8 citations · 13 across the 5 of their papers we have counts for
5 papers
Automating Execution and Verification of BPMN+DMN Business Processes
Giuseppe Della Penna, Igor Melatti
The increasing and widespread use of BPMN business processes, also embodying DMN tables, requires tools and methodologies to verify their correctness. However, most commonly used f…
DNN-ForwardTesting: A New Trading Strategy Validation using Statistical Timeseries Analysis and Deep Neural Networks
Ivan Letteri, Giuseppe Della Penna, Giovanni De Gasperis +1
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 m…
A Stock Trading System for a Medium Volatile Asset using Multi Layer Perceptron
Ivan Letteri, Giuseppe Della Penna, Giovanni De Gasperis +1
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. Financial mar…
A Novel Resampling Technique for Imbalanced Dataset Optimization
Ivan Letteri, Antonio Di Cecco, Abeer Dyoub +1
Despite the enormous amount of data, particular events of interest can still be quite rare. Classification of rare events is a common problem in many domains, such as fraudulent tr…
Dataset Optimization Strategies for MalwareTraffic Detection
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 an…