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簡(jiǎn)介

上海對(duì)外經(jīng)貿(mào)大學(xué)統(tǒng)計(jì)與數(shù)據(jù)科學(xué)學(xué)院副教授，碩士生導(dǎo)師。2016年10月至今于上海對(duì)外經(jīng)貿(mào)大學(xué)統(tǒng)計(jì)與信息學(xué)院任教，現(xiàn)任中國(guó)優(yōu)選法統(tǒng)籌法與經(jīng)濟(jì)數(shù)學(xué)研究會(huì)量化金融與保險(xiǎn)分會(huì)理事、中國(guó)優(yōu)選法統(tǒng)籌法與經(jīng)濟(jì)數(shù)學(xué)研究會(huì)青年工作委員會(huì)委員、上海市運(yùn)籌學(xué)會(huì)青年工作委員會(huì)委員。主持完成國(guó)家自然科學(xué)基金青年項(xiàng)目和教育部人文社會(huì)科學(xué)青年項(xiàng)目，在國(guó)內(nèi)外權(quán)威學(xué)術(shù)期刊發(fā)表學(xué)術(shù)論文20余篇。曾獲上海市第二屆女性教育教學(xué)能力評(píng)選活動(dòng)十佳教學(xué)能手、第四屆上海高校青年教師教學(xué)競(jìng)賽三等獎(jiǎng)，榮獲上海市青年五四獎(jiǎng)?wù)聜€(gè)人、上海對(duì)外經(jīng)貿(mào)大學(xué)三八紅旗手等榮譽(yù)稱(chēng)號(hào)。

發(fā)表論文

1. Xin Yan and Hongmiao Zhu, A kernel-free fuzzy support vector machine with Universum. Journal of Industrial and Management Optimization, 2023, 19(1), 282-299. 

2. Hongmiao Zhu, Zhen Jin, Xin Yan*, A dynamics model of coupling transmission for multiple different knowledge in multiplex networks. Physica A: Statistical Mechanics and its Applications, 2023, 629:129199.

3. Xin Yan and Hongmiao Zhu. A novel robust support vector machine classifier with feature mapping. Knowledge-Based Systems, 2022, 257, 109928.

4. An Luo, Xin Yan* and Jian Luo, A novel Chinese points of interest classification method based on weighted quadratic surface support vector machine, Neural Processing Letters, 2022, 54, 2181–2200.

5. Hongmiao Zhu, Xin Yan* and Zhen Jin. Knowledge transmission model in the multiplex networks with consideration of online and offline channels. Communications in Nonlinear Science and Numerical Simulation, 2022, 108, 106186.

6. Hongmiao Zhu, Yumie Wang, Xin Yan* and Zhen Jin. Research on knowledge dissemination model in the multiplex network with enterprise social media and offline transmission routes. Physica A: Statistical Mechanics and its Applications, 2022, 587, 126468.  

7. Xin Yan, Hongmiao Zhu and Jian Luo, A novel kernel-free nonlinear SVM for semi-supervised classification in disease diagnosis. Journal of Combinatorial Optimization, 2021, 42, 948–965.  

8. Hongmiao Zhu, Xin Yan* and Zhen Jin. Creative idea diffusion model in the multiplex network with consideration of multiple channels. Communications in Nonlinear Science and Numerical Simulation, 2021, 97: 105734.

9. Jian Luo, Xin Yan, Ye Tian, Unsupervised quadratic surface support vector machine with application to credit risk assessment. European Journal of Operational Research, 2020, 280(3):1008-1017.

10. Qian Li, Yanqin Bai, Xin Yan and Wei Zhang, Portfolio selection with the effect of systematic risk diversification: formulation and accelerated gradient algorithm, Optimization Methods and Software, 2019, 34(3), 612-633.

11. Xin Yan, Yanqin Bai, Shu-Cherng Fang and Jian Luo. A proximal quadratic surface support vector machine for semi-supervised binary classification. Soft Computing, 2018, 22(20):6905-6919.

12. Jian Luo, Ye Tian, Xin Yan, Clustering via fuzzy one-class quadratic surface support vector machine. Soft Computing, 2017, 21(19):5859-5865.

13. Xin Yan, Yanqin Bai, Shu-Cherng Fang and Jian Luo, A kernel-free quadratic surface support vector machine for semi-supervised learning. Journal of the Operational Research Society, 2016, 67(7): 1001-1011. 

14. Yanqin Bai, Xin Yan, Conic relaxation for semi-supervised support vector machines. Journal of Optimization Theory and Applications, 2016, 169(1): 299-313.

科研項(xiàng)目

1. 國(guó)家自然科學(xué)基金青年項(xiàng)目，數(shù)據(jù)特征驅(qū)動(dòng)下基于半監(jiān)督學(xué)習(xí)的小微企業(yè)貸款信用風(fēng)險(xiǎn)預(yù)測(cè)研究，2020/01-2022/12，主持

2. 教育部人文社會(huì)科學(xué)青年基金項(xiàng)目，大數(shù)據(jù)背景下基于數(shù)據(jù)挖掘的保險(xiǎn)精準(zhǔn)營(yíng)銷(xiāo)策略研究，2018/07-2023/08，主持 

3. 上海市教委上海高校青年教師培養(yǎng)資助計(jì)劃項(xiàng)目，基于二次曲面支持向量機(jī)的半監(jiān)督分類(lèi)模型與算法研究，2017/03-2019/03，主持

4. 上海市哲學(xué)社會(huì)科學(xué)一般項(xiàng)目，面向信息質(zhì)量多維度評(píng)價(jià)的在線(xiàn)產(chǎn)品評(píng)論說(shuō)服效應(yīng)研究，2021/01-2023/12，參加

5. 上海市哲學(xué)社會(huì)科學(xué)青年課題項(xiàng)目，基于線(xiàn)上線(xiàn)下耦合網(wǎng)絡(luò)的創(chuàng)意源擴(kuò)散機(jī)理及促進(jìn)，2019/01-2021/12，參加

獎(jiǎng)項(xiàng)情況

1. 2022年，上海市青年五四獎(jiǎng)?wù)?/p>

2. 2022年，上海對(duì)外經(jīng)貿(mào)大學(xué)暑期社會(huì)實(shí)踐優(yōu)秀指導(dǎo)教師

3. 2021年，上海對(duì)外經(jīng)貿(mào)大學(xué)三八紅旗手

4. 2021年，上海對(duì)外經(jīng)貿(mào)大學(xué)第一期青年骨干教師教學(xué)訓(xùn)練營(yíng)教學(xué)設(shè)計(jì)一等獎(jiǎng)

5. 2021年，上海對(duì)外經(jīng)貿(mào)大學(xué)暑期社會(huì)實(shí)踐優(yōu)秀指導(dǎo)教師

6. 2021年，上海對(duì)外經(jīng)貿(mào)大學(xué)統(tǒng)計(jì)與信息學(xué)院科研貢獻(xiàn)獎(jiǎng)

7. 2021年，上海對(duì)外經(jīng)貿(mào)大學(xué)統(tǒng)計(jì)與信息學(xué)院教學(xué)貢獻(xiàn)獎(jiǎng)

8. 2021年，上海對(duì)外經(jīng)貿(mào)大學(xué)統(tǒng)計(jì)與信息學(xué)院優(yōu)秀黨務(wù)工作者

9. 2020年，第四屆上海高校青年教師教學(xué)競(jìng)賽暨第五屆全國(guó)高校青年教師教學(xué)競(jìng)賽選拔賽三等獎(jiǎng)

10. 2020年，上海市第二屆女性教育教學(xué)能力評(píng)選活動(dòng)十佳教學(xué)能手

11. 2020年，上海對(duì)外經(jīng)貿(mào)大學(xué)暑期社會(huì)實(shí)踐優(yōu)秀指導(dǎo)教師

12. 2019年，上海對(duì)外經(jīng)貿(mào)大學(xué)統(tǒng)計(jì)與信息學(xué)院科研貢獻(xiàn)獎(jiǎng)