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David Issa Mattos
David Issa Mattos
Volvo Cars
Verified email at volvocars.com - Homepage
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Cited by
Cited by
Year
From ad-hoc data analytics to dataops
AR Munappy, DI Mattos, J Bosch, HH Olsson, A Dakkak
Proceedings of the International Conference on Software and System Processes …, 2020
732020
Challenges and Strategies for Undertaking Continuous Experimentation to Embedded Systems: Industry and Research Perspectives
DI Mattos, J Bosch, HH Olsson
19th International Conference on Agile Software Development, 2018
60*2018
Data labeling: An empirical investigation into industrial challenges and mitigation strategies
T Fredriksson, DI Mattos, J Bosch, HH Olsson
International Conference on Product-Focused Software Process Improvement …, 2020
582020
Your system gets better every day you use it: towards automated continuous experimentation
DI Mattos, J Bosch, HH Olsson
2017 43rd Euromicro Conference on Software Engineering and Advanced …, 2017
342017
An activity and metric model for online controlled experiments
D Issa Mattos, P Dmitriev, A Fabijan, J Bosch, H Holmström Olsson
Product-Focused Software Process Improvement: 19th International Conference …, 2018
272018
Multi-armed bandits in the wild: Pitfalls and strategies in online experiments
DI Mattos, J Bosch, HH Olsson
Information and Software Technology 113, 68-81, 2019
232019
More for less: automated experimentation in software-intensive systems
DI Mattos, J Bosch, H Holmström Olsson
Product-Focused Software Process Improvement: 18th International Conference …, 2017
202017
Statistical models for the analysis of optimization algorithms with benchmark functions
DI Mattos, J Bosch, HH Olsson
IEEE Transactions on Evolutionary Computation 25 (6), 1163-1177, 2021
152021
Automotive A/B testing: Challenges and lessons learned from practice
DI Mattos, J Bosch, HH Olsson, AM Korshani, J Lantz
2020 46th Euromicro Conference on Software Engineering and Advanced …, 2020
152020
Engineering for a science-centric experimentation platform
N Diamantopoulos, J Wong, DI Mattos, I Gerostathopoulos, M Wardrop, ...
Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020
132020
Size matters? Or not: A/B testing with limited sample in automotive embedded software
Y Liu, DI Mattos, J Bosch, HH Olsson, J Lantz
2021 47th Euromicro Conference on Software Engineering and Advanced …, 2021
122021
Success factors when transitioning to continuous deployment in software-intensive embedded systems
A Dakkak, DI Mattos, J Bosch
2021 47th Euromicro Conference on Software Engineering and Advanced …, 2021
102021
Experimentation for business-to-business mission-critical systems: A case study
DI Mattos, A Dakkak, J Bosch, HH Olsson
Proceedings of the International Conference on Software and System Processes …, 2020
92020
Continuous data-driven software engineering-towards a research agenda: Report on the joint 5th international workshop on rapid continuous software engineering (rcose 2019) and …
I Gerostathopoulos, M Konersmann, S Krusche, DI Mattos, J Bosch, ...
ACM SIGSOFT Software Engineering Notes 44 (3), 60-64, 2019
92019
The HURRIER process for experimentation in business‐to‐business mission‐critical systems
D Issa Mattos, A Dakkak, J Bosch, HH Olsson
Journal of Software: Evolution and Process 35 (5), e2390, 2023
82023
Perceived benefits of continuous deployment in software-intensive embedded systems
A Dakkak, DI Mattos, J Bosch
2021 IEEE 45th Annual Computers, Software, and Applications Conference …, 2021
82021
Development of a low-cost autonomous surface vehicle using MOOS-IvP
DI Mattos, DS dos Santos, CL Nascimento
2016 Annual IEEE Systems Conference (SysCon), 1-6, 2016
82016
Bayesian paired comparison with the bpcs package
D Issa Mattos, É Martins Silva Ramos
Behavior Research Methods, 1-21, 2022
72022
Towards continuous data collection from in-service products: Exploring the relation between data dimensions and collection challenges
A Dakkak, H Zhang, DI Mattos, J Bosch, HH Olsson
2021 28th Asia-Pacific Software Engineering Conference (APSEC), 243-252, 2021
62021
Continuous experimentation for software organizations with low control of roadmap and a large distance to users: An exploratory case study
R Sveningson, DI Mattos, J Bosch
International Conference on Product-Focused Software Process Improvement …, 2019
62019
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Articles 1–20