Rule-Based Supervisor and Checker of Deep Learning Perception Modules in Cognitive Robotics. - Abeer Dyoub; Giovanni De Gasperis (RuleML+RR (Supplement), 2017)

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 (AAAI Spring Symposia, 2018)

Towards Humanized Ethical Intelligent Agents: the role of Reflection and Introspection. - Stefania Costantini; Abeer Dyoub; Valentina Pitoni (CILC, 2018)

Reflection and Introspection for Humanized Intelligent Agents. - Stefania Costantini; Abeer Dyoub; Valentina Pitoni (Bridging@IJCAI/ECAI, 2018)

Answer set programming and agents. - Abeer Dyoub; Stefania Costantini; Giovanni De Gasperis (Knowl. Eng. Rev., 2018)

An Approach Towards Ethical Chatbots in Customer Service. - Abeer Dyoub; Stefania Costantini; Francesca A. Lisi (AIRO@AI*IA, 2019)

Learning Answer Set Programming Rules For Ethical Machines. - Abeer Dyoub; Stefania Costantini; Francesca Alessandra Lisi (CILC, 2019)

Towards an ILP Application in Machine Ethics. - Abeer Dyoub; Stefania Costantini; Francesca A. Lisi (ILP, 2019)

Towards Ethical Machines Via Logic Programming. - Abeer Dyoub; Stefania Costantini; Francesca A. Lisi (ICLP Technical Communications, 2019)

Logic-based Machine Learning for Transparent Ethical Agents. - Abeer Dyoub; Stefania Costantini; Francesca Alessandra Lisi; Ivan Letteri (CILC, 2020)

Demo Paper: Monitoring and Evaluation of Ethical Behavior in Dialog Systems. - Abeer Dyoub; Stefania Costantini; Francesca A. Lisi; Giovanni De Gasperis (PAAMS, 2020)

Logic Programming and Machine Ethics. - Abeer Dyoub; Stefania Costantini; Francesca A. Lisi (ICLP Technical Communications, 2020)

A Novel Resampling Technique for Imbalanced Dataset Optimization. - Ivan Letteri; Antonio Di Cecco; Abeer Dyoub; Giuseppe Della Penna (CoRR, 2020)

Ethical Monitoring and Evaluation of Dialogues with a MAS. - Abeer Dyoub; Stefania Costantini; Francesca A. Lisi; Ivan Letteri (CILC, 2021)

Imbalanced Dataset Optimization with New Resampling Techniques. - Ivan Letteri; Antonio Di Cecco; Abeer Dyoub; Giuseppe Della Penna (IntelliSys (2), 2021)

A Logic-based Multi-agent System for Ethical Monitoring and Evaluation of Dialogues. - Abeer Dyoub; Stefania Costantini; Ivan Letteri; Francesca A. Lisi (ICLP Technical Communications, 2021)

Care Robots Learning Rules of Ethical Behavior Under the Supervision of an Ethical Teacher (Short paper). - Abeer Dyoub; Stefania Costantini; Ivan Letteri (HYDRA/RCRA@LPNMR, 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)

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)

Learning Domain Ethical Principles from Interactions with Users. - Abeer Dyoub; Stefania Costantini; Francesca Alessandra Lisi (Digit. Soc., 2022)

Empathy-Aware Behavior Trees for Social Care Decision Systems. - Pierangelo Dell'Acqua; Stefania Costantini; Abeer Dyoub; Giovanni De Gasperis; Andrea Monaldini; Andrea Rafanelli (CENTERIS/ProjMAN/HCist, 2023)

Trading Strategy Validation Using Forwardtesting with Deep Neural Networks. - Ivan Letteri; Giuseppe Della Penna; Giovanni De Gasperis; Abeer Dyoub (FEMIB, 2023)

Towards Empathetic Care Robots. - Abeer Dyoub; Stefania Costantini; Andrea Monaldini; Pierangelo Dell'Acqua (Ital-IA, 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., 2023)

Towards Ethical Risk Assessment of Symbiotic AI Systems with Fuzzy Rules. - Abeer Dyoub; Francesca Alessandra Lisi (BEWARE@AI*IA, 2024)

Leveraging Bio-Inspired Optimization Algorithms for Advanced Feature Selection in Chronic Disease Datasets. - Ivan Letteri; Abeer Dyoub (Ital-IA, 2024)

Acceptability of Symbiotic Artificial Intelligence: Highlights from the FAIR project. - Francesca Alessandra Lisi; Antonio Carnevale; Abeer Dyoub; Antonio Lombardi; Piero Marra; Lorenzo Pulito (Ital-IA, 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 (SYNERGY@AVI, 2024)

Dataset Optimization for Chronic Disease Prediction with Bio-Inspired Feature Selection. - Abeer Dyoub; Ivan Letteri (CoRR, 2024)

Weighted Assumption Based Argumentation to reason about ethical principles and actions. - Paolo Baldi; Fabio Aurelio D'Asaro; Abeer Dyoub; Francesca A. Lisi (CILC, 2025)

A Fuzzy Approach to the Specification, Verification and Validation of Risk-Based Ethical Decision Making Models. - Abeer Dyoub; Francesca A. Lisi (CoRR, 2025)

ff4ERA: A new Fuzzy Framework for Ethical Risk Assessment in AI. - Abeer Dyoub; Ivan Letteri; Francesca A. Lisi (CoRR, 2025)