31 citations · 73 across the 14 of their papers we have counts for
4 papers · 1 filter
Better Model Selection with a new Definition of Feature Importance
Fan Fang, Carmine Ventre, Lingbo Li +3
Feature importance aims at measuring how crucial each input feature is for model prediction. It is widely used in feature engineering, model selection and explainable artificial in…
IEO: Intelligent Evolutionary Optimisation for Hyperparameter Tuning
Yuxi Huan, Fan Wu, Michail Basios +3
Hyperparameter optimisation is a crucial process in searching the optimal machine learning model. The efficiency of finding the optimal hyperparameter settings has been a big conce…
Cryptocurrency Trading: A Comprehensive Survey
Fan Fang, Carmine Ventre, Michail Basios +4
In recent years, the tendency of the number of financial institutions including cryptocurrencies in their portfolios has accelerated. Cryptocurrencies are the first pure digital as…
Ascertaining price formation in cryptocurrency markets with DeepLearning
Fan Fang, Waichung Chung, Carmine Ventre +4
The cryptocurrency market is amongst the fastest-growing of all the financial markets in the world. Unlike traditional markets, such as equities, foreign exchange and commodities,…