25 citations · 45 across the 6 of their papers we have counts for
3 papers · 1 filter
Machine Learning Modeling to Evaluate the Value of Football Players
Chenyao Li, Stylianos Kampakis, Philip Treleaven
In most sports, especially football, most coaches and analysts search for key performance indicators using notational analysis. This method utilizes a statistical summary of events…
QuantNet: Transferring Learning Across Systematic Trading Strategies
Adriano Koshiyama, Sebastian Flennerhag, Stefano B. Blumberg +2
Systematic financial trading strategies account for over 80% of trade volume in equities and a large chunk of the foreign exchange market. In spite of the availability of data from…
Generative Adversarial Networks for Financial Trading Strategies Fine-Tuning and Combination
Adriano Koshiyama, Nick Firoozye, Philip Treleaven
Systematic trading strategies are algorithmic procedures that allocate assets aiming to optimize a certain performance criterion. To obtain an edge in a highly competitive environm…