兰州大学机构库

Browse/Search Results:  1-10 of 36 Help

Selected(0)Clear Items/Page:    Sort:
Use of extreme gradient boosting, light gradient boosting machine, and deep neural networks to evaluate the activity stage of extraocular muscles in thyroid-associated ophthalmopathy 期刊论文
GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, 2023
Authors:  Li, Yunfei;  Ma, Jingyu;  Xiao, Jun;  Wang, Yujiao;  He, Weimin
Favorite  |    Submit date:2023/11/28
Thyroid-associated ophthalmopathy  Disease activity  Machine learning  Extreme gradient boosting  Light gradient boosting machine  Deep neural networks  
AI-Based Susceptibility Analysis of Shallow Landslides Induced by Heavy Rainfall in Tianshui, China 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 9
Authors:  Qi, Tianjun;  Zhao, Y(赵妍);  Meng, Xingmin;  Chen, Guan;  Dijkstra, Tom
Adobe PDF(8520Kb)  |  Favorite  |    Submit date:2021/06/17
heavy rainfalllandslide inventorymachine learningsusceptibility mapping  Machine learning  Rain  Remote sensing  Geomorphic conditions  Landslide inventories  Landslide susceptibility  Landslide susceptibility assessments  Machine learning models  Normalized differences  Remote sensing images  Susceptibility analysis  
基于机器学习的渔船轨迹数据挖掘与行为识别模型 学位论文
应用统计硕士, 兰州: 兰州大学, 2020
Authors:  储倩
Favorite  |    Submit date:2021/12/06
数据挖掘  Word2Vec  行为识别  XGBoost  LightGBM  
The Role of Soil Salinization in Shaping the Spatio-Temporal Patterns of Soil Organic Carbon Stock 期刊论文
Remote Sensing, 2022, 卷号: 14, 期号: 13
Authors:  Zhang, Wenli;  Zhang, Wei;  Liu, YB(刘玉冰);  Zhang, Jutao;  Yang, Linshan;  Wang, ZR(王增如);  Mao, Zhongchao;  Qi, Shi;  Zhang, Chengqi;  Yin, Zhenliang...Zhang, Wenli;  Zhang, Wei;  Liu, YB(刘玉冰);  Zhang, Jutao;  Yang, Linshan;  Wang, ZR(王增如);  Mao, Zhongchao;  Qi, Shi;  Zhang, Chengqi;  Yin, Zhenliang
Favorite  |    Submit date:2022/11/08
Adaptive boosting  Organic carbon  Remote sensing  Sensitivity analysis  Soil surveys  Soils  Watersheds  Arid inland region  Effect on soils  Extreme gradient boosting model  Gradient boosting  Machine-learning  Soil organic carbon  Soil organic Carbon stocks  Soil salinity  Soil salinization  Spatiotemporal patterns  soil salinity  soil organic carbon  machine learning  extreme gradient boosting models  arid inland regions  
SGB-ELM: An Advanced Stochastic Gradient Boosting-Based Ensemble Scheme for Extreme Learning Machine 期刊论文
Computational Intelligence and Neuroscience, 2018
Authors:  Guo, Hua;  Wang, Jikui;  Ao, Wei;  He, Yulin
Favorite  |    Submit date:2019/11/04
基于分类集成的Lendingclub数据中客户违约预测 学位论文
应用统计硕士, 兰州: 兰州大学, 2020
Authors:  刘鑫
Favorite  |    Submit date:2021/12/06
Lending Club  Random Forest  XGBoost  LightGBM  Logistic Regression  SHapley Additive exPlanation  网格搜索  不平衡数据处理  模型融合 论文关键字(英文  关键词之间分号隔开) Lending Club  Random Forest  XGBoost  LightGBM  Logistic Regression  SHapley Additive exPlanation  Grid search algorithm  unbalanced data processing  Stacking model 论文涉及研究方向 机器学习大数据运用在金融风控领域  
机器学习分类算法对航班延误数据的实证分析 学位论文
应用统计硕士, 兰州: 兰州大学, 2023
Authors:  陈云辉
Favorite  |    Submit date:2023/11/15
航班延误预测  Flight Delay Prediction  逻辑回归  Logistic Regression  决策树  Decision Tree  随机森林  Random Forest  XGBoost  XGBoost  LightGBM  LightGBM  准确率  Precision  AUC  AUC  
基于机器学习构建恶性梗阻性黄疸的门诊快速鉴别诊断模型 学位论文
医学硕士, 兰州: 兰州大学, 2023
Authors:  刘浩然
Favorite  |    Submit date:2023/11/15
恶性梗阻性黄疸  malignant obstructive jaundice  机器学习  machine learning  LightGBM  lightGBM  预测模型  predictive model  SHAP  SHAP  
An improved GEV boosting method for imbalanced data classification with application to short-term rainfall prediction 期刊论文
JOURNAL OF HYDROLOGY, 2023, 卷号: 617
Authors:  He, Shuaida;  Li, Zhouping;  Liu, Xinwei
Favorite  |    Submit date:2023/02/22
Boosting methods  Extreme value distribution  Rainfall prediction  Rare events  
基于 WRF 和机器学习混合模型的输电线 覆冰厚度预测研究 学位论文
理学硕士, 兰州: 兰州大学, 2023
Authors:  李晨曦
Favorite  |    Submit date:2023/11/15
中尺度天气预报模式  Mesoscale weather prediction model  输电线覆冰预报系统  transmission line icing prediction System  混合机器学习模型  hybrid machine learning model  Ridge  Ridge  XGBoost  XGBoost  LSTM  LSTM