Oakes, Bentley

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Bentley Oakes

B.C.Sc. (U Manitoba), M.Sc, Ph.D (McGill), Postdoc (UAntwerp), Postdoc (UdeM)

Publications

Link(s)

Assistant Professor
Department of Computer Engineering and Software Engineering

Phone: (514) 340-4711 Ext. 4101 Fax: (514) 340-5139 Room: M-4107

bentley.oakes@polymtl.ca

Areas of expertise
Software and development Software engineering Computer systems software Knowledge representation Industry 4.0 Artificial intelligence Virtual reality and related simulations

Student research project(s)

I am recruiting

Research interests and affiliations

Research interests

Digital twins
Knowledge representation
Ontologies
Virtual reality
Cyber-physical systems
Verification and validation
Model transformations
Model-driven engineering
Software engineering

Expertise type(s) (NSERC subjects)

2705 Software and development
2706 Software engineering
2720 Computer systems software
2803 Knowledge representation

Publications

Recent publications

2024 Annual Modeling and Simulation Conference (ANNSIM) [Paper] (2024, May). Annual Modeling and Simulation Conference (ANNSIM 2024), Washington, DC, USA.

Oakes, B., Famelis, M., & Sahraoui, H. (2024). Building Domain-Specific Machine Learning Workflows: A Conceptual Framework for the State-of-the-Practice. ACM Transactions on Software Engineering and Methodology, 33(4), 1-50.

Varaminybahnemiry, Z., Galasso, J., Oakes, B., & Sahraoui, H. (2024). Improving repair of semantic ATL errors using a social diversity metric. Software and Systems Modeling, 22-22.

Dhaouadi, M., Oakes, B., & Famelis, M. (2024, April). Rationale Dataset and Analysis for the Commit Messages of the Linux Kernel Out-of-Memory Killer [Paper]. 32nd IEEE/ACM International Conference on Program Comprehension (ICPC 2024), Lisbon, Portugal.

See all publications (35)

Biography

Bentley James Oakes is an Assistant Professor in the Department of Computer Engineering and Software Engineering at Polytechnique Montréal. Previously, he was a post-doctoral researcher at the University of Montréal and at the University of Antwerp. He received his PhD at McGill University in 2019 on the topic of model transformation verification. His research interests include digital twins, verification of cyber-physical systems, model-driven engineering, knowledge representation, and model transformations. Specifically, he is interested in how to capture and utilize domain knowledge for the construction of digital twins. He has published papers in premier model-driven engineering and software engineering venues, including TOSEM, SoSyM, and MODELS. He has been recognized for his exceptional reviewing contributions, regularly serving as a reviewer for conferences and journals and earning multiple awards for best reviewer.

Link(s) of interest