David Issa Mattos
Title
Cited by
Cited by
Year
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
26*2018
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
232017
More for less: automated experimentation in software-intensive systems
DI Mattos, J Bosch, HH Olsson
International Conference on Product-Focused Software Process Improvement …, 2017
172017
An activity and metric model for online controlled experiments
DI Mattos, P Dmitriev, A Fabijan, J Bosch, HH Olsson
International Conference on Product-Focused Software Process Improvement …, 2018
162018
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
122020
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
122019
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
72020
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
62020
Automated Optimization of Software Parameters in a Long Term Evolution Radio Base Station
DI Mattos, J Bosch, HH Olsson, A Dakkak, K Bergh
2019 Annual IEEE Systems Conference (SysCon), 2019
52019
Optimization experiments in the continuous space
DI Mattos, E Mårtensson, J Bosch, HH Olsson
International Symposium on Search Based Software Engineering, 293-308, 2018
52018
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
52016
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
42020
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
42020
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
42019
Troubleshooting optimization using multi-start simulated annealing
WOL Vianna, LR Rodrigues, T Yoneyama, DI Mattos
2016 Annual IEEE Systems Conference (SysCon), 1-6, 2016
42016
Leveraging Business Transformation with Machine Learning Experiments
DI Mattos, J Bosch, HH Olsson
International Conference on Software Business, 183-191, 2019
32019
Statistical Models for the Analysis of Optimization Algorithms with Benchmark Functions
DI Mattos, J Bosch, HH Olsson
IEEE Transactions on Evolutionary Computation, 2021
22021
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
22019
ACE: easy deployment of field optimization experiments
DI Mattos, J Bosch, HH Olsson
European Conference on Software Architecture, 264-279, 2019
22019
On the Assessment of Benchmark Suites for Algorithm Comparison
DI Mattos, L Ruud, J Bosch, HH Olsson
arXiv preprint arXiv:2104.07381, 2021
12021
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Articles 1–20