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崔丽欣

[发表时间]:2019-04-12 [来源]:澳门新濠天地 [浏览次数]:

基本资料

姓名:崔丽欣(Dr. Cui Lixin)

职称:讲师(2014年9月至今)

系别:电子商务系

行政职务:系副主任、电子商务与电子政务研究中心副主任

教育背景

天津大学 ,测控技术与仪器专业 ,工学学士;

天津大学,系统工程专业,工学硕士 ;

香港大学(The University of Hong Kong) ,工业及制造系统工程 ,工学博士 ;

主讲课程

现代物流与供应链管理 ,网络金融与电子支付结算,人工智能导论;

高等工程数学,互联网金融技术 ,金融科技创新

主持教改课题

[1] 澳门新濠天地教学方法研究项目“基于改进案例教学法的供应链管理课程精品案例构建研究” ,JFY201828 ,2018/05-2019/05 ,主持人

[2] 澳门新濠天地校级精品实验课“网络金融与电子支付结算” ,2018-2020,主持人

主要研究领域

机器学习(Machine Learning)、特征选择(FeatureSelection)、深度学习(Deep Learning)、优化方法(Optimization Techniques)、智能优化算法(Evolutionary Computation & Swarm Optimization)、供应链管理(Supply Chain Management)、金融科技(Fintech)

科研奖励

[1] BestScientific Paper Award,国际模式识别学会IAPR(国际模式识别重要会议ICPR2018最佳PatternRecognition and Machine Learning Track论文 ,合作作者 ,6/1258)

[2] Best StudentPaper Award,国际工程师协会IAENG (World Congress on Engineering 2011,第一作者)

[3] Best StudentPaper Award, APIEMS 2011,第一作者

[4] University Studentship for Outstanding Academic Achievement, TheUniversity of Hong Kong

主持/参与纵向科研项目

[1] 国家自然科学基金青年项目,基于图的特征选择学习算法及其在P2P借贷信用风险评估中的应用研究(61602535),2017-2019,26万 ,主持人 ;

[2] 中科院自动化所,模式识别国家重点实验室开放课题项目 ,2017年-2019年,5万  ,主持人;

[3] 澳门新濠天地青年教师发展基金:考虑顾客需求灵活性和异质性的多产品采购和生产计划联合决策研究(QJJ1540), 2015- 2017 ,主持人,已结题 ;

[4] 国家自然科学基金青年项目:基于图核机器的学习算法及其在金融分析理论的研究(61503422), 2016 -2018 ,参与人 ;

[5] 澳门新濠天地第四批青年科研创新团队项目:基于结构化特征学习的P2P借贷信用风险评估,2017 -2020 ,第一参与人 ;

主持横向项目

[1] 合盛达(天津)投资管理有限公司委托项目 ,风险投资项目中风险识别、评估与防范研究,2018-2019,主持人

[2] 北京友谱网络科技有限公司委托项目 ,基于大数据的政府采购信用体系建设,2017-2019,主持人

发表论文情况

截至目前,崔丽欣博士已以第一作者、通讯作者、合作作者身份累计发表国际顶级或重要期刊、会议论文近30篇 。其中以第一作者在JCR Q1区、中科院一区期刊《IEEE Transactions on Fuzzy Systems》上发表一篇,该期刊属于中科院归类的TOP期刊 ,影响因子:8.415;以第一作者在JCR Q1区、中科院二区期刊《Neurocomputing》上发表两篇 ,该期刊属于国际重要期刊,影响因子:3.241;以独立作者在JCR Q1区、中科院二区期刊《International Journal of Production Research》上发表一篇 ,该期刊属于国际重要期刊,影响因子:2.623 ;以独立作者在JCR Q2区、中科院三区期刊《Journal of Intelligent Manufacturing》上发表一篇,该期刊属于国际重要期刊,影响因子:3.667 ;以第一作者在JCR Q2区、中科院三区期刊《Pattern Recognition Letters》上发表一篇,该期刊属于国际重要期刊 ,影响因子:1.952  ;以第一作者在SCI期刊《International Journal of Computer Integrated Manufacturing》上发表一篇 ,该期刊属于国际主流期刊 ,影响因子:1.995。以通讯作者JCR Q1区、中科院一区期刊《IEEE Transactions on Cybernetics》上发表一篇,该期刊属于中科院归类的TOP期刊 ,影响因子:8.803 。其他SCI期刊还包括IMAJournal of Management Mathematics ,International Journal of Wavelets Multiresolution andInformation Processing等。此外 ,发表国际会议论文近20篇,包括C类国际重要会议International Conference on Pattern Recognition(ICPR) 5篇,该会议是世界模式识别领域重要的学术会议 ,其他会议还包括:GbRPR、S+SSPR、IEEE IEEM等,具体成果列表如下。

期刊论文(期刊影响因子依据Letpub 2018最新发布结果)

[1] Lixin Cui(第一作者), Lu Bai, Zhihong Zhang, Edwin R. Hancock.Identifying The Most Informative Features Using A Structurally InteractingElastic Net, To appear inNeurocomputing, 2019 (SCI检索 ;JCR Q1区 ;中科院二区;影响因子:3.241)

[2] Lu Bai,Lixin Cui(共同第一作者), Xiao Bai, Edwin R.Hancock. Deep Depth-basedRepresentations of Graphs through Deep Learning Networks, To appear inNeurocomputing,2019(SCI检索;JCRQ1区;中科院二区 ,影响因子:3.241)

[3] Lu Bai,Lixin Cui(共同第一作者), Luca Rossi, Lixiang Xu, Xiao Bai, Edwin R.Hancock. Local-Global Nested Graph Kernels Using Nested Complexity Traces. Toappear inPattern Recognition Letters, 2019 (SCI检索 ;JCR Q2区,中科院三区 ,影响因子:1.952)

[4] LixinCui(独立作者).Towards optimalconfiguration of a manufacturer’s supply network with demand flexibility.InternationalJournal of Production Research, vol. 53(12), pp. 3541-3560, 2015 (SCI检索,JCR Q1区 ;中科院二区 ;影响因子:2.623).

[5] LixinCui(独立作者). Joint optimization ofproduction planning and supplier selection incorporating customer flexibility:an improved genetic approach.Journal of Intelligent Manufacturing,vol.27(5), pp.1017-1035, 2016 (SCI检索,JCR Q2区 ;中科院三区;影响因子:3.667  ,他引2).

[6] LixinCui(第一作者), K.L.Mak, Stephen T. Newman.Optimal supplier selection and order allocation for multi-product manufacturingfeaturing customer flexibility.InternationalJournal of Computer Integrated Manufacturing,vol.28(7), pp.729-744,2014(SCI检索,IF:1.995,他引1).

[7] LixinCui(第一作者), Ruiqing Zhao,Wansheng Tang. Principal-Agent Problem in a Fuzzy Environment.IEEETransactions of Fuzzy Systems15(6), 1230-1237, 2007 (SCI检索;JCRQ1区;中科院一区;TOP期刊;CCFB类 ;影响因子:8.415 ,被引23).

[8] Lu Bai, Luca Rossi,Lixin Cui(通讯作者), Jian Cheng, Edwin R.Hancock. A Quantum-inspired Similarity Measure for the Analysis of CompleteWeighted Graphs, To appear inIEEE Transactions on Cybernetics, 2019(SCI检索;JCR Q1区;中科院一区  ;TOP期刊 ;CCFB类;影响因子:8.803)

[9] Lu Bai,Luca Rossi,Lixin Cui, Zhihong Zhang, Peng Ren, Xiao Bai, Edwin R.Hancock, Quantum kernels for unattributed graphs using discrete-time quantumwalks.Pattern Recognition Letters, vol.87, pp.96-103, 2017 (SCI检索 ,中科院JCR:三区,汤森路透JCRQ2区,影响因子:1.995 ,被引1).

[10] JianxiongZhang, Liyan Lei, Fuxiao Lu,Lixin Cui, The effect of themanufacturer-weak retailer alliance on the supply chain performance.IMAJournal of Management Mathematics, Online (SCI检索,影响因子:1.488).

[11] Lixiang Xu, Yuanyan Tang,Lixin Cui(通讯作者), Bin Luo,Xiu Chen, Jin Xiao. A combined Weisfeiler-Lehman graph kernel for structureddata.International Journal of Wavelets Multiresolution andInformation Processing, Online (SCI检索).

[12] LixinCui,K.L.Mak,A new hybrid algorithm for optimal supplierselection and order allocation featuring customer flexibility. EngineeringLetters, 19(4), 331-338, 2011 (EI检索, ISSN: 1816-0948).

[13] K.L.Mak,Jun Ma,Lixin Cui, Integrated Multi-period Production Scheduling andCell Formation for Virtual Cellular Manufacturing Systems. Engineering Letters,19(4), 316-323, 2011 (EI检索, ISSN: 1816-0948).

会议论文

[1] Lixin Cui, Lu Bai,Luca Rossi, Zhihong Zhang, Yuhang Jiao, Edwin R. Hancock. A Preliminary Surveyof Analyzing Dynamic Time-Varying Financial Networks Using Graph Kernels. InProceedings ofJoint IAPR International Workshop on Structural, Syntactic,and Statistical Pattern Recognition, (S+SSPR), 2018. (Oral ,EI检索)

[2] Lixin Cui, Lu Bai,Luca Rossi, ZhihongZhang, Lixiang Xu, Edwin R. Hancock. A Mixed EntropyLocal-Global Reproducing Kernel for Attributed Graphs. In Proceedings ofJointIAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition(S+SSPR),2018. (Oral,EI检索)

[3] Lixin Cui, Lu Bai,Luca Rossi, Yue Wang, Jiao Yuhang, Edwin Hancock. A Deep Hybrid Graph Kernelthrough Deep Learning Networks. In Proceedings ofInternational Conferenceon Pattern Recognition (ICPR), 2018. (Oral, EI检索 ;国际模式识别重要会议; CCF推荐)

[4] LixinCui, LuBai, Zhipeng Cui.OptimalMulti-period Multi-product Supplier Selection and Order Allocation: BalancingSupplier Development and Supplier Switching. 2017 IEEE International Conferenceon Industrial Engineering and Engineering Management (EI检索)

[5] Lixin Cui, Lu Bai, Luca Rossi, Edwin R. Hancock, AdaptiveFeature Selection based on the Most Informative Graph-based Features.In Proceedings of 11th IAPR-TC-15 International Workshopon Graph-Based Representation in Pattern Recognition (GbRPR), 2017, pp.276-287(LectureNotes in Computer Science 10310, 2017, ISBN 978-3-319-58960-2, EI检索;国际重要会议).

[6] Lixin Cui, Lu Bai, Yue Wang, Xiao Bai, Edwin.R.Hancock.P2P Lending Analysis using the most relevant graph-based features. In Proceedingsof Joint IAPR International Workshops on Structural, Syntactic and StatisticalPattern Recognition (S+SSPR), 2016, pp. 3-14 (Lecture Notes in ComputerScience 10029, ISBN 978-3-319-49054-0 ,EI检索  ;Core ConferenceRank A,国际重要会议).

[7] Lu Bai, Luca Rossi,Lixin Cui, Edwin R. Hancock. A nested alignment graphkernel through the dynamic time warping framework.In Proceedings of 11th IAPR-TC-15 International Workshop onGraph-Based Representation in Pattern Recognition (GbRPR), 2017, pp.276-287(Lecture Notes in Computer Science 10310, 2017, ISBN978-3-319-58960-2, EI检索;国际重要会议).

[8] Lu Bai,Lixin Cui(通讯作者), Francisco Escolona, Edwin R. Hancock, AnEdge-based Matching Kernel on Commute-time Spanning Trees, Proceedings of 23rdInternational Conference on Pattern Recognition, ICPR 2016, pp. 2103-2108 (IEEE2016, ISBN 978-1-5090-4847-2, EI检索 ;国际著名会议 ;CCF推荐).

[9] Lu Bai, Luca Rossi,Lixin Cui(通讯作者), Edwin R. Hancock. A Transitive AlignedWeisfeiler-Lehman Subtree Kernel, Proceedings of 23rd International Conferenceon Pattern Recognition, ICPR 2016, pp. 396-401 (IEEE 2016, ISBN978-1-5090-4847-2, EI检索;国际著名会议;CCF推荐).

[10] Lu Bai,Lixin Cui(通讯作者), Yue Wang, Xin Jin, Edwin R. Hancock. ShapeClassification with A Vertex Clustering Graph Kernel, Proceedings of 23rd InternationalConference on Pattern Recognition, ICPR 2016, pp. 2634-2639 (IEEE 2016, ISBN978-1-5090-4847-2, EI检索;国际著名会议 ;CCF推荐).

[11] Lu Bai, Luca Rossi,Lixin Cui(通讯作者), Edwin R. Hancock. A Novel Entropy-based GraphSignature from the Average Mixing Matrix, Proceedings of 23rd InternationalConference on Pattern Recognition, ICPR 2016, pp. 1339-1344 (IEEE 2016, ISBN978-1-5090-4847-2, EI检索;国际著名会议 ;CCF推荐).

[12] Chuanyu Xu, Dong Wang, Zhihong Zhang, BeizhanWang, Da Zhou, Guijun Ren, Lu Bai,Lixin Cui, Edwin R. Hancock. Depth-BasedSubgraph Convolutional Neural Networks. In Proceedings ofInternationalConference on Pattern Recognition(ICPR), 2018. (Oral, EI检索, Best Scientific Paperin Each Track ;国际模式识别重要会议 ;CCF推荐)

[13] Yuhang Jiao,Lixin Cui, Lu Bai, Yue Wang.Analyzing Time Series from Chinese Financial Market Using aLinear-Time GraphKernel. In Proceedings ofJoint IAPR International Workshop on Structural,Syntactic, and Statistical Pattern Recognition, (S+SSPR),2018. (Oral  ,EI检索 ,指导本科生第一作者)

[14] Zhihong Zhang, Zhuobin Xu, Zhiling Ye, Yiqun Hu,LixinCui, Lu Bai. Single Image Super Resolution via Neighbor Reconstruction. InProceedings ofJoint IAPR International Workshop on Structural, Syntactic,and Statistical Pattern Recognition (S+SSPR), 2018. (Oral  ,EI检索)

[15] Meihong Wu, Yangbin Zeng, Zhihong Zhang, HaiyunHong, Zhuobin Xu,Lixin Cui, Lu Bai, Edwin R. Hancock. Directed NetworkAnalysis Using Transfer Entropy Component Analysis. In Proceedings ofJointIAPR International Workshop on Structural, Syntactic, and Statistical PatternRecognition (S+SSPR), 2018.(Oral ,EI检索)

[16] LixinCui,K.L.Mak,An improved genetic algorithm for supplier selection and order allocation withcustomer flexibility for muli-product manufacturing, The 12thAsiaPacific Industrial Engineering and Management Systems Conference, 2011, Oct14-17, Beijing, China (Best Student Paper Award).

[17] LixinCui,K.L.Mak,Optimal Supplier Selection and Order Allocation in a Multi-ProductSupply Chain with Customer Flexibility usinga Novel Hybrid Algorithm. World Congress on Engineering, London, U.K, 2011 (Best Student Paper Award).

[18] LixinCui,K.L.Mak,Supplier Selection and Order Allocation forMulti-Product Manufacturing with Customer Flexibility.SixthInternational Conference on Intelligent Manufacturing and Logistics Systems,Hsinchu, Taiwan, 2010.

学术兼职、学术会员身份

[1] 国家自然科学基金项目通讯评审专家

[2] NIPS、TNNLS、EJOR、IJPR等期刊审稿人

[3] 教育部科技发展中心全国互联网金融创新大赛专委会委员

[4] 计算机学会会员

联系方式

电子邮件:cuilixin@cufe.edu.cn

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