Daren Yu

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 15

Top Topics

Ensemble Learning

Weather Prediction

Historical Information

Top Venues

Earth Sci. Informatics

Expert Syst. Appl.

Publications

Zhihao Zhou, Wei Zhang, Peng Yao, Zhenhua Long, Mingling Bai, Jinfu Liu, Daren Yu
More realistic degradation trend prediction for gas turbine based on factor analysis and multiple penalty mechanism loss function. Reliab. Eng. Syst. Saf. 247 (2024)
Mingliang Bai, Zhihao Zhou, Jingjing Li, Yunxiao Chen, Jinfu Liu, Xinyu Zhao, Daren Yu
Deep graph gated recurrent unit network-based spatial-temporal multi-task learning for intelligent information fusion of multiple sites with application in short-term spatial-temporal probabilistic forecast of photovoltaic power. Expert Syst. Appl. 240 (2024)
Mingliang Bai, Zhihao Zhou, Yunxiao Chen, Jinfu Liu, Daren Yu
Accurate four-hour-ahead probabilistic forecast of photovoltaic power generation based on multiple meteorological variables-aided intelligent optimization of numeric weather prediction data. Earth Sci. Informatics 16 (3) (2023)
Yunxiao Chen, Mingliang Bai, Yilan Zhang, Jinfu Liu, Daren Yu
Error revision during morning period for deep learning and multi-variable historical data-based day-ahead solar irradiance forecast: towards a more accurate daytime forecast. Earth Sci. Informatics 16 (3) (2023)
Yunxiao Chen, Mingliang Bai, Yilan Zhang, Jinfu Liu, Daren Yu
Multivariable space-time correction for wind speed in numerical weather prediction (NWP) based on ConvLSTM and the prediction of probability interval. Earth Sci. Informatics 16 (3) (2023)
Mingliang Bai, Yunxiao Chen, Zhihao Zhou, Zhenhua Long, Jinfu Liu, Daren Yu
Deep attention convolutional neural network-based adaptive multi-source information fusion for accurate short-term photovoltaic power forecast. ISGT EUROPE (2023)
Mingliang Bai, Zhihao Zhou, Ruidong Wang, Yusheng Yang, Zizhen Qin, Yunxiao Chen, Chunjin Mu, Jinfu Liu, Daren Yu
HouYi: An open-source large language model specially designed for renewable energy and carbon neutrality field. CoRR (2023)
Mingliang Bai, Yunxiao Chen, Xinyu Zhao, Jinfu Liu, Daren Yu
Deep attention ConvLSTM-based adaptive fusion of clear-sky physical prior knowledge and multivariable historical information for probabilistic prediction of photovoltaic power. Expert Syst. Appl. 202 (2022)
Mingliang Bai, Xinyu Zhao, Zhenhua Long, Jinfu Liu, Daren Yu
Short-term probabilistic photovoltaic power forecast based on deep convolutional long short-term memory network and kernel density estimation. CoRR (2021)
Jinfu Liu, Mingliang Bai, Na Jiang, Daren Yu
Structural risk minimization of rough set-based classifier. Soft Comput. 24 (3) (2020)
Qiang Li, Peigang Yan, Jinfu Liu, Yuanhao Shi, Daren Yu
Prediction of Pollution State of Heating Surface in Coal-Fired Utility Boilers. IEEE Access 8 (2020)
Jie Wan, Jinfu Liu, Guorui Ren, Yufeng Guo, Wenbo Hao, Jilai Yu, Daren Yu
A universal power-law model for wind speed uncertainty. Clust. Comput. 22 (Supplement) (2019)
Jinfu Liu, Mingliang Bai, Na Jiang, Daren Yu
A novel measure of attribute significance with complexity weight. Appl. Soft Comput. 82 (2019)
Jie Wan, Guorui Ren, Jinfu Liu, Qinghua Hu, Daren Yu
Ultra-short-term wind speed prediction based on multi-scale predictability analysis. Clust. Comput. 19 (2) (2016)
Jie Wan, Jinfu Liu, Guorui Ren, Yufeng Guo, Daren Yu, Qinghua Hu
Day-Ahead Prediction of Wind Speed with Deep Feature Learning. Int. J. Pattern Recognit. Artif. Intell. 30 (5) (2016)
Weiwei Pan, Qinghua Hu, Yanping Song, Daren Yu
Feature selection for monotonic classification via maximizing monotonic dependency. Int. J. Comput. Intell. Syst. 7 (3) (2014)
Qinghua Hu, Leijun Li, Xiangqian Wu, Gerald Schaefer, Daren Yu
Exploiting diversity for optimizing margin distribution in ensemble learning. Knowl. Based Syst. 67 (2014)
Leijun Li, Qinghua Hu, Xiangqian Wu, Daren Yu
Exploration of classification confidence in ensemble learning. Pattern Recognit. 47 (9) (2014)
Zhuchun Li, Xiaoping Xue, Daren Yu
Synchronization and Transient Stability in Power Grids Based on Łojasiewicz Inequalities. SIAM J. Control. Optim. 52 (4) (2014)
Leijun Li, Bo Zou, Qinghua Hu, Xiangqian Wu, Daren Yu
Dynamic classifier ensemble using classification confidence. Neurocomputing 99 (2013)
Leijun Li, Qinghua Hu, Xiangqian Wu, Daren Yu
Exploring Margin for Dynamic Ensemble Selection. RSKT (2013)
Qinghua Hu, Lei Zhang, Shuang An, David Zhang, Daren Yu
On Robust Fuzzy Rough Set Models. IEEE Trans. Fuzzy Syst. 20 (4) (2012)
Daren Yu, Xiaopeng Zhang, Jinfu Liu, Qiang Wang
Knowledge discovery based on statistics of MDI Magnetogram. FSKD (2012)
Ming-Yang Wang, Guang Yu, Jianzhong Xu, Hui-Xin He, Daren Yu, Shuang An
Development a case-based classifier for predicting highly cited papers. J. Informetrics 6 (4) (2012)
Qinghua Hu, Xunjian Che, Lei Zhang, David Zhang, Maozu Guo, Daren Yu
Rank Entropy-Based Decision Trees for Monotonic Classification. IEEE Trans. Knowl. Data Eng. 24 (11) (2012)
Qinghua Hu, Weiwei Pan, Yanping Song, Daren Yu
Large-margin feature selection for monotonic classification. Knowl. Based Syst. 31 (2012)
Qinghua Hu, Weiwei Pan, Lei Zhang, David Zhang, Yanping Song, Maozu Guo, Daren Yu
Feature Selection for Monotonic Classification. IEEE Trans. Fuzzy Syst. 20 (1) (2012)
Ming-Yang Wang, Guang Yu, Shuang An, Daren Yu
Discovery of factors influencing citation impact based on a soft fuzzy rough set model. Scientometrics 93 (3) (2012)
Shuang An, Qinghua Hu, Daren Yu, Jinfu Liu
Soft Minimum-Enclosing-Ball Based Robust Fuzzy Rough Sets. Fundam. Informaticae 115 (2-3) (2012)
Ming-Yang Wang, Guang Yu, Daren Yu
Mining typical features for highly cited papers. Scientometrics 87 (3) (2011)
Daren Yu, Shuang An, Qinghua Hu
Fuzzy Mutual Information Based min-Redundancy and Max-Relevance Heterogeneous Feature Selection. Int. J. Comput. Intell. Syst. 4 (4) (2011)
Qinghua Hu, Daren Yu, Witold Pedrycz, Degang Chen
Kernelized Fuzzy Rough Sets and Their Applications. IEEE Trans. Knowl. Data Eng. 23 (11) (2011)
Qinghua Hu, Shuang An, Xiao Yu, Daren Yu
Robust fuzzy rough classifiers. Fuzzy Sets Syst. 183 (1) (2011)
Shuang An, Qinghua Hu, Daren Yu
Case-Based Classifiers with Fuzzy Rough Sets. RSKT (2011)
Daren Yu, Xiao Yu, Qinghua Hu, Jinfu Liu, Anqi Wu
Dynamic time warping constraint learning for large margin nearest neighbor classification. Inf. Sci. 181 (13) (2011)
Qinghua Hu, Pengfei Zhu, Yongbin Yang, Daren Yu
Large-margin nearest neighbor classifiers via sample weight learning. Neurocomputing 74 (4) (2011)
Qinghua Hu, Witold Pedrycz, Daren Yu, Jun Lang
Selecting Discrete and Continuous Features Based on Neighborhood Decision Error Minimization. IEEE Trans. Syst. Man Cybern. Part B 40 (1) (2010)
Qinghua Hu, Maozu Guo, Daren Yu, Jinfu Liu
Information entropy for ordinal classification. Sci. China Inf. Sci. 53 (6) (2010)
Qinghua Hu, Pengfei Zhu, Jinfu Liu, Yongbin Yang, Daren Yu
Feature Selection via Maximizing Fuzzy Dependency. Fundam. Informaticae 98 (2-3) (2010)
Qinghua Hu, Lei Zhang, Degang Chen, Witold Pedrycz, Daren Yu
Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications. Int. J. Approx. Reason. 51 (4) (2010)
Rui Zhou, Wen Bao, Ning Li, Xin Huang, Daren Yu
Mechanical equipment fault diagnosis based on redundant second generation wavelet packet transform. Digit. Signal Process. 20 (1) (2010)
Qinghua Hu, Xunjian Che, Lei Zhang, Daren Yu
Feature evaluation and selection based on neighborhood soft margin. Neurocomputing 73 (10-12) (2010)
Guang Yu, Ming-Yang Wang, Daren Yu
Characterizing knowledge diffusion of Nanoscience & Nanotechnology by citation analysis. Scientometrics 84 (1) (2010)
Shuang An, Qinghua Hu, Daren Yu
A Robust Fuzzy Rough Set Model Based on Minimum Enclosing Ball. RSKT (2010)
Qinghua Hu, Shuang An, Daren Yu
Soft fuzzy rough sets for robust feature evaluation and selection. Inf. Sci. 180 (22) (2010)
Qinghua Hu, Daren Yu, Maozu Guo
Fuzzy preference based rough sets. Inf. Sci. 180 (10) (2010)
Guang Yu, Yijun Li, Daren Yu
Simulation study of the inventory effect of the scientific paper publishing process. J. Inf. Sci. 35 (4) (2009)
Qinghua Hu, Degang Chen, Daren Yu, Witold Pedrycz
Kernelized Fuzzy Rough Sets. RSKT (2009)
Qinghua Hu, Jinfu Liu, Daren Yu
Stability Analysis on Rough Set Based Feature Evaluation. RSKT (2008)
Qinghua Hu, Zongxia Xie, Daren Yu
Comments on "Fuzzy Probabilistic Approximation Spaces and Their Information Measures". IEEE Trans. Fuzzy Syst. 16 (2) (2008)
Qinghua Hu, Daren Yu, Zongxia Xie
Neighborhood classifiers. Expert Syst. Appl. 34 (2) (2008)
Qinghua Hu, Daren Yu, Jinfu Liu, Congxin Wu
Neighborhood rough set based heterogeneous feature subset selection. Inf. Sci. 178 (18) (2008)
Qinghua Hu, Jinfu Liu, Daren Yu
Mixed feature selection based on granulation and approximation. Knowl. Based Syst. 21 (4) (2008)
Jinfu Liu, Qinghua Hu, Daren Yu
A comparative study on rough set based class imbalance learning. Knowl. Based Syst. 21 (8) (2008)
Shuang An, Qinghua Hu, Daren Yu
Fuzzy Entropy based Max-Relevancy and Min-Redundancy Feature Selection. GrC (2008)
Guang Yu, Daren Yu
Design and simulation on the publication delay control system. Scientometrics 76 (3) (2008)
Qinghua Hu, Daren Yu, Congxin Wu
Fuzzy Preference Relation Rough Sets. GrC (2008)
Jinfu Liu, Qinghua Hu, Daren Yu
A weighted rough set based method developed for class imbalance learning. Inf. Sci. 178 (4) (2008)
Xueshen Sui, Qinghua Hu, Daren Yu, Zongxia Xie, Zhongying Qi
A Hybrid Method for Forecasting Stock Market Trend Using Soft-Thresholding De-noise Model and SVM. RSFDGrC (2007)
Qinghua Hu, Daren Yu, Zongxia Xie, Xiaodong Li
EROS: Ensemble rough subspaces. Pattern Recognit. 40 (12) (2007)
Qinghua Hu, Daren Yu, Zongxia Xie
Selecting Samples and Features for SVM Based on Neighborhood Model. RSFDGrC (2007)
Jinfu Liu, Daren Yu
A Weighted Rough Set Approach for Cost-Sensitive Learning. RSFDGrC (2007)
Daren Yu, Qinghua Hu, Congxin Wu
Uncertainty measures for fuzzy relations and their applications. Appl. Soft Comput. 7 (3) (2007)
Jinfu Liu, Qinghua Hu, Daren Yu
Weighted Rough Set Learning: Towards a Subjective Approach. PAKDD (2007)
Qinghua Hu, Zongxia Xie, Daren Yu
Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation. Pattern Recognit. 40 (12) (2007)
Qinghua Hu, Hui Zhao, Zongxia Xie, Daren Yu
Consistency Based Attribute Reduction. PAKDD (2007)
Guang Yu, Rui Guo, Daren Yu
The influence of the publication delay on journal rankings according to the impact factor. Scientometrics 67 (2) (2006)
Qinghua Hu, Daren Yu, Zongxia Xie, Jinfu Liu
Fuzzy Probabilistic Approximation Spaces and Their Information Measures. IEEE Trans. Fuzzy Syst. 14 (2) (2006)
Qinghua Hu, Xiaodong Li, Daren Yu
Analysis on Classification Performance of Rough Set Based Reducts. PRICAI (2006)
Zongxia Xie, Qinghua Hu, Daren Yu
Improved Feature Selection Algorithm Based on SVM and Correlation. ISNN (1) (2006)
Qinghua Hu, Daren Yu, Zongxia Xie
Information-preserving hybrid data reduction based on fuzzy-rough techniques. Pattern Recognit. Lett. 27 (5) (2006)
Guang Yu, Daren Yu, Yijun Li
A simulation study of the periodicals' publication delay control process. Scientometrics 63 (1) (2005)
Zongxia Xie, Qinghua Hu, Daren Yu
Fuzzy Output Support Vector Machines for Classification. ICNC (3) (2005)
Qinghua Hu, Daren Yu
An Improved Clustering Algorithm for Information Granulation. FSKD (1) (2005)
Qinghua Hu, Daren Yu, Zongxia Xie
Hybrid Attribute Reduction for Classification Based on A Fuzzy Rough Set Technique. SDM (2005)
Qinghua Hu, Daren Yu
Diversity Measure for Multiple Classifier Systems. FSKD (1) (2005)
Qinghua Hu, Daren Yu, Ming-Yang Wang
Constructing Rough Decision Forests. RSFDGrC (2) (2005)
Qinghua Hu, Daren Yu
Entropies Of Fuzzy Indiscernibility Relation And Its Operations. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 12 (5) (2004)
Guang Yu, Daren Yu, Yijun Li
The universal expression of periodical average publication delay at steady state. Scientometrics 60 (2) (2004)
Guang Yu, Daren Yu, Yihong Rong
The mathematical models of the periodical literature publishing process. Inf. Process. Manag. 36 (3) (2000)