David Issa Mattos

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 39

Top Topics

Machine Learning

Optimization Algorithm

Continuous Space

Embedded Systems

Top Venues

Publications

David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson
The HURRIER process for experimentation in business-to-business mission-critical systems. J. Softw. Evol. Process. 35 (5) (2023)
Anas Dakkak, Jan Bosch, Helena Holmström Olsson, David Issa Mattos
Continuous deployment in software-intensive system-of-systems. Inf. Softw. Technol. 159 (2023)
David Issa Mattos, Yuchu Liu
On the Use of Causal Graphical Models for Designing Experiments in the Automotive Domain. CoRR (2022)
Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson, David Issa Mattos
Machine Learning Algorithms for Labeling: Where and How They are Used? SysCon (2022)
David Issa Mattos, Yuchu Liu
On the Use of Causal Graphical Models for Designing Experiments in the Automotive Domain. EASE (2022)
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
Bayesian causal inference in automotive software engineering and online evaluation. CoRR (2022)
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
Bayesian propensity score matching in automotive embedded software engineering. APSEC (2021)
Hongyi Zhang, Anas Dakkak, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Towards Federated Learning: A Case Study in the Telecommunication Domain. ICSOB (2021)
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
Size matters? Or not: A/B testing with limited sample in automotive embedded software. SEAA (2021)
Anas Dakkak, Hongyi Zhang, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges. APSEC (2021)
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
Size matters? Or not: A/B testing with limited sample in automotive embedded software. CoRR (2021)
David Issa Mattos, Lucas Ruud, Jan Bosch, Helena Holmström Olsson
On the Assessment of Benchmark Suites for Algorithm Comparison. CoRR (2021)
Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Assessing the Suitability of Semi-Supervised Learning Datasets using Item Response Theory. SEAA (2021)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Statistical Models for the Analysis of Optimization Algorithms With Benchmark Functions. IEEE Trans. Evol. Comput. 25 (6) (2021)
Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
An Empirical Evaluation of Algorithms for Data Labeling. COMPSAC (2021)
Anas Dakkak, David Issa Mattos, Jan Bosch
Success Factors when Transitioning to Continuous Deployment in Software-Intensive Embedded Systems. SEAA (2021)
Anas Dakkak, David Issa Mattos, Jan Bosch
Perceived benefits of Continuous Deployment in Software-Intensive Embedded Systems. COMPSAC (2021)
Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz
Bayesian propensity score matching in automotive embedded software engineering. CoRR (2021)
David Issa Mattos, Érika Martins Silva Ramos
Bayesian Paired-Comparison with the bpcs Package. CoRR (2021)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Aita Maryam Korshani, Jonn Lantz
Automotive A/B testing: Challenges and Lessons Learned from Practice. SEAA (2020)
Aiswarya Raj Munappy, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Anas Dakkak
From Ad-Hoc Data Analytics to DataOps. ICSSP (2020)
Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies. PROFES (2020)
David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson
Experimentation for Business-to-Business Mission-Critical Systems: A Case Study. ICSSP (2020)
Nikos Diamantopoulos, Jeffrey Wong, David Issa Mattos, Ilias Gerostathopoulos, Matthew Wardrop, Tobias Mao, Colin McFarland
Engineering for a science-centric experimentation platform. ICSE (SEIP) (2020)
Francisco Gomes de Oliveira Neto, Jennifer Horkoff, Richard Berntsson-Svensson, David Issa Mattos, Alessia Knauss
Evaluating the Effects of Different Requirements Representations on Writing Test Cases. REFSQ (2020)
Robin Sveningson, David Issa Mattos, Jan Bosch
Continuous Experimentation for Software Organizations with Low Control of Roadmap and a Large Distance to Users: An Exploratory Case Study. PROFES (2019)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Multi-armed bandits in the wild: Pitfalls and strategies in online experiments. Inf. Softw. Technol. 113 (2019)
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
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 44 (3) (2019)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Leveraging Business Transformation with Machine Learning Experiments. ICSOB (2019)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Anas Dakkak, Krister Bergh
Automated Optimization of Software Parameters in a Long Term Evolution Radio Base Station. SysCon (2019)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
ACE: Easy Deployment of Field Optimization Experiments. ECSA (2019)
Nikos Diamantopoulos, Jeffrey Wong, David Issa Mattos, Ilias Gerostathopoulos, Matthew Wardrop, Tobias Mao, Colin McFarland
Engineering for a Science-Centric Experimentation Platform. CoRR (2019)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Challenges and Strategies for Undertaking Continuous Experimentation to Embedded Systems: Industry and Research Perspectives. XP (2018)
David Issa Mattos, Erling Mårtensson, Jan Bosch, Helena Holmström Olsson
Optimization Experiments in the Continuous Space - The Limited Growth Optimistic Optimization Algorithm. SSBSE (2018)
David Issa Mattos, Pavel A. Dmitriev, Aleksander Fabijan, Jan Bosch, Helena Holmström Olsson
An Activity and Metric Model for Online Controlled Experiments. PROFES (2018)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Your System Gets Better Every Day You Use It: Towards Automated Continuous Experimentation. SEAA (2017)
David Issa Mattos, Jan Bosch, Helena Holmström Olsson
More for Less: Automated Experimentation in Software-Intensive Systems. PROFES (2017)
David Issa Mattos, Douglas Soares dos Santos, Cairo Lúcio Nascimento Júnior
Development of a low-cost autonomous surface vehicle using MOOS-IvP. SysCon (2016)
Wlamir Olivares Loesch Vianna, Leonardo Ramos Rodrigues, Takashi Yoneyama, David Issa Mattos
Troubleshooting optimization using multi-start simulated annealing. SysCon (2016)