基本介紹
- 中文名：傅馨
- 學位/學歷：博士
- 職業：教師
- 專業方向：Decision support systems;Fuzzy and qualitative modelling等
- 職稱：副教授
- 任職院校：廈門大學
個人經歷,研究方向,主講課程,學術成果,
個人經歷
Xin Fu received her BSc degree (1st class Hons.) in Computer Science from the University of Ulster, UK, in 2005; the MPhil degree in Informatics from the University of Manchester, UK, in 2007; and the PhD degree in Computer Science from Aberystwyth University, UK, in 2010. She worked as a Post-Doctorate Research Associate on a collaborative project between University of Bradford, UK and Syngenta Ltd, UK (based at Syngenta Jealott's Hill International Research Center) from 2010 - 2012. She is now with the school of management, Xiamen University, China. Her research interests include decision support systems, fuzzy and qualitative modelling, business intelligence, and predictive toxicology.
2013.08 - Present: Associate Professor, School of Management, Xiamen University
2012.04 - 2013.08: Assistant Professor, School of Management, Xiamen University
2010.06 - 2012.04: Postdoctoral Research Assistant, School of Computing, Informatics and Media, University of Bradford, U.K. & Jealott's Hill Research Center, Syngenta Ltd, U.K.
研究方向
Decision support systems;
Fuzzy and qualitative modelling;
Business intelligence;
Predictive toxicology
主講課程
Java Programming (Undergraduate);
Management Information Systems (Undergraduate);
Data Mining (Undergraduate & Postgraduate)
學術成果
Journal Publications:
[1] X. Fu*, X.J. Zeng, P.P. Feng, and X.W. Cai. Clustering-based short-term load forecasting for residential electricity under the increasing-block pricing tariffs in China. Energy. 2018. 165:76–89.
[2] X. Fu, X. Chen, Y.T. Shi, I. Bose, and S. Cai. User segmentation for retention management in online social games. Decision Support Systems. 2017. 101:51–68.
[3] X. Fu, X.J. Zeng, X. Luo, D. Wang, D. Xu, and Q.L. Fan. Designing an intelligent decision support system for effective negotiation pricing: A systematic and learning approach. Decision Support Systems. 2017. 96:49–66.
[4] S. Cai, X. Lin，D. Xu and X. Fu*. Judging online peer-to-peer lending behavior: A comparison of first-time and repeated borrowing requests. Information and Management. 2016.53(7):857–867.
[5] X. Fu，X.J. Zeng, D. Wang, D. Xu, and L.Z. Yang. Fuzzy system approaches to negotiation pricing decision support. Journal of Intelligent & Fuzzy Systems. 2015. 29:685-699.
[6] X. Fu and Y. Shen. Study of collective user behaviour in Twitter: a fuzzy approach. Neural Computing and Applications. 2014. 25:1603-1614.
[7] S.H. Han, Y.J. Ye, X. Fu*, and Z.L. Chen. Category role aided market segmentation approach to convenience store chain category management. Decision Support Systems. 2014. 57: 296-308.
[8] A.Palczewska, X. Fu*, P.Trundle, L.Z. Yang, D.Daniel, M. Ridley, and K. Travis. Towards model governance in predictive toxicology. International Journal of Information Management. 2013. 33:567-582.
[9] X. Fu ,A. Wojak, D.Neagu, M.Ridley and K.Travis. Data governance in predictive toxicology: A review. Journal of Cheminformatics. 2011. 3(24):1-16.
[10] X. Fu, Q. Shen. Fuzzy complex numbers and their application for classifiers. Pattern Recognition 2011. 44:1403-1417.
[11] X. Fu, Q. Shen. Fuzzy compositional modelling. IEEE Transactions on Fuzzy Systems. 2010. 18(4):823-840.
[12] X. Fu, T. Boongoen and Q. Shen. Evidence directed generation of plausible crime scenarios. Applied Artificial Intelligence. 2010. 24: 253-276.
Research Grants:
[1] 國家自然科學基金重大研究計畫“大數據驅動的管理與決策研究”培育項目(No. 91746103)，“大數據驅動的知識共享平台產品定價及收益分配研究”，2018.01 -2020.12，43萬元。（主持，在研）
[2] 國家自然科學基金青年項目(No. 71301133)，“基於分段分式的動態需求建模及多層全局最佳化的階梯電價研究”，2014.01 - 2016.12，20.5萬元。（主持，已結題）
[3] 教育部人文社會科學研究一般項目(No. 13YJC630033), "階梯電價的多元動態最佳化及其對電力消費行為的影響研究", 2013.01 - 2016.01, 8萬元。（主持，已結題）
[1]X. Fu, X.J. Zeng, P.P. Feng, X.W. Cai. Clustering-based short-term load forecasting for residential electricity under the increasing-block pricing tariffs in China. Energy. 2018.165(0):76-89 [2]羅欽芳，丁國維，傅馨，蔡舜，陳熹. 基於“ 多層次分類” 法的異常 P2P 貸借款識別. 管理工程學報. 2017.(3):201-209
