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The use of statistical and machine learning tools to accurately quantify the energy performance of residential buildings 期刊论文
发表期刊: PEERJ COMPUTER SCIENCE. 出版年: 2022, 卷号: 8
作者:  Ibrahim, Dina M.;  Almhafdy, Abdulbasit;  Al-Shargabi, Amal A.;  Alghieth, Manal;  Elragi, Ahmed;  Chiclana, Francisco
收藏  |  浏览/下载：26/0  |  提交时间：2022/03/17
Buildings characteristics  Cooling load  Heating load  Energy consumption  Statistical analysis  
Landscape Perception Identification and Classification Based on Electroencephalogram (EEG) Features 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 出版年: 2022, 卷号: 19, 期号: 2
作者:  Wang, Yuting;  Wang, Shujian;  Xu, Ming
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
unmanned aerial vehicle (UAV)  electroencephalogram (EEG) features  landscape perception  machine learning  
Harnessing Crop Wild Diversity for Climate Change Adaptation 期刊论文
发表期刊: GENES. 出版年: 2021, 卷号: 12, 期号: 5
作者:  Cortes, Andres J.;  Lopez-Hernandez, Felipe
收藏  |  浏览/下载：11/0  |  提交时间：2021/07/30
abiotic stress tolerance  genebanks  germplasm collections  ex situ conservation  genetic adaptation  genome-wide selection scans (GWSS)  genome–  environment associations (GEA)  genomic prediction (GP)  machine learning (ML)  
Groundwater recharge potential zonation using an ensemble of machine learning and bivariate statistical models 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2021, 卷号: 11, 期号: 1
作者:  Jaafarzadeh, Maryam Sadat;  Tahmasebipour, Naser;  Haghizadeh, Ali;  Pourghasemi, Hamid Reza;  Rouhani, Hamed
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/29
Tumor Immune Microenvironment Characterization in Hepatocellular Carcinoma Identifies Four Prognostic and Immunotherapeutically Relevant Subclasses 期刊论文
发表期刊: FRONTIERS IN ONCOLOGY. 出版年: 2021, 卷号: 10
作者:  Gao, Xingxing;  Huang, Hechen;  Wang, Yubo;  Pan, Caixu;  Yin, Shengyong;  Zhou, Lin;  Zheng, Shusen
收藏  |  浏览/下载：19/0  |  提交时间：2021/07/30
tumor microenvironment  carcinoma  hepatocellular  cancer immunology  classification  machine learning  
Machine Learning for Diagnosis of AD and Prediction of MCI Progression From Brain MRI Using Brain Anatomical Analysis Using Diffeomorphic Deformation 期刊论文
发表期刊: FRONTIERS IN NEUROLOGY. 出版年: 2021, 卷号: 11
作者:  Syaifullah, Ali Haidar;  Shiino, Akihiko;  Kitahara, Hitoshi;  Ito, Ryuta;  Ishida, Manabu;  Tanigaki, Kenji
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
artificial inteligence  cognitive impairment  Alzheheimer&apos  s disease  machine learning  support vector machine  magnetic resonance imaging  ADNI  
Diagnosis of Alzheimer Disease Using 2D MRI Slices by Convolutional Neural Network 期刊论文
发表期刊: APPLIED BIONICS AND BIOMECHANICS. 出版年: 2021, 卷号: 2021
作者:  Al-Khuzaie, Fanar E. K.;  Bayat, Oguz;  Duru, Adil D.
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
Classification Efficacy Using K-Fold Cross-Validation and Bootstrapping Resampling Techniques on the Example of Mapping Complex Gully Systems 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 15
作者:  Phinzi, Kwanele;  Abriha, David;  Szabo, Szilard
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/29
satellite imagery  gully mapping  machine learning  random forest  support vector machines  South Africa  semi-arid environment  
Extracting Information on Rocky Desertification from Satellite Images: A Comparative Study 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 13
作者:  Pu, Junwei;  Zhao, Xiaoqing;  Dong, Pinliang;  Wang, Qian;  Yue, Qifa
收藏  |  浏览/下载：10/0  |  提交时间：2021/07/30
rocky desertification  open-access satellite image  information extraction  machine-learning algorithms  southwest China  
Machine Learning Prediction Models for Mechanically Ventilated Patients: Analyses of the MIMIC-III Database 期刊论文
发表期刊: FRONTIERS IN MEDICINE. 出版年: 2021, 卷号: 8
作者:  Zhu, Yibing;  Zhang, Jin;  Wang, Guowei;  Yao, Renqi;  Ren, Chao;  Chen, Ge;  Jin, Xin;  Guo, Junyang;  Liu, Shi;  Zheng, Hua;  Chen, Yan;  Guo, Qianqian;  Li, Lin;  Du, Bin;  Xi, Xiuming;  Li, Wei;  Huang, Huibin;  Li, Yang;  Yu, Qian
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/19
prediction model  machine learning  mechanical ventilation  intensive care unit  death