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3D brain image-based Alzheimer's disease detection techniques using fish swarm optimizer's deep convolution Siamese neural network 期刊论文
发表期刊: EXPERT SYSTEMS. 出版年: 2022
作者:  Sampath, Rajaram;  Baskar, Manickam
收藏  |  浏览/下载：66/0  |  提交时间：2022/03/17
3D MRI brain image  Alzheimer's disease  biomarker features  deep convolution Siamese neural network  feature extraction  fish swarm optimizer  image enhancement  segmentation  
Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2022
作者:  Yaseen, Andaleeb;  Lu, Jianzhong;  Chen, Xiaoling
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Flash flood  Logistic regression  Support vector machine  Multi-layer perceptron  Ensemble classifier  
Drought disaster monitoring and land use dynamics: identification of drought drivers using regression-based algorithms 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2022
作者:  Orimoloye, Israel R.;  Olusola, Adeyemi O.;  Belle, Johanes A.;  Pande, Chaitanya B.;  Ololade, Olusola O.
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
Drought disaster  Land use dynamics  Drought drivers  Machine learning  Regression-based algorithms  
Where should China practice forestry in a warming world? 期刊论文
发表期刊: GLOBAL CHANGE BIOLOGY. 出版年: 2022
作者:  Zhang, Lei;  Sun, Pengsen;  Huettmann, Falk;  Liu, Shirong
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
afforestation  climate change  climax vegetation  forestation failure  Hu Line  range shift  reforestation  tree planting  
Prediction of flood quantiles at ungauged catchments for the contiguous USA using Artificial Neural Networks 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2021
作者:  Filipova, Valeriya;  Hammond, Anthony;  Leedal, David;  Lamb, Rob
收藏  |  浏览/下载：24/0  |  提交时间：2022/02/12
ANN models  flood frequency analysis  machine learning  ungauged basins  
Superpixel powered autoencoder technique for detecting dementia 期刊论文
发表期刊: EXPERT SYSTEMS. 出版年: 2021
作者:  Bansal, Deepika;  Khanna, Kavita;  Chhikara, Rita;  Dua, Rakesh Kumar;  Malhotra, Rajeev
收藏  |  浏览/下载：17/0  |  提交时间：2022/02/12
autoencoder  dementia  histogram of oriented gradient  magnetic resonance imaging  superpixel  
Integrating Remote Sensing and Machine Learning for Regional-Scale Habitat Mapping: Advances and Future Challenges for Desert Locust Monitoring 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. 出版年: 2021
作者:  Rhodes, Kristen;  Sagan, Vasit
收藏  |  浏览/下载：28/0  |  提交时间：2022/02/12
Remote sensing  Data models  Biological system modeling  Predictive models  Machine learning  Vegetation mapping  Temperature measurement  
Prediction of short-term photovoltaic power via codec neural network and mode decomposition based deep learning approach 期刊论文
发表期刊: ENERGY SCIENCE & ENGINEERING. 出版年: 2021
作者:  Li, Jie;  Li, RunRan;  Jia, YuanJie;  Zhang, ZhiXin
收藏  |  浏览/下载：12/0  |  提交时间：2022/02/12
codec neural network  fusion neural network model  multidimensional constraints variational mode decomposition  photovoltaic power prediction  
Evaluate River Water Salinity in a Semi-Arid Agricultural Watershed by Coupling Ensemble Machine Learning Technique with SWAT Model 期刊论文
发表期刊: JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION. 出版年: 2021
作者:  Jung, Chunggil;  Ahn, Sora;  Sheng, Zhuping;  Ayana, Essayas K.;  Srinivasan, Raghavan;  Yeganantham, Dhanesh
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
watershed management  machine learning  SWAT  water salinity  soil texture  irrigation  watershed  surface water  groundwater interactions  
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Naimi, Salman;  Ayoubi, Shamsollah;  Dematte, Jose A. M.;  Zeraatpisheh, Mojtaba;  Amorim, Merilyn Taynara Accorsi;  Mello, Fellipe Alcantara de Oliveira
收藏  |  浏览/下载：37/0  |  提交时间：2021/11/29
Spatial prediction  environmental covariates  synthetic soil image (SySI)  Cubist  random forest  machine learning