Machine Learning and Cryptocurrency Markets Invited talk in Special Session on Advances in Machine Learning for Finance Nino Antulov-Fantulin, PhD ETH Zurich, Switzerland Abstract In this talk, we present the research around “Cryptocurrency and blockchain systems”. In particular, we analyse, three different sources of data originating from (i) blockchains, (ii) exchange office, and (iii) news data. In the first part, we study the possibility of inferring early warning indicators for periods of extreme bitcoin price volatility using features obtained from the Bitcoin daily transaction graphs. In the second part, we show the temporal mixture models capable of adaptively exploiting both volatility history and order book features. Our temporal mixture model […]

5G: NEW ENGINE OF DIGITAL ECONOMIC GROWTH Sinisa Krajnovic, PhD Executive Vice President and Head of Digital Services, Market Area North East Asia at Ericsson Abstract Abstract will be available soon! Short bio Sinisa Krajnovic is Executive Vice President and Head of Digital Services in Market Area North East Asia at Ericsson. He is responsible for Ericsson Digital Services business in Mainland China, Hong Kong, Macau, Taiwan, Japan, and South Korea. Business Area Digital Services offers products, services, and end-to-end solutions to communication service providers and enterprises in areas such as 5G Core Networks, OSS/BSS, Cloud Infrastructure, IoT, and Digital Transformation. Since 2018 he lives and works in Beijing, China. […]

Final program is available at the link!