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胡建明
(廣州大學經濟與統計學院教師)
鎖定
胡建明,廣州大學經濟與統計學院教師,理學博士,副教授,2017年廣州大學“青年學術新鋭”獲得者。從事統計學習方法及其應用方面的研究,包括核學習方法與理論,貝葉斯學習,統計計算和隨機優化算法等,並主要針對風電場的實時發電問題進行研究。在國際期刊Renewable&Sustainable Energy Reviews,Energy和Renewable Energy等雜誌發表SCI論文9篇,其中JCR一區論文7篇,一篇入選當年度熱點論文,並被廣泛引用。主持國家青年基金項目1項。
- 中文名
- 胡建明
- 國 籍
- 中國
- 學位/學歷
- 博士
- 專業方向
- 貝葉斯學習、應用統計、正則化學習
- 職 稱
- 副教授
胡建明研究方向
1.貝葉斯學習
2.應用統計
胡建明教學方向
1.複雜數據分析
胡建明科研項目
胡建明發表論文
[1].Jianming Hu, Jianzhou Wang, Guowei Zeng. A hybrid forecasting approach applied to wind speed time series. Renewable Energy 60 (2013) 185-94. (SCI 一區)該論文被美國 ISI Web of science 基本科學指標 ESI列為領域學科熱點論文
[2].Jianming Hu, Jianzhou Wang, Kailiang Ma. A hybrid technique for short-term wind speed prediction.Energy81(2015) 563-574.(SCI 一區)
[3].Jianzhou Wang, Jianming Hu. A robust combination approach for short-term wind speed forecasting and analysis--Combination of the ARIMA (Autoregressive Integrated Moving Average), ELM (Extreme Learning Machine),SVM (Support Vector Machine) and LSSVM (Least Square SVM) forecasts using a GPR (Gaussian Process Regression) model. 93(2015) 41-56. (SCI 一區)
[4]. Jianming Hu, Jianzhou Wang. Short-term wind speed prediction using empirical wavelet transform and Gaussian process regression. Energy 93(2015)1456-1466.(SCI 一區)
[5]. Jianzhou Wang, Jianming Hu, Kailiang Ma. A self-adaptive hybrid approach for wind speed forecasting. Renewable Energy 78(2015) 374-385. (SCI 一區)
[6].Jianzhou Wang, Jianming Hu, Kailiang Ma. Wind speed probability distribution estimation and wind energy assessment.renewable and sustainable energy reviews 60(2016)881-899(SCI一區)
[7]. Jianzhou Wang, Jianming Hu. A hybrid approach based on the Gaussian process with t-observation model for short-term wind speed forecasts. Renewable Energy,114(2017),670-685(SCI一區)
[8] SulingZhu,XiuyuanLian,HaixiaLiu,JianmingHu. Daily air quality index forecasting with hybrid models: A case in China; Environmental Pollution; 231(2017),1232-1244(SCI二區)
[9].Jianming Hu, Jianzhou Wang. Forecasting day-ahead electricity price using a hybrid improved approach. Journal of Electrical Engineering & Technology; 12(2017): 2166-2176
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- 參考資料
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- 1. 胡建明-廣州大學經濟與統計學院 .廣州大學官網[引用日期2019-08-15]
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