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One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935
Authors:  Zhang, Miao;  Li, Huiqi;  Pan, Shirui;  Chang, Xiaojun;  Zhou, Chuan;  Ge, Zongyuan;  Su, Steven
Favorite  |  View/Download:1/0  |  Submit date:2021/10/26
Computer architecture  Training  Optimization  Neural networks  Search methods  Australia  Germanium  AutoML  neural architecture search  continual learning  catastrophic forgetting  novelty search  
A time-discrete and zero-adjusted gamma process model with application to degradation analysis 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 560, 页码: 10
Authors:  Song, Kai;  Shi, Jian;  Yi, Xiaojian
Favorite  |  View/Download:15/0  |  Submit date:2021/01/14
Gamma process  Zero-adjusted  Time-discrete  Goodness-of-fit  Predictive performance  
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
Authors:  Xiao, Jin;  Jia, Yanlin;  Jiang, Xiaoyi;  Wang, Shouyang
Favorite  |  View/Download:8/0  |  Submit date:2021/04/26
Biological system modeling  Data models  Biological neural networks  Predictive models  Neurons  Mathematical model  Complex-valued external criterion  complex-valued group method of data handling (GMDH)-type neural network  parameter estimation  real-valued classification  
Forecasting crude oil price with multilingual search engine data 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 551, 页码: 14
Authors:  Li, Jingjing;  Tang, Ling;  Wang, Shouyang
Favorite  |  View/Download:27/0  |  Submit date:2020/06/30
Big data  Multilingual search engine index  Crude oil price forecasting  Google Trends  Artificial intelligence  
A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
Authors:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie;  Zhang, Guowei
Favorite  |  View/Download:22/0  |  Submit date:2020/06/30
Forecasting  Exchange rates  Predictive models  Self-organizing feature maps  Clustering algorithms  exchange rates forecasting  kernel-based extreme learning machine (KELM)  nonlinear ensemble  
基于杠杆效应和结构突变的HAR族模型及其对股市波动率的预测研究 期刊论文
系统工程理论与实践, 2020, 卷号: 40.0, 期号: 005, 页码: 1113-1133
Authors:  龚旭;  曹杰;  文凤华;  杨晓光
Favorite  |  View/Download:69/0  |  Submit date:2021/01/14
HAR-RV模型  杠杆效应  结构突变  ICSS算法  MCS检验  
Predicting disease-related genes by path structure and community structure in protein-protein networks 期刊论文
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2018, 页码: 22
Authors:  Hu, Ke;  Hu, Jing-Bo;  Tang, Liang;  Xiang, Ju;  Ma, Jin-Long;  Gao, Yuan-Yuan;  Li, Hui-Jia;  Zhang, Yan
Favorite  |  View/Download:30/0  |  Submit date:2019/01/11
random graphs  networks  protein interaction networks  
On comparison of modified ADRCs for nonlinear uncertain systems with time delay 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 7, 页码: 15
Authors:  Chen, Sen;  Xue, Wenchao;  Zhong, Sheng;  Huang, Yi
Favorite  |  View/Download:32/0  |  Submit date:2018/07/30
extended state observer  active disturbance rejection control  uncertain system  time delay  predictor  
oncomparisonofmodifiedadrcsfornonlinearuncertainsystemswithtimedelay 期刊论文
sciencechinainformationscience, 2018, 卷号: 061, 期号: 007, 页码: 070223
Authors:  Chen Sen;  Xue Wenchao;  Zhong Sheng;  Huang Yi
Favorite  |  View/Download:24/0  |  Submit date:2020/01/10
Stable prediction in high-dimensional linear models 期刊论文
STATISTICS AND COMPUTING, 2017, 卷号: 27, 期号: 5, 页码: 1401-1412
Authors:  Lin, Bingqing;  Wang, Qihua;  Zhang, Jun;  Pang, Zhen
Favorite  |  View/Download:38/0  |  Submit date:2018/07/30
Model averaging  Variable selection  Penalized regression  Screening