Sotabase

Career

· Doctorate Electrical Engineering and Computer Science, Massachusetts Institute of Technology2010–
· Master of Applied Science Electrical and Computer Engineering, University of Waterloo2001–
· Research Assistant, McGill University2000–2000
· Bachelor of Applied Science Systems Design Engineering, University of Waterloo1999–
· Associate Professor, University of Waterloo

Publications (142)

Comparison of exact and approximate multi-objective optimization for software product lines
Software Product Lines Conference · 2014
94
cited
Comparing Software Architecture Recovery Techniques Using Accurate Dependencies
2015 IEEE/ACM 37th IEEE International Conference on Software Engineering · 2015
88
cited
Self-Learned Autonomous Driving at Unsignalized Intersections: A Hierarchical Reinforced Learning Approach for Feasible Decision-Making
IEEE transactions on intelligent transportation systems (Print) · 2023
73
cited
Measuring the Impact of Code Dependencies on Software Architecture Recovery Techniques
IEEE Transactions on Software Engineering · 2018
72
cited
Visualization and exploration of optimal variants in product line engineering
Software Product Lines Conference · 2013
72
cited
Object ownership profiling: a technique for finding and fixing memory leaks
International Conference on Automated Software Engineering · 2007
71
cited
Modelling and multi-objective optimization of quality attributes in variability-rich software
NFPinDSML '12 · 2012
68
cited
Unifying execution of imperative and declarative code
International Conference on Software Engineering · 2011
58
cited
The Guided Improvement Algorithm for Exact, General-Purpose, Many-Objective Combinatorial Optimization
2009
52
cited
Scaling exact multi-objective combinatorial optimization by parallelization
International Conference on Automated Software Engineering · 2014
45
cited
Extending Alloy with Partial Instances
International Conference on Abstract State Machines, Alloy, B, TLA, VDM, and Z · 2012
43
cited
A sensorless state estimation for a safety-oriented cyber-physical system in urban driving: Deep learning approach
IEEE/CAA Journal of Automatica Sinica · 2021
41
cited
Automating commutativity analysis at the design level
International Symposium on Software Testing and Analysis · 2004
41
cited
Sim-to-Real Domain Adaptation for Lane Detection and Classification in Autonomous Driving
2022 IEEE Intelligent Vehicles Symposium (IV) · 2022
40
cited
Example-Driven Modeling: Model = Abstractions + Examples
International Conference on Software Engineering · 2013
38
cited
Extracting Java library subsets for deployment on embedded systems
Proceedings of the Third European Conference on Software Maintenance and Reengineering (Cat. No. PR00090) · 1999
37
cited
The effect of call graph construction algorithms for object-oriented programs on automatic clustering
Proceedings IWPC 2000. 8th International Workshop on Program Comprehension · 2000
36
cited
A dynamic analysis for revealing object ownership and sharing
International Workshop on Dynamic Analysis · 2006
35
cited
Compact Java binaries for embedded systems
Conference of the Centre for Advanced Studies on Collaborative Research · 1999
35
cited
An Aristotelian understanding of object-oriented programming
Conference on Object-Oriented Programming Systems, Languages, and Applications · 2000
32
cited
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