Abeer Dyoub

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Logic Programming

Multi Layer Perceptron

Answer Set Programming

Chronic Disease

Top Venues

ICLP Technical Communications

HYDRA/RCRA@LPNMR

Publications

Abeer Dyoub, Ivan Letteri
Dataset Optimization for Chronic Disease Prediction with Bio-Inspired Feature Selection. CoRR (2024)
Piero Marra, Lorenzo Pulito, Antonio Carnevale, Antonio Lombardi, Abeer Dyoub, Francesca A. Lisi
A Procedural Idea of Decision-making in the Context of Symbiotic AI. SYNERGY@AVI (2024)
Ivan Letteri, Giuseppe Della Penna, Giovanni De Gasperis, Abeer Dyoub
Trading Strategy Validation Using Forwardtesting with Deep Neural Networks. FEMIB (2023)
Abeer Dyoub, Stefania Costantini, Andrea Monaldini, Pierangelo Dell'Acqua
Towards Empathetic Care Robots. Ital-IA (2023)
Giovanni De Gasperis, Stefania Costantini, Andrea Rafanelli, Patrizio Migliarini, Ivan Letteri, Abeer Dyoub
Extension of constraint-procedural logic-generated environments for deep Q-learning agent training and benchmarking. J. Log. Comput. 33 (8) (2023)
Ivan Letteri, Giuseppe Della Penna, Giovanni De Gasperis, Abeer Dyoub
DNN-ForwardTesting: A New Trading Strategy Validation using Statistical Timeseries Analysis and Deep Neural Networks. CoRR (2022)
Abeer Dyoub, Stefania Costantini, Ivan Letteri
Care Robots Learning Rules of Ethical Behavior Under the Supervision of an Ethical Teacher (Short paper). HYDRA/RCRA@LPNMR (2022)
Abeer Dyoub, Stefania Costantini, Francesca Alessandra Lisi
Learning Domain Ethical Principles from Interactions with Users. Digit. Soc. 1 (3) (2022)
Ivan Letteri, Giuseppe Della Penna, Giovanni De Gasperis, Abeer Dyoub
A Stock Trading System for a Medium Volatile Asset using Multi Layer Perceptron. CoRR (2022)
Ivan Letteri, Antonio Di Cecco, Abeer Dyoub, Giuseppe Della Penna
Imbalanced Dataset Optimization with New Resampling Techniques. IntelliSys (2) (2021)
Abeer Dyoub, Stefania Costantini, Francesca A. Lisi, Ivan Letteri
Ethical Monitoring and Evaluation of Dialogues with a MAS. CILC (2021)
Abeer Dyoub, Stefania Costantini, Ivan Letteri, Francesca A. Lisi
A Logic-based Multi-agent System for Ethical Monitoring and Evaluation of Dialogues. ICLP Technical Communications (2021)
Ivan Letteri, Antonio Di Cecco, Abeer Dyoub, Giuseppe Della Penna
A Novel Resampling Technique for Imbalanced Dataset Optimization. CoRR (2020)
Abeer Dyoub, Stefania Costantini, Francesca Alessandra Lisi, Ivan Letteri
Logic-based Machine Learning for Transparent Ethical Agents. CILC (2020)
Abeer Dyoub, Stefania Costantini, Francesca A. Lisi, Giovanni De Gasperis
Demo Paper: Monitoring and Evaluation of Ethical Behavior in Dialog Systems. PAAMS (2020)
Abeer Dyoub, Stefania Costantini, Francesca A. Lisi
Logic Programming and Machine Ethics. ICLP Technical Communications (2020)
Abeer Dyoub, Stefania Costantini, Francesca Alessandra Lisi
Learning Answer Set Programming Rules For Ethical Machines. CILC (2019)
Abeer Dyoub, Stefania Costantini, Francesca A. Lisi
An Approach Towards Ethical Chatbots in Customer Service. AIRO@AI*IA (2019)
Abeer Dyoub, Stefania Costantini, Francesca A. Lisi
Towards Ethical Machines Via Logic Programming. ICLP Technical Communications (2019)
Abeer Dyoub, Stefania Costantini, Francesca A. Lisi
Towards an ILP Application in Machine Ethics. ILP (2019)
Abeer Dyoub, Stefania Costantini, Giovanni De Gasperis
Answer set programming and agents. Knowl. Eng. Rev. 33 (2018)
Stefania Costantini, Giovanni De Gasperis, Abeer Dyoub, Valentina Pitoni
Trustworthiness and Safety for Intelligent Ethical Logical Agents via Interval Temporal Logic and Runtime Self-Checking. AAAI Spring Symposia (2018)
Stefania Costantini, Abeer Dyoub, Valentina Pitoni
Towards Humanized Ethical Intelligent Agents: the role of Reflection and Introspection. CILC (2018)
Stefania Costantini, Abeer Dyoub, Valentina Pitoni
Reflection and Introspection for Humanized Intelligent Agents. Bridging@IJCAI/ECAI (2018)
Abeer Dyoub, Giovanni De Gasperis
Rule-Based Supervisor and Checker of Deep Learning Perception Modules in Cognitive Robotics. RuleML+RR (Supplement) (2017)