Special Sessions

The Special Session on Big data in Economics and Finance

  • Novel data sources for economic analysis
  • Natural Language Processing, semantics and sentiment analysis to build economic indicators
  • Big data and advanced Machine Learning methods covering economics, finance, businesses
  • Economic time series analysis and forecasting
  • Knowledge-base, Information Retrieval, Cognitive Computing for prediction and understanding of the economy
  • Insights mining in business economics and financial services

The 7 Special Sessions on Machine Learning (TBC)

  • Multi-Task Learning
  • Reinforcement Learning
  • Deep Learning
  • Generative Adversarial Networks
  • Deep Neuroevolution
  • Networks with Memory
  • Learning from Less Data and Building Smaller Models

The 7 Special Session on Data Science and Artificial Intelligence (TBC)

  • Simulation Environments to understand how AI Systems Learn
  • Chatbots and Conversational Agents
  • Data Science at Scale & Data in the Cloud
  • Urban Informatics & Data-Driven Modelling of Complex Systems
  • Data-centric Engineering
  • Data Security, Traceability of Information & GDPR
  • Economic Data Science