Search Results for author: Giuseppe Della Penna

Found 4 papers, 1 papers with code

DNN-ForwardTesting: A New Trading Strategy Validation using Statistical Timeseries Analysis and Deep Neural Networks

no code implementations20 Oct 2022 Ivan Letteri, Giuseppe Della Penna, Giovanni De Gasperis, Abeer Dyoub

In general, traders test their trading strategies by applying them on the historical market data (backtesting), and then apply to the future trades the strategy that achieved the maximum profit on such past data.

A Stock Trading System for a Medium Volatile Asset using Multi Layer Perceptron

no code implementations17 Jan 2022 Ivan Letteri, Giuseppe Della Penna, Giovanni De Gasperis, Abeer Dyoub

Stock market forecasting is a lucrative field of interest with promising profits but not without its difficulties and for some people could be even causes of failure.

A Novel Resampling Technique for Imbalanced Dataset Optimization

no code implementations30 Dec 2020 Ivan Letteri, Antonio Di Cecco, Abeer Dyoub, Giuseppe Della Penna

In this work, we developed two versions of Generative Silhouette Resampling 1-Nearest Neighbour (G1Nos) oversampling algorithms for dealing with class imbalance problem.

Malware Detection Network Intrusion Detection

Dataset Optimization Strategies for MalwareTraffic Detection

1 code implementation23 Sep 2020 Ivan Letteri, Antonio Di Cecco, Giuseppe Della Penna

Machine learning is rapidly becoming one of the most important technology for malware traffic detection, since the continuous evolution of malware requires a constant adaptation and the ability to generalize.

BIG-bench Machine Learning feature selection +1

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