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Kernel reconstruction learning
期刊论文
NEUROCOMPUTING, 2023, 卷号: 522, 页码: 1-10
作者:
Wu, Yun
;
Xiong, Shifeng
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2023/02/07
Kernel method
Representer theorem
Interpolation
Classification
Density estimation
Sequential algorithm
Discriminating BTX Molecules by the Nonselective Metal Oxide Sensor-Based Smart Sensing System
期刊论文
ACS SENSORS, 2021, 卷号: 6
作者:
Liu, Hongyu
;
Meng, Gang
;
Deng, Zanhong
;
Nagashima, Kazuki
;
Wang, Shimao
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2022/03/21
BTX molecules
xylene isomer classification
temperature modulation
deep learning algorithm
smart sensing system
An improved pattern-based prediction model for a class of industrial processes
期刊论文
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2021, 卷号: 44, 期号: 7, 页码: 1410-1423
作者:
Wang, Mushu
;
Lu, Yanrong
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2022/03/01
Pattern moving
covering algorithm
constructive neural network
pattern classification
system modeling
complex production process
Wind Power Short-Term Forecasting Model Based on the Hierarchical Output Power and Poisson Re-Sampling Random Forest Algorithm
期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 6478-6487
作者:
Hao, Jie
;
Zhu, Changsheng
;
Guo, Xiuting
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/03/02
Decision trees
Economics
Electric power system interconnection
Electric utilities
Predictive analytics
Random forests
Statistical tests
Weather forecasting
Wind power
Chi-square tests
Classification models
Random forest algorithm
Real time characteristics
Short term prediction
Short-term forecasting
Short-term wind power forecasting
Wind power predictions
A Novel Genetic Algorithm-XGBoost Based Intrusion Detection Method
会议论文
Chongqing, China, June 18-20, 2021
作者:
Sun YY(孙莹莹)
;
Song CH(宋纯贺)
;
Yu SM(于诗矛)
;
Pan H(潘昊)
;
Li T(李桐)
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/10/17
XGBoost
genetic algorithm
classification
NSL-KDD
prediction
A Surrogate-Assisted Many-Objective Evolutionary Algorithm Using Multi- Classification and Coevolution for Expensive Optimization Problems
期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 159160-159174
作者:
Wang, Ruoyu
;
Zhou, Yuee
;
Chen HN(陈瀚宁)
;
Ma LB(马连博)
;
Zheng M(郑萌)
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/12/20
Statistics
Sociology
Optimization
Computational modeling
Evolutionary computation
Training
Linear programming
Coevolution
expensive optimization
multi-classification
surrogate-assisted evolutionary algorithm
Prediction model of rock mass class using classification and regression tree integrated AdaBoost algorithm based on TBM driving data
期刊论文
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2020, 卷号: 106, 页码: 13
作者:
Liu, Quansheng
;
Wang, Xinyu
;
Huang, Xing
;
Yin, Xin
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/05/25
TBM
Rock mass classification
Integrated algorithm
AdaBoost-CART model
SMOTE
An Automated Method for Surface Ice/Snow Mapping Based on Objects and Pixels from Landsat Imagery in a Mountainous Region
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 3, 页码: 19
作者:
Wang, Xuecheng
;
Gao, Xing
;
Zhang, Xiaoyan
;
Wang, Wei
;
Yang, Fei
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/05/19
ice
snow
Landsat
watershed algorithm
image segmentation
classification threshold
Item Response Theory Based Ensemble in Machine Learning
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 621-636
作者:
Ziheng Chen
;
Hongshik Ahn
收藏
  |  
浏览/下载:72/0
  |  
提交时间:2021/02/22
Classification
ensemble learning
item response theory
machine learning
expectation maximization (EM) algorithm.
Accurate Classification of EEG Signals Using Neural Networks Trained by Hybrid Population-physic-based Algorithm
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 108-122
作者:
Sajjad Afrakhteh
;
Mohammad-Reza Mosavi
;
Mohammad Khishe
;
Ahmad Ayatollahi
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/02/22
Brain-computer interface (BCI)
classification
electroencephalography (EEG)
gravitational search algorithm (GSA)
multi-layer perceptron neural network (MLP-NN)
particle swarm optimization.
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