Ionut Muraretu

According to our database, Ionut Muraretu authored at least 17 papers between 2018 and 2026.

Collaborative distances:

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

2026

Enhancing network engineering capabilities through LLM fine-tuning with automatically generated datasets.

Claudiu Traistaru, Florin Pop, Costin Badica, Catalina Mancas, Ionut Muraretu

Comput. Sci. Inf. Syst., 2026

2025

Explainable Recommender Systems Through Reinforcement Learning and Knowledge Distillation on Knowledge Graphs.

Alexandra Vultureanu-Albisi, Ionut Muraretu, Costin Badica

Inf., 2025

ABMS-Driven Reinforcement Learning for Dynamic Resource Allocation in Mass Casualty Incidents.

Ionut Muraretu, Alexandra Vultureanu-Albisi, Sorin Ilie, Costin Badica

Future Internet, 2025

Visualization of Training and Testing Results for Solving Mountain Car Problem Using Q-Learning.

Gabriel-Catalin Nedianu, Ionut Muraretu, Costin Badica

Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2025

An Agent-Based Architecture for Modeling and Analyzing IoT-Edge-Cloud Continuum Systems.

Daniel-Costel Bouleanu, Ionut Muraretu, Costin Badica, Giancarlo Fortino

Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2025

2024

A Trustworthy and Explainable AI Recommender System: Job Domain Case Study.

Alexandra Vultureanu-Albisi, Ionut Muraretu, Costin Badica

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2024

Modelling aircraft noise map around an airport using machine learning.

Valohery Clermont Rafanambinantsoa, Ionut Dorinel Muraretu, William Germain Dimbisoa, Thomas Mahatody, Costin Badica, Raft Razafindrakoto

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2024

Agent-Based Simulation Leveraging Declarative Modeling for Efficient Resource Allocation in Emergency Scenarios.

Ionut Muraretu, Alexandra Vultureanu-Albisi, Sorin Ilie, Costin Badica

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2024

Towards Understanding News Plagiarism: Theoretical and Experimental Analysis.

Ruxandra Marinescu-Ghemeci, Adrian Miclaus, Ionut Muraretu, Alexandru Popa

Proceedings of the Algorithmic Aspects in Information and Management, 2024

2023

A Microservice-Based Multi-agent System for the Job Market.

Ionut Muraretu, Daniel-Costel Bouleanu, Alexandra Vultureanu-Albisi, Costin Badica, Dimitrios Sarafis, Kalliopi Kravari, Periklis Chatzimisios

Proceedings of the Intelligent Distributed Computing XVI, 2023

2020

On the Role of Python in Programming-Related Courses for Computer Science and Engineering Academic Education.

Costin Badica, Amelia Badica, Mirjana Ivanovic, Ionut Dorinel Muraretu, Daniela Popescu, Cristinel Ungureanu

Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

Experiments with Declarative Modeling of Maximum Clique Problem Using Solvers Supported by MiniZinc.

Ionut Muraretu, Costin Badica

Proceedings of the 24th International Conference on System Theory, Control and Computing, 2020

2019

A Multi-Agent Placement System for Virtual Network Functions in a Cloud-Based Architecture.

Sara Retal, Abdellah Idrissi, Costin Badica, Ionut Muraretu

Proceedings of the 21st International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2019

Feasibility of an Agent-Based Investment Platform for Renewable Energy Source Implementation.

Mihaela Ilie, Diana Firinca, Ionut Muraretu, Sorin Ilie

Proceedings of the 21st International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2019

A Semiautomated Human Resource Management System.

Mihaela Ilie, Sorin Ilie, Ionut Muraretu

Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Theoretical Feasibility of a Fleet of Crowd Supplied Rental Vehicles.

Mihaela Ilie, Ionut Muraretu, Sorin Ilie

Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

2018

An Adaptive Recommender System for Human Resource Allocation in Software Projects - Initial Results on an Agent-Based Simulation.

Mihaela Ilie, Sorin Ilie, Ionut Muraretu

Proceedings of the 20th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2018