Daren Yu

According to our database1, Daren Yu authored at least 78 papers between 2000 and 2023.

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Bibliography

2023
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, September, 2023

Multivariable space-time correction for wind speed in numerical weather prediction (NWP) based on ConvLSTM and the prediction of probability interval.
Earth Sci. Informatics, September, 2023

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, September, 2023

HouYi: An open-source large language model specially designed for renewable energy and carbon neutrality field.
CoRR, 2023

Deep attention convolutional neural network-based adaptive multi-source information fusion for accurate short-term photovoltaic power forecast.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

2022
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., 2022

2021
Short-term probabilistic photovoltaic power forecast based on deep convolutional long short-term memory network and kernel density estimation.
CoRR, 2021

2020
Structural risk minimization of rough set-based classifier.
Soft Comput., 2020

Prediction of Pollution State of Heating Surface in Coal-Fired Utility Boilers.
IEEE Access, 2020

2019
A universal power-law model for wind speed uncertainty.
Clust. Comput., 2019

A novel measure of attribute significance with complexity weight.
Appl. Soft Comput., 2019

2016
Day-Ahead Prediction of Wind Speed with Deep Feature Learning.
Int. J. Pattern Recognit. Artif. Intell., 2016

Ultra-short-term wind speed prediction based on multi-scale predictability analysis.
Clust. Comput., 2016

2014
Synchronization and Transient Stability in Power Grids Based on Łojasiewicz Inequalities.
SIAM J. Control. Optim., 2014

Exploration of classification confidence in ensemble learning.
Pattern Recognit., 2014

Exploiting diversity for optimizing margin distribution in ensemble learning.
Knowl. Based Syst., 2014

Feature selection for monotonic classification via maximizing monotonic dependency.
Int. J. Comput. Intell. Syst., 2014

2013
Dynamic classifier ensemble using classification confidence.
Neurocomputing, 2013

Exploring Margin for Dynamic Ensemble Selection.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

2012
Rank Entropy-Based Decision Trees for Monotonic Classification.
IEEE Trans. Knowl. Data Eng., 2012

On Robust Fuzzy Rough Set Models.
IEEE Trans. Fuzzy Syst., 2012

Feature Selection for Monotonic Classification.
IEEE Trans. Fuzzy Syst., 2012

Discovery of factors influencing citation impact based on a soft fuzzy rough set model.
Scientometrics, 2012

Large-margin feature selection for monotonic classification.
Knowl. Based Syst., 2012

Development a case-based classifier for predicting highly cited papers.
J. Informetrics, 2012

Soft Minimum-Enclosing-Ball Based Robust Fuzzy Rough Sets.
Fundam. Informaticae, 2012

Knowledge discovery based on statistics of MDI Magnetogram.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011
Kernelized Fuzzy Rough Sets and Their Applications.
IEEE Trans. Knowl. Data Eng., 2011

Mining typical features for highly cited papers.
Scientometrics, 2011

Dynamic time warping constraint learning for large margin nearest neighbor classification.
Inf. Sci., 2011

Large-margin nearest neighbor classifiers via sample weight learning.
Neurocomputing, 2011

Fuzzy Mutual Information Based min-Redundancy and Max-Relevance Heterogeneous Feature Selection.
Int. J. Comput. Intell. Syst., 2011

Robust fuzzy rough classifiers.
Fuzzy Sets Syst., 2011

Case-Based Classifiers with Fuzzy Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

2010
Selecting Discrete and Continuous Features Based on Neighborhood Decision Error Minimization.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Characterizing knowledge diffusion of Nanoscience & Nanotechnology by citation analysis.
Scientometrics, 2010

Fuzzy preference based rough sets.
Inf. Sci., 2010

Soft fuzzy rough sets for robust feature evaluation and selection.
Inf. Sci., 2010

Feature evaluation and selection based on neighborhood soft margin.
Neurocomputing, 2010

Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications.
Int. J. Approx. Reason., 2010

Feature Selection via Maximizing Fuzzy Dependency.
Fundam. Informaticae, 2010

Mechanical equipment fault diagnosis based on redundant second generation wavelet packet transform.
Digit. Signal Process., 2010

Information entropy for ordinal classification.
Sci. China Inf. Sci., 2010

A Robust Fuzzy Rough Set Model Based on Minimum Enclosing Ball.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

2009
Simulation study of the inventory effect of the scientific paper publishing process.
J. Inf. Sci., 2009

Kernelized Fuzzy Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

2008
Comments on "Fuzzy Probabilistic Approximation Spaces and Their Information Measures".
IEEE Trans. Fuzzy Syst., 2008

Design and simulation on the publication delay control system.
Scientometrics, 2008

A comparative study on rough set based class imbalance learning.
Knowl. Based Syst., 2008

Mixed feature selection based on granulation and approximation.
Knowl. Based Syst., 2008

A weighted rough set based method developed for class imbalance learning.
Inf. Sci., 2008

Neighborhood rough set based heterogeneous feature subset selection.
Inf. Sci., 2008

Neighborhood classifiers.
Expert Syst. Appl., 2008

Stability Analysis on Rough Set Based Feature Evaluation.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

Fuzzy Preference Relation Rough Sets.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Fuzzy Entropy based Max-Relevancy and Min-Redundancy Feature Selection.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

2007
EROS: Ensemble rough subspaces.
Pattern Recognit., 2007

Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation.
Pattern Recognit., 2007

Uncertainty measures for fuzzy relations and their applications.
Appl. Soft Comput., 2007

A Hybrid Method for Forecasting Stock Market Trend Using Soft-Thresholding De-noise Model and SVM.
Proceedings of the Rough Sets, 2007

A Weighted Rough Set Approach for Cost-Sensitive Learning.
Proceedings of the Rough Sets, 2007

Selecting Samples and Features for SVM Based on Neighborhood Model.
Proceedings of the Rough Sets, 2007

Weighted Rough Set Learning: Towards a Subjective Approach.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Consistency Based Attribute Reduction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

2006
Fuzzy Probabilistic Approximation Spaces and Their Information Measures.
IEEE Trans. Fuzzy Syst., 2006

The influence of the publication delay on journal rankings according to the impact factor.
Scientometrics, 2006

Information-preserving hybrid data reduction based on fuzzy-rough techniques.
Pattern Recognit. Lett., 2006

Analysis on Classification Performance of Rough Set Based Reducts.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Improved Feature Selection Algorithm Based on SVM and Correlation.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2005
A simulation study of the periodicals' publication delay control process.
Scientometrics, 2005

Hybrid Attribute Reduction for Classification Based on A Fuzzy Rough Set Technique.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Constructing Rough Decision Forests.
Proceedings of the Rough Sets, 2005

Fuzzy Output Support Vector Machines for Classification.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Diversity Measure for Multiple Classifier Systems.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

An Improved Clustering Algorithm for Information Granulation.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

2004
The universal expression of periodical average publication delay at steady state.
Scientometrics, 2004

Entropies Of Fuzzy Indiscernibility Relation And Its Operations.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2004

2000
The mathematical models of the periodical literature publishing process.
Inf. Process. Manag., 2000


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