David Issa Mattos

According to our database, David Issa Mattos authored at least 36 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Continuous deployment in software-intensive system-of-systems.

Anas Dakkak, Jan Bosch, Helena Holmström Olsson, David Issa Mattos

Inf. Softw. Technol., July, 2023

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

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

Machine Learning Algorithms for Labeling: Where and How They are Used?

Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson, David Issa Mattos

Proceedings of the IEEE International Systems Conference, 2022

On the Use of Causal Graphical Models for Designing Experiments in the Automotive Domain.

David Issa Mattos, Yuchu Liu

Proceedings of the EASE 2022: The International Conference on Evaluation and Assessment in Software Engineering 2022, Gothenburg, Sweden, June 13, 2022

Chapter 11 Experimentation for Business-to-Business Mission-Critical Systems: A Case Study.

David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson

Proceedings of the Accelerating Digital Transformation - 10 Years of Software Center, 2022

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

On the Assessment of Benchmark Suites for Algorithm Comparison.

David Issa Mattos, Lucas Ruud, Jan Bosch, Helena Holmström Olsson

CoRR, 2021

Bayesian Paired-Comparison with the bpcs Package.

David Issa Mattos, Érika Martins Silva Ramos

CoRR, 2021

Towards Federated Learning: A Case Study in the Telecommunication Domain.

Hongyi Zhang, Anas Dakkak, David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the Software Business - 12th International Conference, 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

Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

Assessing the Suitability of Semi-Supervised Learning Datasets using Item Response Theory.

Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

Success Factors when Transitioning to Continuous Deployment in Software-Intensive Embedded Systems.

Anas Dakkak, David Issa Mattos, Jan Bosch

Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

An Empirical Evaluation of Algorithms for Data Labeling.

Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Perceived benefits of Continuous Deployment in Software-Intensive Embedded Systems.

Anas Dakkak, David Issa Mattos, Jan Bosch

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Bayesian propensity score matching in automotive embedded software engineering.

Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz

Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021

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

Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021

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

Proceedings of the Requirements Engineering: Foundation for Software Quality, 2020

Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies.

Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the Product-Focused Software Process Improvement, 2020

From Ad-Hoc Data Analytics to DataOps.

Aiswarya Raj Munappy, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Anas Dakkak

Proceedings of the ICSSP '20: International Conference on Software and System Processes, 2020

Experimentation for Business-to-Business Mission-Critical Systems: A Case Study.

David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson

Proceedings of the ICSSP '20: International Conference on Software and System Processes, 2020

Engineering for a science-centric experimentation platform.

Nikos Diamantopoulos, Jeffrey Wong, David Issa Mattos, Ilias Gerostathopoulos, Matthew Wardrop, Tobias Mao, Colin McFarland

Proceedings of the ICSE-SEIP 2020: 42nd International Conference on Software Engineering, Software Engineering in Practice, Seoul, South Korea, 27 June, 2020

Automotive A/B testing: Challenges and Lessons Learned from Practice.

David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Aita Maryam Korshani, Jonn Lantz

Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020

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, 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

ACM SIGSOFT Softw. Eng. Notes, 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

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

Proceedings of the 2019 IEEE International Systems Conference, 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

Proceedings of the Product-Focused Software Process Improvement, 2019

Leveraging Business Transformation with Machine Learning Experiments.

David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the Software Business - 10th International Conference, 2019

ACE: Easy Deployment of Field Optimization Experiments.

David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the Software Architecture - 13th European Conference, 2019

2018

Challenges and Strategies for Undertaking Continuous Experimentation to Embedded Systems: Industry and Research Perspectives.

David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2018

Optimization Experiments in the Continuous Space - The Limited Growth Optimistic Optimization Algorithm.

David Issa Mattos, Erling Mårtensson, Jan Bosch, Helena Holmström Olsson

Proceedings of the Search-Based Software Engineering - 10th International Symposium, 2018

An Activity and Metric Model for Online Controlled Experiments.

David Issa Mattos, Pavel A. Dmitriev, Aleksander Fabijan, Jan Bosch, Helena Holmström Olsson

Proceedings of the Product-Focused Software Process Improvement, 2018

2017

More for Less: Automated Experimentation in Software-Intensive Systems.

David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the Product-Focused Software Process Improvement, 2017

Your System Gets Better Every Day You Use It: Towards Automated Continuous Experimentation.

David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the 43rd Euromicro Conference on Software Engineering and Advanced Applications, 2017

2016

Troubleshooting optimization using multi-start simulated annealing.

Wlamir Olivares Loesch Vianna, Leonardo Ramos Rodrigues, Takashi Yoneyama, David Issa Mattos

Proceedings of the Annual IEEE Systems Conference, 2016

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

David Issa Mattos, Douglas Soares dos Santos, Cairo Lúcio Nascimento Júnior

Proceedings of the Annual IEEE Systems Conference, 2016