Résultats de recherche

SynopsisLes méthodes deep learning sont devenues de plus en plus populaires pour construire des systèmes intelligents. Actuellement, de nombreuses architectures deep learning constituent l'état de l'art dans leurs domaines respectifs, tels que la reconnaissance d'images, la génération de texte, la reconnaissance vocale, etc. La disponibilité de bibliothèques et de frameworks matures pour développer de tels systèmes est également un facteur clé de ce succès.Ce travail explore l'utilisation de ces architectures pour construire des systèmes intelligents pour les langues des signes. La création grands corpus de données en langue des signes a rendu possible l'entraînement d'architectures deep learning à partir de zéro. Les contributions présentées dans ce travail couvrent tous les aspects du développement d'un système intelligent basé sur l'apprentissage profond. Une première contribution est la création d’une base de données pour la Langue des Signes de Belgique Francophone (LSFB). Celle-ci est dérivé d’un corpus existant et a été adapté aux besoins des méthodes deep learning. La possibilité de recourir à des méthodes de collecte participative (crowdsourcing) pour recueillir d'avantages de données est également explorée.La deuxième contribution est le développement ou l’adaptation d'architectures pour la reconnaissance automatique de la langue des signes. L'utilisation de méthodes contrastives pour apprendre de meilleures représentations est explorée, et la transférabilité de ces représentations à d'autres langues des signes est évaluée.Enfin, la dernière contribution est l’intégration des modèles dans des logiciels destinés au grand public. Cela a permis de mener une réflexion sur les défis lié à l'intégration d'un module intelligent dans le cycle de vie du développement logiciel.Membres du juryProf. Wim VANHOOF, Président, Université de NamurProf. Benoît FRENAY, Promoteur, Université de NamurProf. Anthony CLEVE, Co-promoteur, Université de NamurProf. Laurence MEURANT, Membre interne, Université de NamurProf. Lorenzo BARALDI, Membre externe, Université de ModèneProf. Annelies BRAFFORT, Membre externe, Université de Paris-SaclayProf. Joni DAMBRE, Membre externe, Université de Gand 

Notre centre de formation propose des formations variées aux différents professionnels de l’enseignement et de l’accompagnement.Les formations proposées sont créées sur base des besoins émergents du terrain, nos résultats de recherche et sur la littérature scientifique récente mettant à jour les pratiques porteuses pour les professionnels.

This thesis presents a novel approach to address the challenges of deploying and managing Network Functions Virtualization (NFV) in resource-constrained and multi-domain environments. The proposed solution leverages a Raspberry Pi clusterbased approach for NFV deployment in resource-constrained environments, combined with a deployable Sidecar VNF (S-VNF) coordinator for multi-domain NFV orchestration.The thesis demonstrates the feasibility of integrating NFV into edge computing environments by successfully deploying and managing Network Services (NSs) on a Raspberry Pi cluster. The S-VNF coordinator facilitates efficient cross-cloud VNF deployment and management while ensuring security and interoperability.While the obtained deployment and scaling delays in the testbed setup were significant due to the bare-metal deployment process used, the proposed solution remains valuable in environments where service maintenance time is a critical factor.By automating deployment and scaling, organizations can minimize the impact of service maintenance time, improve customer satisfaction, and enhance system resilience. Moreover, the solution enables NFV to be deployed effectively in edge environments, providing benefits such as reduced latency and improved network performance.Overall, this thesis contributes to the advancement of NFV by providing innovative solutions for deployment and management in challenging environments. The proposed framework has the potential to enable the widespread adoption of NFV and drive the development of new network services.Dirigée par le Prof. Laurent SCHUMACHER et le Prof. Sokchenda SRENG.Devant un jury composé de :Prof. Wim VANHOOF, Président, Université de NamurProf. Laurent SCHUMACHER, Co-Promoteur, Université de NamurProf. Sokchenda SRENG, Co-Promoteur, ITC Graduate School (Cambodge)Prof. Florentin ROCHET, Membre interne, Université de NamurProf. Johann MARQUEZ-BARJA, Membre externe, Université d’AnversProf. Bruno QUOITIN, Membre externe, Université de MonsProf. Raveth HIN, Membre externe, ITC Graduate School (Cambodge)Vous êtes cordialement invités à un drink, qui suivra la soutenance publique.Pour une bonne organisation, merci de donner votre réponse pour le jeudi 20 mars.Contact : Daelman Isabelle – isabelle.daelman@unamur.be

Le programme de la soirée : 16h45 – 17h00 : Accueil à La Bourse - Place d'Armes 1 à Namur17h00 – 18h30 : Conférence sur le thème : « Vers une informatique toujours plus humaine et responsable »Mot d’accueil : Wim Vanhoof – Doyen de la faculté d’informatiqueManel BarkallahJules DejaeghereXavier DevroyeJérôme FinkRobin GhyselinckJérôme MaquoiAnthony SimonofskiBenoît Vanderose18h30 – 18h45 : Pause18h45 – 19h45 : Mot de la Rectrice et carte blanche du Professeur Naji HabraCet événement, qui allie réflexion et convivialité, sera une occasion unique d’échanger autour de l'impact de l'informatique sur la société, dans une ambiance propice à la discussion et à la célébration.

Les 23 et 24 janvier 2025, des experts de l’UNamur étaient présents au salon SETT (School Education Transformation Technology) pour sa sixième édition. Un rendez-vous incontournable du numérique dans l'enseignement en Fédération Wallonie-Bruxelles, dédié aux directeurs, enseignants et conseillers technico-pédagogiques.  

L’espace est devenu le lieu d’importants enjeux économiques et stratégiques. Membre de l’Alliance européenne UNIVERSEH, l’UNamur explore cette thématique spatiale dans ses différents départements, de la physique à la géologie, en passant par les mathématiques, l’informatique ou la philosophie. Sans oublier de s’adresser au grand public, que les étoiles font toujours rêver...

English versionIn the context of an international Chaire Francqui 2024-2025, the Faculty of Computer Science (UNamur) has the honor to receive Professor Arie Van Deursen (TU Delft, Netherlands ) from the 24th to the 27st of March, for a series of lectures on the theme of: “ Explainable Software Engineering ”. 

English versionIn the context of an international Chaire Francqui 2024-2025, the Faculty of Computer Science (UNamur) has the honor to receive Professor Arie Van Deursen (TU Delft, Netherlands ) from the 24th to the 27st of March, for a series of lectures on the theme of: “ Explainable Software Engineering ”.The inaugural lecture, entitled “Explainable Software Engineering in the Public Sector”, will be held on the 25th of March 2025, at 6pm at PA02 (Sentier Thomas, 5000 – Namur).Version française Dans le cadre d’une Chaire Francqui internationale 2024-2025, la faculté d’informatique (UNamur) aura le plaisir de recevoir le Professeur Arie Van Deursen (TU Delft, Pays-bas) du 24 au 27 mars 2025, pour une série de leçons sur le thème: "Explainable Software Engineering".   La leçon inaugurale, intitulée "Explainable Software Engineering in the Public Sector ", se tiendra le mardi 25 mars 2025 à 18h00 au PA02 (Sentier Thomas, 5000 – Namur). Explainable Software Engineering in the Public Sector The field of software engineering seeks to devise theories, methods, tools, and techniques that support the development, operation, and evolution of the digital infrastructure modern society relies on. While the software engineering capabilities have advanced substantially over the past decades, it remains challenging to deliver high quality systems in a timely and cost-effective manner. Government system in particular have a weak reputation in this respect.To better understand why, we analyze 125 complex software projects in the public sector in The Netherlands. The projects are described in public reports published by the Advisory Council on IT Assessments (AcICT), which advises the Dutch parliament and cabinet on riks and chances of success in complex Information Technology (IT) projects. The projects span a time period of 10 years, represent a total budget of over 14 billion Euros, and cover such areas as tax collection, social security, pensions, health, traffic control, defense, or water management.We study these reports through the lens of "explainability", focusing on supporting decision making. Furthermore, we reflect on current advances in software engineering, including modern software testing and large language models, in addressing current software engineering challenges. Program INAUGURAL LECTURE: Explainable Software Engineering in the Public Sector - Tuesday 25/03 – 18:00-19:00 – PA02 SESSION 1 : Architectural decision making in software engineering - Monday 24/03 – 10:30-12:30 – I33SESSION 2 : Tests as executable explanations - Tuesday 25/03 – 14:00-16:00 – I33SESSION 3 : Technical debt, test smells, legacy systems - Wednesday 26/03 – 14:00-16:00 – I33SESSION 4 : Artificial Intelligence for Software Engineering - Thursday 27/03 – 10:30-12:30 – I33 About the speaker Arie van Deursen is a professor at Delft University of Technology, where he leads the Software Engineering Research Group. His research interests include software testing, language models for code, trustworthy artificial intelligence, and human aspects of software engineering. He presently serves as chair of the Steering Commmittee of the ACM/IEEE International Conference on Software Engineering (ICSE).He is a member of the Dutch Advisory Council on IT Assessments (AcICT), as well as a member of the Advisory Board of ING Bank The Netherlands. In 2023, he was elected fellow of the Netherlands Academy of Engineering (NAE). En savoir plus S'inscrire à l'événement

English versionIn the context of an international Chaire Francqui 2024-2025, the Faculty of Computer Science (UNamur) has the honor to receive Professor Arie Van Deursen (TU Delft, Netherlands ) from the 24th to the 27st of March, for a series of lectures on the theme of: “ Explainable Software Engineering ”.The inaugural lecture, entitled “Explainable Software Engineering in the Public Sector”, will be held on the 25th of March 2025, at 6pm at PA02 (Sentier Thomas, 5000 – Namur).Version françaiseDans le cadre d’une Chaire Francqui internationale 2024-2025, la faculté d’informatique (UNamur) aura le plaisir de recevoir le Professeur Arie Van Deursen (TU Delft, Pays-bas) du 24 au 27 mars 2025, pour une série de leçons sur le thème: "Explainable Software Engineering".   La leçon inaugurale, intitulée "Explainable Software Engineering in the Public Sector ", se tiendra le mardi 25 mars 2025 à 18h00 au PA02 (Sentier Thomas, 5000 – Namur). Explainable Software Engineering in the Public Sector The field of software engineering seeks to devise theories, methods, tools, and techniques that support the development, operation, and evolution of the digital infrastructure modern society relies on. While the software engineering capabilities have advanced substantially over the past decades, it remains challenging to deliver high quality systems in a timely and cost-effective manner. Government system in particular have a weak reputation in this respect.To better understand why, we analyze 125 complex software projects in the public sector in The Netherlands. The projects are described in public reports published by the Advisory Council on IT Assessments (AcICT), which advises the Dutch parliament and cabinet on riks and chances of success in complex Information Technology (IT) projects. The projects span a time period of 10 years, represent a total budget of over 14 billion Euros, and cover such areas as tax collection, social security, pensions, health, traffic control, defense, or water management.We study these reports through the lens of "explainability", focusing on supporting decision making. Furthermore, we reflect on current advances in software engineering, including modern software testing and large language models, in addressing current software engineering challenges. Program INAUGURAL LECTURE: Explainable Software Engineering in the Public Sector - Tuesday 25/03 – 18:00-19:00 – PA02 SESSION 1 : Architectural decision making in software engineering - Monday 24/03 – 10:30-12:30 – I33SESSION 2 : Tests as executable explanations - Tuesday 25/03 – 14:00-16:00 – I33SESSION 3 : Technical debt, test smells, legacy systems - Wednesday 26/03 – 14:00-16:00 – I33SESSION 4 : Artificial Intelligence for Software Engineering - Thursday 27/03 – 10:30-12:30 – I33 About the speaker Arie van Deursen is a professor at Delft University of Technology, where he leads the Software Engineering Research Group. His research interests include software testing, language models for code, trustworthy artificial intelligence, and human aspects of software engineering. He presently serves as chair of the Steering Commmittee of the ACM/IEEE International Conference on Software Engineering (ICSE).He is a member of the Dutch Advisory Council on IT Assessments (AcICT), as well as a member of the Advisory Board of ING Bank The Netherlands. In 2023, he was elected fellow of the Netherlands Academy of Engineering (NAE). En savoir plus S'inscrire à l'événement

English versionIn the context of an international Chaire Francqui 2024-2025, the Faculty of Computer Science (UNamur) has the honor to receive Professor Arie Van Deursen (TU Delft, Netherlands ) from the 24th to the 27st of March, for a series of lectures on the theme of: “ Explainable Software Engineering ”.The inaugural lecture, entitled “Explainable Software Engineering in the Public Sector”, will be held on the 25th of March 2025, at 6pm at PA02 (Sentier Thomas, 5000 – Namur).Version françaiseDans le cadre d’une Chaire Francqui internationale 2024-2025, la faculté d’informatique (UNamur) aura le plaisir de recevoir le Professeur Arie Van Deursen (TU Delft, Pays-bas) du 24 au 27 mars 2025, pour une série de leçons sur le thème: "Explainable Software Engineering".   La leçon inaugurale, intitulée "Explainable Software Engineering in the Public Sector ", se tiendra le mardi 25 mars 2025 à 18h00 au PA02 (Sentier Thomas, 5000 – Namur). Explainable Software Engineering in the Public Sector The field of software engineering seeks to devise theories, methods, tools, and techniques that support the development, operation, and evolution of the digital infrastructure modern society relies on. While the software engineering capabilities have advanced substantially over the past decades, it remains challenging to deliver high quality systems in a timely and cost-effective manner. Government system in particular have a weak reputation in this respect.To better understand why, we analyze 125 complex software projects in the public sector in The Netherlands. The projects are described in public reports published by the Advisory Council on IT Assessments (AcICT), which advises the Dutch parliament and cabinet on riks and chances of success in complex Information Technology (IT) projects. The projects span a time period of 10 years, represent a total budget of over 14 billion Euros, and cover such areas as tax collection, social security, pensions, health, traffic control, defense, or water management.We study these reports through the lens of "explainability", focusing on supporting decision making. Furthermore, we reflect on current advances in software engineering, including modern software testing and large language models, in addressing current software engineering challenges. Program INAUGURAL LECTURE: Explainable Software Engineering in the Public Sector - Tuesday 25/03 – 18:00-19:00 – PA02 SESSION 1 : Architectural decision making in software engineering - Monday 24/03 – 10:30-12:30 – I33SESSION 2 : Tests as executable explanations - Tuesday 25/03 – 14:00-16:00 – I33SESSION 3 : Technical debt, test smells, legacy systems - Wednesday 26/03 – 14:00-16:00 – I33SESSION 4 : Artificial Intelligence for Software Engineering - Thursday 27/03 – 10:30-12:30 – I33 About the speaker Arie van Deursen is a professor at Delft University of Technology, where he leads the Software Engineering Research Group. His research interests include software testing, language models for code, trustworthy artificial intelligence, and human aspects of software engineering. He presently serves as chair of the Steering Commmittee of the ACM/IEEE International Conference on Software Engineering (ICSE).He is a member of the Dutch Advisory Council on IT Assessments (AcICT), as well as a member of the Advisory Board of ING Bank The Netherlands. In 2023, he was elected fellow of the Netherlands Academy of Engineering (NAE). En savoir plus sur Arie van Deursen S'inscrire à l'événement

English versionIn the context of an international Chaire Francqui 2024-2025, the Faculty of Computer Science (UNamur) has the honor to receive Professor Arie Van Deursen (TU Delft, Netherlands ) from the 24th to the 27st of March, for a series of lectures on the theme of: “ Explainable Software Engineering ”.The inaugural lecture, entitled “Explainable Software Engineering in the Public Sector”, will be held on the 25th of March 2025, at 6pm at PA02 (Sentier Thomas, 5000 – Namur).Version françaiseDans le cadre d’une Chaire Francqui internationale 2024-2025, la faculté d’informatique (UNamur) aura le plaisir de recevoir le Professeur Arie Van Deursen (TU Delft, Pays-bas) du 24 au 27 mars 2025, pour une série de leçons sur le thème: "Explainable Software Engineering".   La leçon inaugurale, intitulée "Explainable Software Engineering in the Public Sector ", se tiendra le mardi 25 mars 2025 à 18h00 au PA02 (Sentier Thomas, 5000 – Namur). Explainable Software Engineering in the Public Sector The field of software engineering seeks to devise theories, methods, tools, and techniques that support the development, operation, and evolution of the digital infrastructure modern society relies on. While the software engineering capabilities have advanced substantially over the past decades, it remains challenging to deliver high quality systems in a timely and cost-effective manner. Government system in particular have a weak reputation in this respect.To better understand why, we analyze 125 complex software projects in the public sector in The Netherlands. The projects are described in public reports published by the Advisory Council on IT Assessments (AcICT), which advises the Dutch parliament and cabinet on riks and chances of success in complex Information Technology (IT) projects. The projects span a time period of 10 years, represent a total budget of over 14 billion Euros, and cover such areas as tax collection, social security, pensions, health, traffic control, defense, or water management.We study these reports through the lens of "explainability", focusing on supporting decision making. Furthermore, we reflect on current advances in software engineering, including modern software testing and large language models, in addressing current software engineering challenges. Program INAUGURAL LECTURE: Explainable Software Engineering in the Public Sector - Tuesday 25/03 – 18:00-19:00 – PA02 SESSION 1 : Architectural decision making in software engineering - Monday 24/03 – 10:30-12:30 – I33SESSION 2 : Tests as executable explanations - Tuesday 25/03 – 14:00-16:00 – I33SESSION 3 : Technical debt, test smells, legacy systems - Wednesday 26/03 – 14:00-16:00 – I33SESSION 4 : Artificial Intelligence for Software Engineering - Thursday 27/03 – 10:30-12:30 – I33 About the speaker Arie van Deursen is a professor at Delft University of Technology, where he leads the Software Engineering Research Group. His research interests include software testing, language models for code, trustworthy artificial intelligence, and human aspects of software engineering. He presently serves as chair of the Steering Commmittee of the ACM/IEEE International Conference on Software Engineering (ICSE).He is a member of the Dutch Advisory Council on IT Assessments (AcICT), as well as a member of the Advisory Board of ING Bank The Netherlands. In 2023, he was elected fellow of the Netherlands Academy of Engineering (NAE). En savoir plus S'inscrire à l'événement

English versionIn the context of an international Chaire Francqui 2024-2025, the Faculty of Computer Science (UNamur) has the honor to receive Professor Arie Van Deursen (TU Delft, Netherlands ) from the 24th to the 27st of March, for a series of lectures on the theme of: “ Explainable Software Engineering ”.The inaugural lecture, entitled “Explainable Software Engineering in the Public Sector”, will be held on the 25th of March 2025, at 6pm at PA02 (Sentier Thomas, 5000 – Namur).Version françaiseDans le cadre d’une Chaire Francqui internationale 2024-2025, la faculté d’informatique (UNamur) aura le plaisir de recevoir le Professeur Arie Van Deursen (TU Delft, Pays-bas) du 24 au 27 mars 2025, pour une série de leçons sur le thème: "Explainable Software Engineering".   La leçon inaugurale, intitulée "Explainable Software Engineering in the Public Sector ", se tiendra le mardi 25 mars 2025 à 18h00 au PA02 (Sentier Thomas, 5000 – Namur). Explainable Software Engineering in the Public Sector The field of software engineering seeks to devise theories, methods, tools, and techniques that support the development, operation, and evolution of the digital infrastructure modern society relies on. While the software engineering capabilities have advanced substantially over the past decades, it remains challenging to deliver high quality systems in a timely and cost-effective manner. Government system in particular have a weak reputation in this respect.To better understand why, we analyze 125 complex software projects in the public sector in The Netherlands. The projects are described in public reports published by the Advisory Council on IT Assessments (AcICT), which advises the Dutch parliament and cabinet on riks and chances of success in complex Information Technology (IT) projects. The projects span a time period of 10 years, represent a total budget of over 14 billion Euros, and cover such areas as tax collection, social security, pensions, health, traffic control, defense, or water management.We study these reports through the lens of "explainability", focusing on supporting decision making. Furthermore, we reflect on current advances in software engineering, including modern software testing and large language models, in addressing current software engineering challenges. Program INAUGURAL LECTURE: Explainable Software Engineering in the Public Sector - Tuesday 25/03 – 18:00-19:00 – PA02 SESSION 1 : Architectural decision making in software engineering - Monday 24/03 – 10:30-12:30 – I33SESSION 2 : Tests as executable explanations - Tuesday 25/03 – 14:00-16:00 – I33SESSION 3 : Technical debt, test smells, legacy systems - Wednesday 26/03 – 14:00-16:00 – I33SESSION 4 : Artificial Intelligence for Software Engineering - Thursday 27/03 – 10:30-12:30 – I33 About the speaker Arie van Deursen is a professor at Delft University of Technology, where he leads the Software Engineering Research Group. His research interests include software testing, language models for code, trustworthy artificial intelligence, and human aspects of software engineering. He presently serves as chair of the Steering Commmittee of the ACM/IEEE International Conference on Software Engineering (ICSE).He is a member of the Dutch Advisory Council on IT Assessments (AcICT), as well as a member of the Advisory Board of ING Bank The Netherlands. In 2023, he was elected fellow of the Netherlands Academy of Engineering (NAE). En savoir plus S'inscrire à l'événement