David Issa Mattos

40 papers A 1B 17C 2Journal 12Unranked 7
YearRankTypeTitle / Venue / Authors
2023 J jnl
Continuous deployment in software-intensive system-of-systems.
Inf. Softw. Technol.
Anas Dakkak, Jan Bosch, Helena Holmström Olsson, David Issa Mattos
2023 J jnl
The HURRIER process for experimentation in business-to-business mission-critical systems.
J. Softw. Evol. Process.
David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson
2022 J jnl
Bayesian causal inference in automotive software engineering and online evaluation.
CoRR
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
2022 — ch.
Chapter 11 Experimentation for Business-to-Business Mission-Critical Systems: A Case Study.
Accelerating Digital Transformation
David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson
2022 — conf
Machine Learning Algorithms for Labeling: Where and How They are Used?
SysCon
Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson, David Issa Mattos
2022 A conf
On the Use of Causal Graphical Models for Designing Experiments in the Automotive Domain.
EASE
David Issa Mattos, Yuchu Liu
2022 J jnl
On the Use of Causal Graphical Models for Designing Experiments in the Automotive Domain.
CoRR
David Issa Mattos, Yuchu Liu
2021 B conf
An Empirical Evaluation of Algorithms for Data Labeling.
COMPSAC
Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2021 B conf
Assessing the Suitability of Semi-Supervised Learning Datasets using Item Response Theory.
SEAA
Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2021 J jnl
Bayesian Paired-Comparison with the bpcs Package.
CoRR
David Issa Mattos, Érika Martins Silva Ramos
2021 C conf
Bayesian propensity score matching in automotive embedded software engineering.
APSEC
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
2021 J jnl
Bayesian propensity score matching in automotive embedded software engineering.
CoRR
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
2021 J jnl
On the Assessment of Benchmark Suites for Algorithm Comparison.
CoRR
David Issa Mattos, Lucas Ruud, Jan Bosch, Helena Holmström Olsson
2021 B conf
Perceived benefits of Continuous Deployment in Software-Intensive Embedded Systems.
COMPSAC
Anas Dakkak, David Issa Mattos, Jan Bosch
2021 B conf
Size matters? Or not: A/B testing with limited sample in automotive embedded software.
SEAA
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
2021 J jnl
Size matters? Or not: A/B testing with limited sample in automotive embedded software.
CoRR
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
2021 J jnl
Statistical Models for the Analysis of Optimization Algorithms With Benchmark Functions.
IEEE Trans. Evol. Comput.
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2021 B conf
Success Factors when Transitioning to Continuous Deployment in Software-Intensive Embedded Systems.
SEAA
Anas Dakkak, David Issa Mattos, Jan Bosch
2021 C conf
Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges.
APSEC
Anas Dakkak, Hongyi Zhang, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2021 — conf
Towards Federated Learning: A Case Study in the Telecommunication Domain.
ICSOB
Hongyi Zhang, Anas Dakkak, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2020 B conf
Automotive A/B testing: Challenges and Lessons Learned from Practice.
SEAA
David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Aita Maryam Korshani, Jonn Lantz
2020 B conf
Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies.
PROFES
Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2020 — conf
Engineering for a science-centric experimentation platform.
ICSE (SEIP)
Nikos Diamantopoulos, Jeffrey Wong, David Issa Mattos, Ilias Gerostathopoulos, Matthew Wardrop, Tobias Mao, Colin McFarland
2020 B conf
Evaluating the Effects of Different Requirements Representations on Writing Test Cases.
REFSQ
Francisco Gomes de Oliveira Neto, Jennifer Horkoff, Richard Berntsson-Svensson, David Issa Mattos, Alessia Knauss
2020 B conf
Experimentation for Business-to-Business Mission-Critical Systems: A Case Study.
ICSSP
David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson
2020 B conf
From Ad-Hoc Data Analytics to DataOps.
ICSSP
Aiswarya Raj Munappy, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Anas Dakkak
2019 B conf
ACE: Easy Deployment of Field Optimization Experiments.
ECSA
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2019 — conf
Automated Optimization of Software Parameters in a Long Term Evolution Radio Base Station.
SysCon
David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Anas Dakkak, Krister Bergh
2019 J jnl
Continuous Data-driven Software Engineering - Towards a Research Agenda: Report on the Joint 5th International Workshop on Rapid Continuous Software Engineering (RCoSE 2019) and 1st International Works.
ACM SIGSOFT Softw. Eng. Notes
Ilias Gerostathopoulos, Marco Konersmann, Stephan Krusche, David Issa Mattos, Jan Bosch, Tomás Bures, Brian Fitzgerald, Michael Goedicke, Henry Muccini, Helena Holmström Olsson, Thomas Brand, Robert Chatley, Nikolaos Diamantopoulos, Arik Friedman, Miguel Jiménez, Jan Ole Johanssen, Putra Manggala, Masumi Koseki, Jorge Melegati, Nuthan Munaiah, Gabriel Tamura, Vasileios Theodorou, Jeffrey Wong, Iris Figalist
2019 B conf
Continuous Experimentation for Software Organizations with Low Control of Roadmap and a Large Distance to Users: An Exploratory Case Study.
PROFES
Robin Sveningson, David Issa Mattos, Jan Bosch
2019 J jnl
Engineering for a Science-Centric Experimentation Platform.
CoRR
Nikos Diamantopoulos, Jeffrey Wong, David Issa Mattos, Ilias Gerostathopoulos, Matthew Wardrop, Tobias Mao, Colin McFarland
2019 — conf
Leveraging Business Transformation with Machine Learning Experiments.
ICSOB
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2019 J jnl
Multi-armed bandits in the wild: Pitfalls and strategies in online experiments.
Inf. Softw. Technol.
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2018 B conf
An Activity and Metric Model for Online Controlled Experiments.
PROFES
David Issa Mattos, Pavel A. Dmitriev, Aleksander Fabijan, Jan Bosch, Helena Holmström Olsson
2018 B conf
Challenges and Strategies for Undertaking Continuous Experimentation to Embedded Systems: Industry and Research Perspectives.
XP
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2018 B conf
Optimization Experiments in the Continuous Space - The Limited Growth Optimistic Optimization Algorithm.
SSBSE
David Issa Mattos, Erling Mårtensson, Jan Bosch, Helena Holmström Olsson
2017 B conf
More for Less: Automated Experimentation in Software-Intensive Systems.
PROFES
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2017 B conf
Your System Gets Better Every Day You Use It: Towards Automated Continuous Experimentation.
SEAA
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2016 — conf
Development of a low-cost autonomous surface vehicle using MOOS-IvP.
SysCon
David Issa Mattos, Douglas Soares dos Santos, Cairo Lúcio Nascimento Júnior
2016 — conf
Troubleshooting optimization using multi-start simulated annealing.
SysCon
Wlamir Olivares Loesch Vianna, Leonardo Ramos Rodrigues, Takashi Yoneyama, David Issa Mattos