Ye Ren - Concepedia

Author

Ye Ren

Nanyang Technological University

Also Known As

Ren Ye, Ye Ren

Publications

Citations

H-Index

Concepts

All Affiliations

Nanyang Technological University University of Cambridge

About

Ye Ren is an author at Nanyang Technological University specializing in engineering, data science, and forecasting.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	15	3K
2	Data Science	13	13	2.8K
3	Computer Science	2	2	394
4	Electrical Engineering	2	2	304
5	Computer Engineering	1	1	22

Ye Ren

Publications

Citations

H-Index

Page 1

	Year	Citations
Ensemble Classification and Regression-Recent Developments, Applications and Future Directions [Review Article] Ye Ren, Le Zhang, Ponnuthurai Nagaratnam Suganthan IEEE Computational Intelligence Magazine Data ClassificationClassification MethodRegression-recent DevelopmentsMachine LearningData Science	2016	660
Empirical Mode Decomposition based ensemble deep learning for load demand time series forecasting Xueheng Qiu, Ye Ren, Ponnuthurai Nagaratnam Suganthan, Applied Soft Computing Forecasting MethodologyEngineeringMachine LearningData SciencePredictive Analytics	2017	445
Ensemble methods for wind and solar power forecasting—A state-of-the-art review Ye Ren, Ponnuthurai Nagaratnam Suganthan, N. V. Srikanth Renewable and Sustainable Energy Reviews Forecasting MethodologyNumerical Weather PredictionEarth ScienceEngineeringSmart Grid	2015	408
Ensemble deep learning for regression and time series forecasting Xueheng Qiu, Le Zhang, Ye Ren, Intelligent ForecastingForecasting MethodologyVarious DbnsEngineeringMachine Learning	2014	364
A Comparative Study of Empirical Mode Decomposition-Based Short-Term Wind Speed Forecasting Methods Ye Ren, Ponnuthurai Nagaratnam Suganthan, Narasimalu Srikanth IEEE Transactions on Sustainable Energy Numerical AnalysisMeteorologyForecasting MethodologyNumerical Weather PredictionEngineering	2014	333
Random vector functional link network for short-term electricity load demand forecasting Ye Ren, Ponnuthurai Nagaratnam Suganthan, Narasimalu Srikanth, Information Sciences Electrical EngineeringEngineeringData ScienceSmart GridEnergy Management	2016	289
A Novel Empirical Mode Decomposition With Support Vector Regression for Wind Speed Forecasting Ye Ren, Ponnuthurai Nagaratnam Suganthan, Narasimalu Srikanth IEEE Transactions on Neural Networks and Learning Systems Forecasting MethodologyEngineeringWeather ForecastingEmpirical Mode DecompositionWind Engineering	2014	216
Modeling of steelmaking process with effective machine learning techniques Dipak Laha, Ye Ren, Ponnuthurai Nagaratnam Suganthan Expert Systems with Applications EngineeringMachine LearningProcess ControlSystems EngineeringAdvanced Manufacturing	2015	91
Towards generating random forests via extremely randomized trees Le Zhang, Ye Ren, Ponnuthurai Nagaratnam Suganthan EngineeringMachine LearningEnsemble MethodsData ScienceData Mining	2014	30
Empirical Mode Decomposition-k Nearest Neighbor Models for Wind Speed Forecasting Ye Ren, Ponnuthurai Nagaratnam Suganthan Journal of Power and Energy Engineering Forecasting MethodologyEngineeringForecasting ApplicationsWeather ForecastingEmpirical Mode Decomposition	2014	28

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