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ICPRWorkshop on Pattern Recognition in Intelligent Financial Analysis and RiskManagement (PRFARM)

[发表时间]:2018-04-03 [来源]: [浏览次数]:

ICPRWorkshop on Pattern Recognition in Intelligent Financial Analysis and RiskManagement (PRFARM)

Ø PRFARM是国际人工智能权威会议ICPR 2018Workshop,将与ICPR一起举办

Ø  PRFARM关注人工智能算法及其在金融分析理论的应用,是ICPR第一个关注人工智能与金融的Workshop

Ø  PRFARM的组织方是国内著名财经院校中央财经大学的信息学院

Ø  PRFARM将有多位国内外知名学者的Keynote Speech

Ø  PRFARM将推荐优秀论文(扩展版)投递至SCI一区期刊《Pattern Recognition》的Special Issue(正刊)

Motivationsand Topics

Recently, financial industry isfeatured with massive volumes of both structured and unstructured data, whichare often associated with unlabeled and partially labeled data, or noisy anduncertain labels. Developing intelligent financial analysis and risk managementtools for such data present major challenges for both practitioners andacademic researchers. The proposed workshop mainly focuses on patternrecognition and machine learning methods such as kernel methods, featureselection, reinforcement learning, complex networks, deep learning methods,etc. for building intelligence for financial analysis and risk-based knowledgediscovery. Workshop topics include, but are not limited to, the followingresearch topics:


²Financialtime series analysis

²Portfoliooptimization

²Intelligentdecision in financial enterprise services

²Individualcredit scoring methods

²Creditrating methods for institutional organizations

²Modelingand simulation methods for financial risk

²Riskmanagement intelligence for internet finance

²Recommendersystems for financial enterprises

²NLPmethods for mining useful information from financial data

²Otherartificial intelligence methods on financial analysis


InvitedSpeakers

l  Edwin R. Hancock(Professor, University of York, UK, IEEE Fellow, IAPR Fellow)

l  FranciscoEscolano(Associate Professor, University of Alicante, Spain)

l  Jian Cheng(Professor, Institute of Automation, Chinese Academy of Sciences)

l  Baogang Hu (Professor,Institute of Automation, Chinese Academy of Sciences)

Organization

l  Lu Bai (GeneralChair, Central University of Finance and Economics, Beijing, China)

l  Jian Tang (Co-Chair,HEC Montreal & Montreal Institute for Learning Algorithms,Canada)

l  Luca Rossi (Co-Chair,Department of Computer Science, Aston University, UK)

l  Lixin Cui (Co-Chair,Central University of Finance and Economics, Beijing, China)

ImportantDates

ü SubmissionDeadline                        25th June, 2018

ü NotificationofAcceptance                   15th July, 2018

ü Camera-readySubmission                         25thJuly, 2018

ü WorkshopDates                                   20thAugust, 2018

    

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