RA Projects (2016-2018):
(1) Credit Scoring via Fuzzy 2-norm Non-kernel Support Vector Machine. Finished an algorithm implementation of linear SVM, SVM with kernels, QSVM and clustered SVM with MATLAB based on the UCI data sets.
(2) Quadratic Surface Support Vector Regression for Electric Load Forecasting. Implemented LS-SVR and QSSVR models with the interior point algorithm in the module "quadprog" of MATLAB, and the OLS regression and ANN models with the module "robustfit" and neural network toolbox of MATLAB, respectively.
Mathematical Contest in Modeling:
(1) Regional Water Supply Stress Index Analysis before and after Intervention, an analysis to regional water problem in Interdisciplinary Contest in Modeling in 2016.
(2)Allocation of taxi resource in the Internet era, the entry of China Undergraduate Mathematical Contest in Modeling in 2015. I partook problem analysis, data preprocessing, model construction, algorithm implementation and optimization.