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Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2018, 卷号: 561, 页码: 918-929
作者:  Zhang, Jianfeng;  Zhu, Yan;  Zhang, Xiaoping;  Ye, Ming;  Yang, Jinzhong
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/29
Machine-learning model  Water table depth  Deep learning  LSTM  Hetao Irrigation District  
Mapping fractional woody cover in semi-arid savannahs using multi-seasonal composites from Landsat data 期刊论文
发表期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. 出版年: 2018, 卷号: 139, 页码: 88-102
作者:  Higginbottom, Thomas P.;  Symeonakis, Elias;  Meyer, Hanna;  van der Linden, Sebastian
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
Landsat-metrics  Optical-radar fusion  Woody cover mapping  Savannahs  Large-area mapping  
Deep convolutional neural network training enrichment using multi-view object-based analysis of Unmanned Aerial systems imagery for wetlands classification 期刊论文
发表期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. 出版年: 2018, 卷号: 139, 页码: 154-170
作者:  Liu, Tao;  Abd-Elrahman, Amr
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/29
Deep learning  Convolutional neural network  Object-based classification  Random forest  Support vector machine  small UAS  OBIA  
Introducing a globally consistent orbital-based localization system 期刊论文
发表期刊: JOURNAL OF FIELD ROBOTICS. 出版年: 2018, 卷号: 35, 期号: 2, 页码: 275-298
作者:  Boukas, Evangelos;  Gasteratos, Antonios;  Visentin, Gianfranco
收藏  |  浏览/下载：21/0  |  提交时间：2019/11/29
autonomous exploration  DARCES  feature extraction  global localization  learning  machine learning  mobile robotics  motion estimation  perception  planetary exploration  planetary robotics  position estimation  robotics vision  vision-based navigation  
A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study 期刊论文
发表期刊: LANCET ONCOLOGY. 出版年: 2018, 卷号: 19, 期号: 9, 页码: 1180-1191
作者:  Sun, Roger;  Limkin, Elaine Johanna;  Vakalopoulou, Maria;  Dercle, Laurent;  Champiat, Stephane;  Han, Shan Rong;  Verlingue, Loic;  Brandao, David;  Lancia, Andrea;  Ammari, Samy;  Hollebecque, Antoine;  Scoazec, Jean-Yves;  Marabelle, Aurelien;  Massard, Christophe;  Soria, Jean-Charles;  Robert, Charlotte;  Paragios, Nikos;  Deutsch, Eric;  Ferte, Charles
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/29
The effect of multi-dimensional indicators on urban thermal conditions 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2018, 卷号: 177, 页码: 115-123
作者:  Alavipanah, Saddrodin;  Schreyer, Johannes;  Haase, Dagmar;  Lakes, Tobia;  Qureshi, Salman
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
3D modeling  Urban morphology  Urban ecology  Building shadows  Urban heat island  Boosted regression tree analysis  
Machine learning approach to locate desert locust breeding areas based on ESA CCI soil moisture 期刊论文
发表期刊: JOURNAL OF APPLIED REMOTE SENSING. 出版年: 2018, 卷号: 12, 期号: 3
作者:  Gomez, Diego;  Salvador, Pablo;  Sanz, Julia;  Casanova, Carlos;  Taratiel, Daniel;  Luis Casanova, Jose
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/29
breeding areas  desert locust  machine learning  remote sensing  soil moisture  
Multi-step ahead forecasting of daily global and direct solar radiation: A review and case study of Ghardaia region 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2018, 卷号: 201, 页码: 716-734
作者:  Guermoui, Mawloud;  Melgani, Farid;  Danilo, Celine
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/29
Solar resource estimation  Forecasting  Global solar radiation  Direct solar radiation  Gaussian process regression  
Groundwater spring potential modelling: Comprising the capability and robustness of three different modeling approaches 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2018, 卷号: 565, 页码: 248-261
作者:  Rahmati, Omid;  Naghibi, Seyed Amir;  Shahabi, Himan;  Dieu Tien Bui;  Pradhan, Biswajeet;  Azareh, Ali;  Rafiei-Sardooi, Elham;  Samani, Aliakbar Nazari;  Melesse, Assefa M.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
Hybrid model  Groundwater spring  Robustness  GIS  Logistic model tree  
Alzheimer’s Disease Detection Using Extreme Learning Machine, Complex Dual Tree Wavelet Principal Coefficients and Linear Discriminant Analysis 期刊论文
发表期刊: JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS. 出版年: 2018, 卷号: 8, 期号: 5, 页码: 881-890
作者:  Jha, Debesh;  Alam, Saruar;  Pyun, Jae-Young;  Lee, Kun Ho;  Kwon, Goo-Rak
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Alzheimer’s Disease  Computer-Aided Diagnosis  Dual-Tree Complex Wavelet Transform  Principal Component Analysis  Linear Discriminant Analysis  Extreme Learning Machine  Alzheimer’s Disease Neuroimaging Initiative  Open Access Series of Imaging Studies