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Call for Papers ICPR Workshop on Pattern Recognition in Intelligent Financial Analysis and Risk Management (PRFARM)
时间:2018年04月03日    点击次数:

 

ICPR Workshop on Pattern Recognition in Intelligent Financial Analysis and

Risk Management (PRFARM)

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

ØPRFARM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

ØPRFARM的组织方是国内著名财经院校中央财经大学的信息学院

ØPRFARM将有多位国内外知名学者的Keynote Speech

ØPRFARM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)

Motivations and Topics

Recently, financial industry is featured with massive volumes of both structured and unstructured data, which are often associated with unlabeled and partially labeled data, or noisy and uncertain labels. Developing intelligent financial analysis and risk management tools for such data present major challenges for both practitioners and academic researchers. The proposed workshop mainly focuses on pattern recognition and machine learning methods such as kernel methods, feature selection, reinforcement learning, complex networks, deep learning methods, etc. for building intelligence for financial analysis and risk-based knowledge discovery. Workshop topics include, but are not limited to, the following research topics:

 

²Financial time series analysis

²Portfolio optimization

²Intelligent decision in financial enterprise services

²Individual credit scoring methods

²Credit rating methods for institutional organizations

²Modeling and simulation methods for financial risk

²Risk management intelligence for internet finance

²Recommender systems for financial enterprises

²NLP methods for mining useful information from financial data

²Other artificial intelligence methods on financial analysis


 

Invited Speakers

 

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

 

lFrancisco Escolano(Associate Professor, University of Alicante, Spain)

 

lJian Cheng(Professor, Institute of Automation, Chinese Academy of Sciences)

 

lBaogang Hu(Professor, Institute of Automation, Chinese Academy of Sciences)

 

Organization

 

lLu Bai(General Chair, Central University of Finance and Economics, Beijing, China)

 

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

 

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

 

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

 

Important Dates

 

üSubmission Deadline                           25th June, 2018

 

üNotification of Acceptance                 15th July, 2018

 

üCamera-ready Submission                   25th July, 2018

 

üWorkshop Dates                                 20th August, 2018

 

Contact info:bailucs@cufe.edu.cn  Website:https://cs.aston.ac.uk/icprprifr

 

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