Abeer Dyoub

According to our database, Abeer Dyoub authored at least 29 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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

Abeer Dyoub, Ivan Letteri

CoRR, 2024

A Procedural Idea of Decision-making in the Context of Symbiotic AI.

Piero Marra, Lorenzo Pulito, Antonio Carnevale, Antonio Lombardi, Abeer Dyoub, Francesca A. Lisi

Proceedings of the 1st International Workshop on Designing and Building Hybrid Human-AI Systems co-located with 17th International Conference on Advanced Visual Interfaces (AVI 2024), 2024

Acceptability of Symbiotic Artificial Intelligence: Highlights from the FAIR project.

Francesca Alessandra Lisi, Antonio Carnevale, Abeer Dyoub, Antonio Lombardi, Piero Marra, Lorenzo Pulito

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Leveraging Bio-Inspired Optimization Algorithms for Advanced Feature Selection in Chronic Disease Datasets.

Ivan Letteri, Abeer Dyoub

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Towards Ethical Risk Assessment of Symbiotic AI Systems with Fuzzy Rules.

Abeer Dyoub, Francesca Alessandra Lisi

Proceedings of the 3rd Workshop on Bias, 2024

2023

Extension of constraint-procedural logic-generated environments for deep Q-learning agent training and benchmarking.

Giovanni De Gasperis, Stefania Costantini, Andrea Rafanelli, Patrizio Migliarini, Ivan Letteri, Abeer Dyoub

J. Log. Comput., December, 2023

Towards Empathetic Care Robots.

Abeer Dyoub, Stefania Costantini, Andrea Monaldini, Pierangelo Dell'Acqua

Proceedings of the Italia Intelligenza Artificiale, 2023

Trading Strategy Validation Using Forwardtesting with Deep Neural Networks.

Ivan Letteri, Giuseppe Della Penna, Giovanni De Gasperis, Abeer Dyoub

Proceedings of the 5th International Conference on Finance, 2023

Empathy-Aware Behavior Trees for Social Care Decision Systems.

Pierangelo Dell'Acqua, Stefania Costantini, Abeer Dyoub, Giovanni De Gasperis, Andrea Monaldini, Andrea Rafanelli

Proceedings of the CENTERIS 2023 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2023

2022

Learning Domain Ethical Principles from Interactions with Users.

Abeer Dyoub, Stefania Costantini, Francesca Alessandra Lisi

Digit. Soc., December, 2022

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

Ivan Letteri, Giuseppe Della Penna, Giovanni De Gasperis, Abeer Dyoub

CoRR, 2022

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

Ivan Letteri, Giuseppe Della Penna, Giovanni De Gasperis, Abeer Dyoub

CoRR, 2022

Care Robots Learning Rules of Ethical Behavior Under the Supervision of an Ethical Teacher (Short paper).

Abeer Dyoub, Stefania Costantini, Ivan Letteri

Proceedings of the Joint Proceedings of the 1st International Workshop on HYbrid Models for Coupling Deductive and Inductive ReAsoning (HYDRA 2022) and the 29th RCRA Workshop on Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion (RCRA 2022) co-located with the 16th International Conference on Logic Programming and Non-monotonic Reasoning (LPNMR 2022), 2022

2021

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

Abeer Dyoub, Stefania Costantini, Ivan Letteri, Francesca A. Lisi

Proceedings of the Proceedings 37th International Conference on Logic Programming (Technical Communications), 2021

Imbalanced Dataset Optimization with New Resampling Techniques.

Ivan Letteri, Antonio Di Cecco, Abeer Dyoub, Giuseppe Della Penna

Proceedings of the Intelligent Systems and Applications, 2021

Ethical Monitoring and Evaluation of Dialogues with a MAS.

Abeer Dyoub, Stefania Costantini, Francesca A. Lisi, Ivan Letteri

Proceedings of the 36th Italian Conference on Computational Logic, 2021

2020

A Novel Resampling Technique for Imbalanced Dataset Optimization.

Ivan Letteri, Antonio Di Cecco, Abeer Dyoub, Giuseppe Della Penna

CoRR, 2020

Logic Programming and Machine Ethics.

Abeer Dyoub, Stefania Costantini, Francesca A. Lisi

Proceedings of the Proceedings 36th International Conference on Logic Programming (Technical Communications), 2020

Demo Paper: Monitoring and Evaluation of Ethical Behavior in Dialog Systems.

Abeer Dyoub, Stefania Costantini, Francesca A. Lisi, Giovanni De Gasperis

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection, 2020

Logic-based Machine Learning for Transparent Ethical Agents.

Abeer Dyoub, Stefania Costantini, Francesca Alessandra Lisi, Ivan Letteri

Proceedings of the 35th Italian Conference on Computational Logic, 2020

2019

Towards Ethical Machines Via Logic Programming.

Abeer Dyoub, Stefania Costantini, Francesca A. Lisi

Proceedings of the Proceedings 35th International Conference on Logic Programming (Technical Communications), 2019

Towards an ILP Application in Machine Ethics.

Abeer Dyoub, Stefania Costantini, Francesca A. Lisi

Proceedings of the Inductive Logic Programming - 29th International Conference, 2019

Learning Answer Set Programming Rules For Ethical Machines.

Abeer Dyoub, Stefania Costantini, Francesca Alessandra Lisi

Proceedings of the 34th Italian Conference on Computational Logic, 2019

An Approach Towards Ethical Chatbots in Customer Service.

Abeer Dyoub, Stefania Costantini, Francesca A. Lisi

Proceedings of the 6th Italian Workshop on Artificial Intelligence and Robotics co-located with the XVIII International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019), 2019

2018

Answer set programming and agents.

Abeer Dyoub, Stefania Costantini, Giovanni De Gasperis

Knowl. Eng. Rev., 2018

Reflection and Introspection for Humanized Intelligent Agents.

Stefania Costantini, Abeer Dyoub, Valentina Pitoni

Proceedings of the fourth Workshop on Bridging the Gap between Human and Automated Reasoningco-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018

Towards Humanized Ethical Intelligent Agents: the role of Reflection and Introspection.

Stefania Costantini, Abeer Dyoub, Valentina Pitoni

Proceedings of the 33rd Italian Conference on Computational Logic, 2018

Trustworthiness and Safety for Intelligent Ethical Logical Agents via Interval Temporal Logic and Runtime Self-Checking.

Stefania Costantini, Giovanni De Gasperis, Abeer Dyoub, Valentina Pitoni

Proceedings of the 2018 AAAI Spring Symposia, 2018

2017

Rule-Based Supervisor and Checker of Deep Learning Perception Modules in Cognitive Robotics.

Abeer Dyoub, Giovanni De Gasperis

Proceedings of the Doctoral Consortium, 2017