David Issa Mattos

Doctoral Student at Software Engineering for Cyber Physical Systems

Showing 12 publications

2019

Multi-armed bandits in the wild: Pitfalls and strategies in online experiments

David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Information and Software Technology. Vol. 113 (September), p. 68-81
Journal article
2019

Message from the RCoSE-DDrEE 2019 workshop organizers

Ilias Gerostathopoulos, Marco Konersmann, Stephan Krusche et al
Conference contribution
2019

ACE: Easy deployment of field optimization experiments

David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11681 LNCS, p. 264-279
Paper in proceedings
2019

Leveraging business transformation with machine learning experiments

David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Lecture Notes in Business Information Processing. Vol. 370 LNBIP, p. 183-191
Paper in proceedings
2019

Continuous Experimentation for Software Organizations with Low Control of Roadmap and a Large Distance to Users: An Exploratory Case Study

Robin Sveningson, David Issa Mattos, Jan Bosch
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11915, p. 528-544
Paper in proceedings
2019

Automated optimization of software parameters in a long term evolution radio base station

David Issa Mattos, Jan Bosch, Helena Holmström Olsson et al
SysCon 2019 - 13th Annual IEEE International Systems Conference, Proceedings
Paper in proceedings
2018

An activity and metric model for online controlled experiments

David Issa Mattos, Pavel Dmitriev, A. Fabijan et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11271 LNCS, p. 182-198
Paper in proceedings
2018

Towards Automated Experiments in Software Intensive Systems

David Issa Mattos
Licentiate thesis
2018

Challenges and strategies for undertaking continuous experimentation to embedded systems: Industry and research perspectives

David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Lecture Notes in Business Information Processing. Vol. 314, p. 277-292
Paper in proceedings
2018

Optimization experiments in the continuous space: The limited growth optimistic optimization algorithm

David Issa Mattos, Erling Mårtensson, Jan Bosch et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11036 LNCS, p. 293-308
Paper in proceedings
2016

Development of a low-cost autonomous surface vehicle using MOOS-IvP

David Issa Mattos, Douglas Soares dos Santos, Cairo Lucio Nascimento Jr
IEEE Systems Conference (SysCon)
Paper in proceedings
2016

Troubleshooting Optimization Utilizing Multi-Start Simulated Annealing

Wlamir Olivares Loesch Vianna, Leonardo Ramos, Takashi Yoneyama et al
Annual IEEE Systems Conference (SysCon)
Paper in proceedings

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