Julien Siebert

According to our database, Julien Siebert authored at least 23 papers between 2008 and 2024.

Collaborative distances:

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

2024

Evaluation of large language models for assessing code maintainability.

Marc Dillmann, Julien Siebert, Adam Trendowicz

CoRR, 2024

2023

Applications of statistical causal inference in software engineering.

Julien Siebert

Inf. Softw. Technol., July, 2023

Badgers: generating data quality deficits with Python.

Julien Siebert, Daniel Seifert, Patricia Kelbert, Michael Kläs, Adam Trendowicz

CoRR, 2023

2022

Software Engineering for AI-Based Systems: A Survey.

Silverio Martínez-Fernández, Justus Bogner, Xavier Franch, Marc Oriol, Julien Siebert, Adam Trendowicz, Anna Maria Vollmer, Stefan Wagner

ACM Trans. Softw. Eng. Methodol., 2022

Construction of a quality model for machine learning systems.

Julien Siebert, Lisa Jöckel, Jens Heidrich, Adam Trendowicz, Koji Nakamichi, Kyoko Ohashi, Isao Namba, Rieko Yamamoto, Mikio Aoyama

Softw. Qual. J., 2022

Challenges related to system-of-systems for greening and climate adaptation in smart cities.

Sarah Brandt, Julien Siebert

CoRR, 2022

Towards a Roadmap for Trustworthy Dynamic Systems-of-Systems.

Rasmus Adler, Frank Elberzhager, Julien Siebert

CoRR, 2022

TinyML: A Systematic Review and Synthesis of Existing Research.

Hui Han, Julien Siebert

Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

2021

Data-Driven Technical Debt Management: Software Engineering or Data Science Challenge?

Adam Trendowicz, Julien Siebert, Andreas Jedlitschka

IEEE Softw., 2021

A systematic review of Python packages for time series analysis.

Julien Siebert, Janek Groß, Christof Schroth

CoRR, 2021

2020

Requirements-Driven Method to Determine Quality Characteristics and Measurements for Machine Learning Software and Its Evaluation.

Koji Nakamichi, Kyoko Ohashi, Isao Namba, Rieko Yamamoto, Mikio Aoyama, Lisa Jöckel, Julien Siebert, Jens Heidrich

Proceedings of the 28th IEEE International Requirements Engineering Conference, 2020

Towards Guidelines for Assessing Qualities of Machine Learning Systems.

Julien Siebert, Lisa Jöckel, Jens Heidrich, Koji Nakamichi, Kyoko Ohashi, Isao Namba, Rieko Yamamoto, Mikio Aoyama

Proceedings of the Quality of Information and Communications Technology, 2020

2018

Algorithm Accountability, Algorithm Literacy and the hidden assumptions from algorithms.

Julien Siebert

Proceedings of the Software Engineering und Software Management 2018, 2018

2012

Modélisation multi-niveaux dans AA4MM

Benjamin Camus, Julien Siebert, Christine Bourjot, Vincent Chevrier

CoRR, 2012

Modélisation multi-niveaux dans AA4MM (présentation courte).

Benjamin Camus, Julien Siebert, Christine Bourjot, Vincent Chevrier

Proceedings of the Systèmes Multi-Agents: Ouverture, Autonomie, et Co-évolution - JFSMA 12, 2012

2011

Approche multi-agent pour la multi-modélisation et le couplage de simulations. Application à l'étude des influences entre le fonctionnement des réseaux ambiants et le comportement de leurs utilisateurs. (Multiagent approach for multimodeling and simulation couping. Application to ubiquitous networks).

Julien Siebert

PhD thesis, 2011

Impact des dimensions spatiale et temporelle dans la modélisation d'un phénomène collectif de type free-riding.

Tomás Navarrete Gutiérrez, Julien Siebert, Laurent Ciarletta, Vincent Chevrier

Rev. d'Intelligence Artif., 2011

2010

Agents & artefacts for multiple models coordination: objective and decentralized coordination of simulators.

Julien Siebert, Laurent Ciarletta, Vincent Chevrier

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Multi-modeling and Co-simulation-Based Mobile Ubiquitous Protocols and Services Development and Assessment.

Tom Leclerc, Julien Siebert, Vincent Chevrier, Laurent Ciarletta, Olivier Festor

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2010

Agents and artefacts for multiple models co-evolution: building complex system simulation as a set of interacting models.

Julien Siebert, Laurent Ciarletta, Vincent Chevrier

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009

De l'intérêt du couplage de modèles pour appréhender les interactions utilisateurs/réseaux dynamiques.

Julien Siebert, Laurent Ciarletta, Vincent Chevrier

Rev. d'Intelligence Artif., 2009

2008

Impact du comportement des utilisateurs dans les réseaux pair-à-pair (P2P) : modélisation et simulation multi-agents.

Julien Siebert, Laurent Ciarletta, Vincent Chevrier

Proceedings of the Systèmes Multi-Agents, Communautés virtuelles et naturelles - JFSMA 08, 2008

Entwined Influences of Users' Behaviour and QoS: A Multi-model Approach.

Julien Siebert, Vincent Chevrier, Laurent Ciarletta

Proceedings of the Resilient Networks and Services, 2008