David Issa Mattos
Title
Cited by
Cited by
Year
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
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
19*2018
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
142018
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
102019
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
7*2020
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
52020
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
Optimization experiments in the continuous space
DI Mattos, E Mårtensson, J Bosch, HH Olsson
International Symposium on Search Based Software Engineering, 293-308, 2018
42018
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
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
32019
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
32019
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
22020
Leveraging Business Transformation with Machine Learning Experiments
DI Mattos, J Bosch, HH Olsson
International Conference on Software Business, 183-191, 2019
22019
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
Statistical Models for the Analysis of Optimization Algorithms with Benchmark Functions
DI Mattos, J Bosch, HH Olsson
IEEE Transactions on Evolutionary Computation, 2021
12021
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
12020
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
12020
Evaluating the Effects of Different Requirements Representations on Writing Test Cases
FG de Oliveira Neto, J Horkoff, R Svensson, D Mattos, A Knauss
International Working Conference on Requirements Engineering: Foundation for …, 2020
12020
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