[CFP] Second International Workshop on Modelling Uncertainty in the Financial World at ECML-PKDD

[man...@iiitd.ac.in]

Dear Researcher,

We invite you to submit at the Second International Workshop on MUFin21 held in conjunction with ECML-PKDD 2022. The workshop provides a platform for experts across industry and academia to discuss and present challenges, novel solutions, and pave the way for future directions in modelling sequential data uncertainty for the financial world. We invite papers focused on modelling uncertainty for financial applications. Topics of interest include, but are not limited to the following:

Application Topics:

• Evaluating financial risk
• Forecasting stock market
• Modelling seasonality in market trends
• Fraud prediction
• Modelling temporal social media activity
• Recommendation systems
• Adversarial Attacks on financial models

Technical Topics:

• Temporal/Sequential data modelling – clustering, classification
• Modelling uncertainty in financial data
• Temporal graphs
• Time Series Forecasting
• Text analytics of financial reports, forecasts, and documents
• Explainable/interpretable sequential modelling
• Exploring fairness and robustness towards bias in financial models
• Representation learning from temporal/sequential data
• Modelling financial data as temporal point processes

Submission Deadline: 20th June 2022

Website: https://sites.google.com/view/w-mufin/home

The best paper of the workshop will be awarded a Best Paper Award worth $500!

Please refer to the website for more details. Incase of any queries, please reach out to Maneet Singh at maneet...@mastercard.com

Best,
Maneet