兰州大学机构库

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A Real-Time and Adaptive-Learning Malware Detection Method Based on API-Pair Graph 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 208120-208135
Authors:  S. Yang;  S. Li;  W. Chen;  Y. Liu
Adobe PDF(3734Kb)  |  Favorite  |    Submit date:2020/12/18
Malware detection  adaptive learning  real-time detection  API-pair graph  deep learning  
Distributed Robust Adaptive Learning Coordination Control for High-Order Nonlinear Multi-Agent Systems With Input Saturation 期刊论文
IEEE Access, 2019, 卷号: 8, 页码: 9953-9964
Authors:  N. Yang;  J. Li
Adobe PDF(1565Kb)  |  Favorite  |    Submit date:2020/12/18
Adaptive coordination control  iterative learning control  high-order nonlinear multi-agent systems  input saturation  
MLLBC: A Machine Learning Toolbox for Modeling the Loss Rate of the Lining Bearing Capacity 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 50256-50267
Authors:  Zhang, Sen;  Wu, Wanyin;  Yang, Zhao;  Lin, Xu;  Ren, Zhihua;  Yan, ZX(言志信)
Adobe PDF(7651Kb)  |  Favorite  |    Submit date:2020/08/04
Machine learning  Data models  Tools  Load modeling  Analytical models  Finite element analysis  Neural networks  Toolbox  the loss rate of the lining bearing capacity  machine learning  tunnel health  
Using Cost-Sensitive Learning and Feature Selection Algorithms to Improve the Performance of Imbalanced Classification 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 69979-69996
Authors:  Feng, Fang;  Li, Kuan-Ching;  Shen, Jun;  Zhou, QG(周庆国);  Yang, Xuhui
Adobe PDF(2508Kb)  |  Favorite  |    Submit date:2020/07/21
Feature extraction  Support vector machines  Linear programming  Credit cards  Prediction algorithms  Indexes  Licenses  
Deep Autoencoder for Mass Spectrometry Feature Learning and Cancer Detection 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 45156-45166
Authors:  Zhou, QG(周庆国);  Yong, BB(雍宾宾);  Lv, Qingquan;  Shen, Jun;  Wang, Xin
Adobe PDF(8831Kb)  |  Favorite  |    Submit date:2020/08/20
Cancer  Mass spectroscopy  Cancer detection  Feature extraction  Tumors  Proteomics  Machine learning  Early cancer diagnosis  deep autoencoder  particle swarm optimization  mass spectrometry feature learning  
An Edge Based Multi-Agent Auto Communication Method for Traffic Light Control 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 15
Authors:  Wu, Qiang;  Wu, Jianqing;  Shen, Jun;  Yong, Binbin;  Zhou, Qingguo
Adobe PDF(1806Kb)  |  Favorite  |    Submit date:2020/12/16
ITS  IoT  reinforcement learning  MRAL  multi-agent  MAAC  edge computing  
An efficient approach for electric load forecasting using distributed ART (adaptive resonance theory) & HS-ARTMAP (Hyper-spherical ARTMAP network) neural network 期刊论文
ENERGY, 2011, 卷号: 36, 期号: 2, 页码: 1340-1350
Authors:  Cai, Yuan;  Wang, Jian-zhou;  Tang, Yun;  Yang, Yu-chen
Adobe PDF(626Kb)  |  Favorite  |    Submit date:2015/12/16
ART (adaptive resonance theory)  Distributed ART  RBF (Radial Basis Function)  Load forecasting  Neural network  Distributed ART & HS-ARTMAP  
Ubiquitous Depression Detection of Sleep Physiological Data by Using Combination Learning and Functional Networks 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 94220-94235
Authors:  Zhang, Bingtao;  Zhou, Wenying;  Cai, HS(蔡涵书);  Su, Yun;  Wang, Jinfeng;  Zhang, Zhonglin;  Lei, Tao
Adobe PDF(2229Kb)  |  Favorite  |    Submit date:2020/07/13
Physiology  Sleep  Electrodes  Instruments  Feature extraction  Diseases  Data acquisition  Ubiquitous depression detection  functional networks  combination learning  sleep physiological data  
Research and application of hybrid wind-energy forecasting models based on cuckoo search optimization 期刊论文
Energies, 2019, 卷号: 12, 期号: 19
Authors:  Hou, Ru;  Yang, Y(杨裔);  Yuan, Qingcong;  Chen, Yanhua
Adobe PDF(3384Kb)  |  Favorite  |    Submit date:2020/08/20
wind speed forecasting  data pre-analysis  parameter optimization  cuckoo search algorithm  
An adaptive fuzzy combination model based on self-organizing map and support vector regression for electric load forecasting 期刊论文
ENERGY, 2012, 卷号: 37, 期号: 1, 页码: 657-664
Authors:  Che, Jinxing;  Wang, Jianzhou;  Wang, Guangfu
Adobe PDF(497Kb)  |  Favorite  |    Submit date:2015/12/16
Electric load prediction  Support vector regression  Fuzzy membership function  Self-organizing map (SOM)