Development of a low-cost autonomous surface vehicle using MOOS-IvP. - David Issa Mattos; Douglas Soares dos Santos; Cairo Lúcio Nascimento Júnior (SysCon, 2016)

Troubleshooting optimization using multi-start simulated annealing. - Wlamir Olivares Loesch Vianna; Leonardo Ramos Rodrigues; Takashi Yoneyama; David Issa Mattos (SysCon, 2016)

Your System Gets Better Every Day You Use It: Towards Automated Continuous Experimentation. - David Issa Mattos; Jan Bosch; Helena Holmström Olsson (SEAA, 2017)

More for Less: Automated Experimentation in Software-Intensive Systems. - David Issa Mattos; Jan Bosch; Helena Holmström Olsson (PROFES, 2017)

An Activity and Metric Model for Online Controlled Experiments. - David Issa Mattos; Pavel A. Dmitriev; Aleksander Fabijan; Jan Bosch; Helena Holmström Olsson (PROFES, 2018)

Optimization Experiments in the Continuous Space - The Limited Growth Optimistic Optimization Algorithm. - David Issa Mattos; Erling Mårtensson; Jan Bosch; Helena Holmström Olsson (SSBSE, 2018)

Challenges and Strategies for Undertaking Continuous Experimentation to Embedded Systems: Industry and Research Perspectives. - David Issa Mattos; Jan Bosch; Helena Holmström Olsson (XP, 2018)

ACE: Easy Deployment of Field Optimization Experiments. - David Issa Mattos; Jan Bosch; Helena Holmström Olsson (ECSA, 2019)

Leveraging Business Transformation with Machine Learning Experiments. - David Issa Mattos; Jan Bosch; Helena Holmström Olsson (ICSOB, 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 (PROFES, 2019)

Automated Optimization of Software Parameters in a Long Term Evolution Radio Base Station. - David Issa Mattos; Jan Bosch; Helena Holmström Olsson; Anas Dakkak; Krister Bergh (SysCon, 2019)

Multi-armed bandits in the wild: Pitfalls and strategies in online experiments. - David Issa Mattos; Jan Bosch; Helena Holmström Olsson (Inf. Softw. Technol., 2019)

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. - Ilias Gerostathopoulos; Marco Konersmann; Stephan Krusche; David Issa Mattos; Jan Bosch; Tomás Bures; Brian Fitzgerald 001; Michael Goedicke; Henry Muccini; Helena Holmström Olsson; Thomas Brand; Robert Chatley; et al. (ACM SIGSOFT Softw. Eng. Notes, 2019)

Automotive A/B testing: Challenges and Lessons Learned from Practice. - David Issa Mattos; Jan Bosch; Helena Holmström Olsson; Aita Maryam Korshani; Jonn Lantz (SEAA, 2020)

Engineering for a science-centric experimentation platform. - Nikos Diamantopoulos; Jeffrey Wong; David Issa Mattos; Ilias Gerostathopoulos; Matthew Wardrop; Tobias Mao; Colin McFarland (ICSE (SEIP), 2020)

Experimentation for Business-to-Business Mission-Critical Systems: A Case Study. - David Issa Mattos; Anas Dakkak; Jan Bosch; Helena Holmström Olsson (ICSSP, 2020)

From Ad-Hoc Data Analytics to DataOps. - Aiswarya Raj Munappy; David Issa Mattos; Jan Bosch; Helena Holmström Olsson; Anas Dakkak (ICSSP, 2020)

Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies. - Teodor Fredriksson; David Issa Mattos; Jan Bosch; Helena Holmström Olsson (PROFES, 2020)

Evaluating the Effects of Different Requirements Representations on Writing Test Cases. - Francisco Gomes de Oliveira Neto; Jennifer Horkoff; Richard Berntsson-Svensson; David Issa Mattos; Alessia Knauss (REFSQ, 2020)

Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges. - Anas Dakkak; Hongyi Zhang; David Issa Mattos; Jan Bosch; Helena Holmström Olsson (APSEC, 2021)

Bayesian propensity score matching in automotive embedded software engineering. - Yuchu Liu; David Issa Mattos; Jan Bosch; Helena Holmström Olsson; Jonn Lantz (APSEC, 2021)

Perceived benefits of Continuous Deployment in Software-Intensive Embedded Systems. - Anas Dakkak; David Issa Mattos; Jan Bosch (COMPSAC, 2021)

An Empirical Evaluation of Algorithms for Data Labeling. - Teodor Fredriksson; David Issa Mattos; Jan Bosch; Helena Holmström Olsson (COMPSAC, 2021)

Success Factors when Transitioning to Continuous Deployment in Software-Intensive Embedded Systems. - Anas Dakkak; David Issa Mattos; Jan Bosch (SEAA, 2021)

Assessing the Suitability of Semi-Supervised Learning Datasets using Item Response Theory. - Teodor Fredriksson; David Issa Mattos; Jan Bosch; Helena Holmström Olsson (SEAA, 2021)

Size matters? Or not: A/B testing with limited sample in automotive embedded software. - Yuchu Liu; David Issa Mattos; Jan Bosch; Helena Holmström Olsson; Jonn Lantz (SEAA, 2021)

Towards Federated Learning: A Case Study in the Telecommunication Domain. - Hongyi Zhang; Anas Dakkak; David Issa Mattos; Jan Bosch; Helena Holmström Olsson (ICSOB, 2021)

Bayesian Paired-Comparison with the bpcs Package. - David Issa Mattos; Érika Martins Silva Ramos (CoRR, 2021)

On the Assessment of Benchmark Suites for Algorithm Comparison. - David Issa Mattos; Lucas Ruud; Jan Bosch; Helena Holmström Olsson (CoRR, 2021)

Statistical Models for the Analysis of Optimization Algorithms With Benchmark Functions. - David Issa Mattos; Jan Bosch; Helena Holmström Olsson (IEEE Trans. Evol. Comput., 2021)

Chapter 11 Experimentation for Business-to-Business Mission-Critical Systems: A Case Study. - David Issa Mattos; Anas Dakkak; Jan Bosch; Helena Holmström Olsson (Accelerating Digital Transformation, 2022)

On the Use of Causal Graphical Models for Designing Experiments in the Automotive Domain. - David Issa Mattos; Yuchu Liu (EASE, 2022)

Machine Learning Algorithms for Labeling: Where and How They are Used? - Teodor Fredriksson; Jan Bosch; Helena Holmström Olsson; David Issa Mattos (SysCon, 2022)

Bayesian causal inference in automotive software engineering and online evaluation. - Yuchu Liu; David Issa Mattos; Jan Bosch; Helena Holmström Olsson; Jonn Lantz (CoRR, 2022)

The HURRIER process for experimentation in business-to-business mission-critical systems. - David Issa Mattos; Anas Dakkak; Jan Bosch; Helena Holmström Olsson (J. Softw. Evol. Process., 2023)

Continuous deployment in software-intensive system-of-systems. - Anas Dakkak; Jan Bosch; Helena Holmström Olsson; David Issa Mattos (Inf. Softw. Technol., 2023)