Search Results for author: Abeer Dyoub

Found 7 papers, 1 papers with code

Dataset Optimization for Chronic Disease Prediction with Bio-Inspired Feature Selection

no code implementations17 Dec 2023 Abeer Dyoub, Ivan Letteri

The findings underscore the potential benefits of using bio-inspired optimization algorithms for feature selection in chronic disease prediction, offering valuable insights for improving healthcare outcomes.

Disease Prediction feature selection

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 Logic-based Multi-agent System for Ethical Monitoring and Evaluation of Dialogues

1 code implementation17 Sep 2021 Abeer Dyoub, Stefania Costantini, Ivan Letteri, Francesca A. Lisi

Dialogue Systems are tools designed for various practical purposes concerning human-machine interaction.

Ethics

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

Towards Ethical Machines Via Logic Programming

no code implementations18 Sep 2019 Abeer Dyoub, Stefania Costantini, Francesca A. Lisi

Autonomous intelligent agents are playing increasingly important roles in our lives.

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