Rania Mzid

Orcid: 0000-0002-3086-370X

According to our database1, Rania Mzid authored at least 33 papers between 2010 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
RLSPL: A software product line for streamlining reinforcement learning project development.
Inf. Softw. Technol., 2026

Exploring full and parameter-efficient fine-tuning techniques for transformer-based design pattern detection.
Inf. Softw. Technol., 2026

How Can the RLSPL Framework Strengthen Traceability and Reproducibility in Reinforcement Learning Projects?
Proceedings of the 21st International Conference on Evaluation of Novel Approaches to Software Engineering, 2026

2025
Software architecture design for real-time control systems: how design patterns could help?
Innov. Syst. Softw. Eng., December, 2025

User comfort or sustainability? A multi-objective reinforcement learning strategy for the IoMT with harvesting energy.
Clust. Comput., October, 2025

Investigating the performance of multi-objective reinforcement learning techniques in the context of IoT with harvesting energy.
J. Supercomput., March, 2025

DetectorsForge: A Software Product Line for Transfer-learning in Code Smells Detection.
Proceedings of the 22nd IEEE/ACS International Conference on Computer Systems and Applications, 2025

2024
Attention-based Method for Design Pattern Detection.
Dataset, June, 2024

Real-time design patterns for the verification of safety-critical embedded systems in model-based approach.
J. Supercomput., May, 2024

Research Landscape of Patterns in Software Engineering: Taxonomy, State-of-the-Art, and Future Directions.
SN Comput. Sci., April, 2024

Reinforcement Learning for Multi-Objective Task Placement on Heterogeneous Architectures with Real-Time Constraints.
Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering, 2024

Attention-Based Method for Design Pattern Detection.
Proceedings of the Software Architecture - 18th European Conference, 2024

2023
A reinforcement learning-based approach for online optimal control of self-adaptive real-time systems.
Neural Comput. Appl., September, 2023

PSRL: A New Method for Real-Time Task Placement and Scheduling Using Reinforcement Learning.
Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

2022
Use of Compiler Intermediate Representation for Reverse Engineering: A Case Study for GCC Compiler and UML Activity Diagram.
Proceedings of the 10th International Conference on Model-Driven Engineering and Software Development, 2022

A Multi-objective Evolution Strategy for Real-Time Task Placement on Heterogeneous Processors.
Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

On the Use of Reinforcement Learning for Real-Time System Design and Refactoring.
Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

2020
A guidance framework for synthesis of multi-core reconfigurable real-time systems.
Inf. Sci., 2020

2019
Multiobjective Optimization Approach for a Portable Development of Reconfigurable Real-Time Systems: From Specification to Implementation.
IEEE Trans. Syst. Man Cybern. Syst., 2019

From real-time design model to RTOS-specific models: a model-driven methodology.
Int. J. Embed. Syst., 2019

2018
Portable Synthesis of Multi-core Real-Time Systems with Reconfiguration Constraints.
Proceedings of the Evaluation of Novel Approaches to Software Engineering, 2018

A New Approach for Optimal Implementation of Multi-core Reconfigurable Real-time Systems.
Proceedings of the 13th International Conference on Evaluation of Novel Approaches to Software Engineering, 2018

2016
UML-based reconfigurable middleware for design-level timing verification in model-based approach.
Proceedings of the 11th International Design & Test Symposium, 2016

A New Approach for Automatic Development of Reconfigurable Real-Time Systems.
Proceedings of the Software Technologies, 11th International Joint Conference, 2016

MILP-based Approach for Optimal Implementation of Reconfigurable Real-time Systems.
Proceedings of the 11th International Joint Conference on Software Technologies (ICSOFT 2016) - Volume 1: ICSOFT-EA, Lisbon, Portugal, July 24, 2016

2014
Rétro-ingénierie des plateformes pour le déploiement des applications temps réel. (Reverse Engineering of platforms for the deployment of real-time applications).
PhD thesis, 2014

RTOS-Aware Refactoring for Portable Real-Time Design Models.
J. Softw., 2014

SRMP: a software pattern for deadlocks prevention inreal-time concurrency models.
Proceedings of the QoSA'14, Proceedings of the 10th International ACM SIGSOFT Conference on Quality of Software Architectures (part of CompArch 2014), Marcq-en-Baroeul, Lille, France, June 30, 2014

2013
DPMP: A Software Pattern for Real-Time Tasks Merge.
Proceedings of the Modelling Foundations and Applications - 9th European Conference, 2013

2012
Real-time design models to RTOS-specific models refinement verification.
Proceedings of the 5th International Workshop on Model Based Architecting and Construction of Embedded Systems, 2012

A MDD Approach for RTOS Integration on Valid Real-Time Design Model.
Proceedings of the 38th Euromicro Conference on Software Engineering and Advanced Applications, 2012

2011
IKM - An Identity based Key Management Scheme for Heterogeneous Sensor Networks.
J. Commun., 2011

2010
Adapting TLS handshake protocol for heterogenous IP-based WSN using identity based cryptography.
Proceedings of the International Conference on Wireless and Ubiquitous Systems , 2010


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