Projects

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  • [29]
    2014.01-2017.12 (PI), National Natural Science Fund of China, Data mining in imbalanced large data for electronic health records (Grant #. 71371063, RMB580,000)
  • [28]
    2013.01-2015.12 (PI), Natural science fund of Hebei Provience, Study on unceretainty in active learning and its application (Grant #. F2013201110, RMB50,000)
  • [27]
    2012.01-2015.12 (PI), National Natural Science Fund of China, Research on uncertainty in supervised learning (Grant #: 61170040, RMB560,000)
  • [26]
    2010.01-2012.12 (PI), Hebei Educational Committee, Big data mining based on uncertainty reduction, (Grant #: ZD201013, RMB50,000)
  • [25]
    2008.01-2010.12 (PI), Key projects in application basis of Hebei, Research on mining outliers and its applications, (Grant #: 08963522D, RMB100,000)
  • [24]
    2008.01-2010.12 (PI), Natural science fund of Hebei, Induction of fuzzy decision tree based on maximum margin and its application to classification of multi-optical spectrum data (Grant #: F2008000635, RMB50,000)
  • [23]
    2007.01-2009.12 (PI), A fund to support to the first 100 excellently innovative professional experts (RMB200,000)
  • [22]
    2005.09-2008.09 (Co-PI), National Natural Science Fund of China, Statistical learning theory based on uncertainty (Grant #: 60573069, RMB200,000)
  • [21]
    2005.01-2007.12 (PI), National Natural Science Fund of China, Research on generalization of weighted fuzzy IT-THEN rules, (Grant #: 60473045, RMB180,000)
  • [20]
    2004.08-2006.12 (Co-PI) Hong Kong RGC Fund, Rule extraction based on rough fuzzy sets and reduction of fuzzy attributes
  • [19]
    2004.01-2006.12 (PI), Project from China development and reform committee, Intelligent systems of electrical services, (Grant #: 2003-1954, RMB1,200,000)
  • [18]
    2003.01-2005.12 (PI), Hebei province Educational Committee, Study on fuzzy neural networks and its application to rule learning (Grant #: B2003117, RMB40,000)
  • [17]
    2003.01-2005.12 (PI), Key project from China Educational Ministry, Fuzzy reasoning with interactive factors (Grant #: 03017, RMB50,000)
  • [16]
    2002.01-2004.12 (PI), Hebei province Educational Committee, Studies on the Interaction in Fuzzy Reasoning (Grant #. 2002159, RMB15,000)
  • [15]
    2003.01-2005.12 (PI), Natural science fund of Hebei, Optimal selection of feature subsets of fuzzy-valued attributes (Grant #: 603137, RMB100,000)
  • [14]
    2002.01-2004.12 (Co-PI), Project from Educational Committee in Hebei Province, Access information mining and application on the internet (Grant #. 2001206, RMB10.000)
  • [13]
    2002.01-2003.12 (PI), Project from Educational Committee in Hebei Province, Chinese text mining and its applications (Grant #: 2002154, RMB10,000)
  • [12]
    2001.01-2002.12 (PI), PhD funded project in Hebei University, Neural Network fusion based on fuzzy integrals (RMB25,000)
  • [11]
    1998.09-2001.09 (Research Fellow), Optimal selection of fuzzy feature subsets, Hong Kong RGC project (Grant #: G-T209, HK$200,000; PI: Dr. Eric Tsang)
  • [10]
    1998.09-2001.09 (Research Fellow), Fuzzy reasoning based similarity and interaction, Hong Kong RGC project (Grant #: G-T210, HK$200,000; PI: Prof. Daniel Yeung)
  • [9]
    1998.09-2001.09 (Research Fellow), System maintenance based on CBR and induction of fuzzy rules, Hong Kong RGC project (Grant #: G-V957, HK$429,880; PI: Dr. Simon Shiu)
  • [8]
    1998.09-2001.09 (Research Fellow), Feature weight learning: an approach to maintenance on CBR systems, Hong Kong RGC project (Grant #: A-PA88, HK$180,000; PI: Dr. Eric Tsang)
  • [7]
    1998.09-2001.09 (Research Fellow), Validation and verification of fuzzy expert systems based on CBR, department research fund (#: PA25, HK$150,000, PI: Dr. Simon Shiu)
  • [6]
    1998.09-2001.09 (Research Fellow), Application of fuzzy technology in hybrid intelligent systems, HK PolyU fund and RGC project (Grant #: G-YY12, HK$1,194,000; PI: Prof. Daniel Yeung)
  • [5]
    1998.01-2000.12 (PI), Natural Science Fund of Hebei Province, Theory and algorithms of learning from examples based on fuzzy information (Grant #: 698139, RMB40,000)
  • [4]
    1997.06-1998.05 (PI), A project from Institute of LiaoHe oil field exploration, Prediction of oil layers in field of Lei 20-40 (#Lei14-20, RMB120,000)
  • [3]
    1997.01-1999.12 (Member), Natural Science Fund of Hebei Province, Fuzzy control theory and its application (Grant #: 97543306D, RMB40,000)
  • [2]
    1991.01-1993.06 (Member), Natural Science Fund of Hebei Province, Quantatitive representation of imprecise information and uncertain database theory
  • [1]
    1989.01-1992.01 (Member), National Natural Science Fund of China, Mathematical foundation of fuzzy information processing
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