INFORMATION SYSTEMS AND INFORMATICS. 出版年: 2021, 卷号: 16, 期号: 4
作者:  Bansal, Deepika;  Khanna, Kavita;  Chhikara, Rita;  Dua, Rakesh Kumar;  Malhotra, Rajeev
收藏  |  浏览/下载：19/0  |  提交时间：2022/03/17
Dementia  Machine Learning (ML)  Deep Learning (DL)  Magnetic Resonance Imaging (MRI)  Convolutional Neural Networks (CNN)  Alexnet  
Evaluation of machine learning methods to predict soil moisture constants with different combinations of soil input data for calcareous soils in a semi arid area 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2020, 卷号: 234
作者:  Yamac, Sevim Seda;  Seker, Cevdet;  Negis, Hamza
收藏  |  浏览/下载：9/0  |  提交时间：2020/05/22
Field capacity  Permanent wilting point  Deep learning  Artificial neural network  k-nearest neighbour  
Automatic assessment of Alzheimer's disease diagnosis based on deep learning techniques 期刊论文
发表期刊: COMPUTERS IN BIOLOGY AND MEDICINE. 出版年: 2020, 卷号: 120
作者:  Puente-Castro, Alejandro;  Fernandez-Blanco, Enrique;  Pazos, Alejandro;  Munteanu, Cristian R.
收藏  |  浏览/下载：1/0  |  提交时间：2020/07/01
Alzheimer  Deep learning  MRI  Sagittal  ANN  Transfer learning  
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation 期刊论文
发表期刊: MEDICAL IMAGE ANALYSIS. 出版年: 2020, 卷号: 63
作者:  Wen, Junhao;  Thibeau-Sutre, Elina;  Diaz-Melo, Mauricio;  Samper-Gonzalez, Jorge;  Routier, Alexandre;  Bottani, Simona;  Dormont, Didier;  Durrleman, Stanley;  Burgos, Ninon;  Colliot, Olivier
收藏  |  浏览/下载：7/0  |  提交时间：2021/01/07
Convolutional neural network  Reproducibility  Alzheimer's disease classification Magnetic resonance imaging  
Lake level dynamics exploration using deep learning, artificial neural network, and multiple linear regression techniques 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2019, 卷号: 78, 期号: 6
作者:  Wen, Jinfeng;  Han, Peng-Fei;  Zhou, Zhangbing;  Wang, Xu-Sheng
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
Lake level  Sumu Barun Jaran  Badain Jaran Desert  Deep learning  Artificial neural network