兰州大学机构库

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Machine learning-aided protein identification from multidimensional signatures 期刊论文
LAB ON A CHIP, 2021, 卷号: 21, 期号: 15, 页码: 2922-2931
Authors:  Zhang, Yuewen;  Wright, Maya A.;  Saar, Kadi L.;  Challa, Pavankumar;  Morgunov, Alexey S.;  Peter, Quentin A. E.;  Devenish, Sean;  Dobson, Christopher M.;  Knowles, Tuomas P. J.
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Hyperspectral monitor of soil chromium contaminant based on deep learning network model in the Eastern Junggar coalfield 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2021, 卷号: 257
Authors:  Wang, Yuan;  Ma, Hongbing;  Wang, Jingzhe;  Liu, Li;  Pietikainen, Matti;  Zhang, Zipeng;  Chen, Xiangyue
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Soil hyperspectrumSoil heavy metal pollutionData enhancement (DA)Support vector machine (SVM)k-nearest neighbour (KNN)Deep neural network (DNN)  
GIS-based comparative study of Bayes network, Hoeffding tree and logistic model tree for landslide susceptibility modeling 期刊论文
CATENA, 2021, 卷号: 203
Authors:  Chen, WW(谌文武);  Zhang, Shuai
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Landslide susceptibility assessment  Frequency Ratio  Machine learning  Muchuan County  
Investment in science can mitigate the negative impacts of land use on declining primate populations 期刊论文
AMERICAN JOURNAL OF PRIMATOLOGY, 2021, 卷号: 83, 期号: 8
Authors:  Zhao, Xumao;  Li, Xinrui;  Garber, Paul A.;  Qi, Xinzhang;  Xiang, Zuofu;  Liu, Xiang;  Lian, Zhongmin;  Li, Ming
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conservation  human activities  human poverty  scientific research  protected areas  
A 1 km resolution soil organic carbon dataset for frozen ground in the Third Pole 期刊论文
EARTH SYSTEM SCIENCE DATA, 2021, 卷号: 13, 期号: 7, 页码: 3453-3465
Authors:  Wang, Dong;  Wu, Tonghua;  Zhao, Lin;  Mu, Cuicui;  Li, Ren;  Wei, Xianhua;  Hu, Guojie;  Zou, Defu;  Zhu, Xiaofan;  Chen, Jie...Wang, Dong;  Wu, Tonghua;  Zhao, Lin;  Mu, Cuicui;  Li, Ren;  Wei, Xianhua;  Hu, Guojie;  Zou, Defu;  Zhu, Xiaofan;  Chen, Jie;  Hao, Junmin;  Ni, Jie;  Li, Xiangfei;  Ma, Wensi;  Wen, Amin;  Shang, Chengpeng;  La, Yune;  Ma, Xin;  Wu, Xiaodong
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Inferring the dynamics of black-box systems using a learning machine 期刊论文
SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY, 2021, 卷号: 64, 期号: 7
Authors:  Zhao, Hong
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prediction  learning machine  inverse problems  black-box system  nonlinear dynamics  
Predicting carbon and water vapor fluxes using machine learning and novel feature ranking algorithms 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 775
Authors:  Cui, X(崔霞);  Goff, Thomas;  Cui, Song;  Menefee, Dorothy;  Wu, Qiang;  Rajan, Nithya;  Nair, Shyam;  Phillips, Nate;  Walker, Forbes
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Eddy covarianceMachine learningFeature rankingSupport vector machineRemote sensing  
Introducing block design in graph neural networks for molecular properties prediction 期刊论文
Chemical Engineering Journal, 2021, 卷号: 414
Authors:  Li, Yuquan;  Li, Pengyong;  Yang, Xing;  Hsieh, Chang-Yu;  Zhang, Shengyu;  Wang, Xiaorui;  Lu, Ruiqiang;  Liu, HX(刘焕香);  Yao, XJ(姚小军)
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Deep learning  Graph algorithms  Large dataset  Learning systems  Neural networks  Quantum theory  Approximate solution  Bioactivity prediction  Graph neural networks  Learning process  Machine learning methods  Many-body quantum systems  Mean absolute error  Molecular properties  
Network Traffic Statistics Method for Resource-Constrained Industrial Project Group Scheduling under Big Data 期刊论文
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 卷号: 2021
Authors:  Huo, Zongjie;  Zhu, W(祝伟);  Pei, Pei
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A method to avoid spatial overfitting in estimation of grassland above-ground biomass on the Tibetan Plateau 期刊论文
Ecological Indicators, 2021, 卷号: 125
Authors:  Yu, Hui;  Wu, Yufeng;  Niu, Liting;  Chai, Yafan;  Feng, QS(冯琦胜);  Wang, Wei;  Liang, TG(梁天刚)
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Decision trees  Forecasting  Learning algorithms  Location  Mean square error  Above ground biomass  Eco-environments  Forward feature selections  Grassland resource  Mean absolute error  Predictive accuracy  Root mean square errors  Sustainable utilization