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ORCIDDavid Issa Mattos
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2020 – today
- 2023
[j5]Anas Dakkak
, Jan Bosch, Helena Holmström Olsson, David Issa Mattos:
Continuous deployment in software-intensive system-of-systems. Inf. Softw. Technol. 159: 107200 (2023)- [j4]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) - 2022
- [c27]David Issa Mattos, Yuchu Liu:
On the Use of Causal Graphical Models for Designing Experiments in the Automotive Domain. EASE 2022: 264-265 - [c26]Teodor Fredriksson, Jan Bosch, Helena Holmström Olsson, David Issa Mattos:
Machine Learning Algorithms for Labeling: Where and How They are Used? SysCon 2022: 1-8 - [p1]David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson:
Chapter 11 Experimentation for Business-to-Business Mission-Critical Systems: A Case Study. Accelerating Digital Transformation 2022: 351-371 - [i7]David Issa Mattos, Yuchu Liu:
On the Use of Causal Graphical Models for Designing Experiments in the Automotive Domain. CoRR abs/2204.08743 (2022) - [i6]Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz:
Bayesian causal inference in automotive software engineering and online evaluation. CoRR abs/2207.00222 (2022) - 2021
- [j3]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): 1163-1177 (2021) - [c25]Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz:
Bayesian propensity score matching in automotive embedded software engineering. APSEC 2021: 233-242 - [c24]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: 243-252 - [c23]Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson:
An Empirical Evaluation of Algorithms for Data Labeling. COMPSAC 2021: 201-209 - [c22]Anas Dakkak, David Issa Mattos, Jan Bosch:
Perceived benefits of Continuous Deployment in Software-Intensive Embedded Systems. COMPSAC 2021: 934-941 - [c21]Anas Dakkak, David Issa Mattos, Jan Bosch:
Success Factors when Transitioning to Continuous Deployment in Software-Intensive Embedded Systems. SEAA 2021: 1-9 - [c20]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: 300-307 - [c19]Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson:
Assessing the Suitability of Semi-Supervised Learning Datasets using Item Response Theory. SEAA 2021: 326-333 - [c18]Hongyi Zhang, Anas Dakkak, David Issa Mattos, Jan Bosch, Helena Holmström Olsson:
Towards Federated Learning: A Case Study in the Telecommunication Domain. ICSOB 2021: 238-253 - [i5]David Issa Mattos, Érika Martins Silva Ramos:
Bayesian Paired-Comparison with the bpcs Package. CoRR abs/2101.11227 (2021) - [i4]David Issa Mattos, Lucas Ruud, Jan Bosch, Helena Holmström Olsson:
On the Assessment of Benchmark Suites for Algorithm Comparison. CoRR abs/2104.07381 (2021) - [i3]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 abs/2107.02461 (2021) - [i2]Yuchu Liu, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Jonn Lantz:
Bayesian propensity score matching in automotive embedded software engineering. CoRR abs/2109.12563 (2021) - 2020
- [c17]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: 101-109 - [c16]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: 191-200 - [c15]David Issa Mattos, Anas Dakkak, Jan Bosch, Helena Holmström Olsson:
Experimentation for Business-to-Business Mission-Critical Systems: A Case Study. ICSSP 2020: 95-104 - [c14]Aiswarya Raj Munappy, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Anas Dakkak:
From Ad-Hoc Data Analytics to DataOps. ICSSP 2020: 165-174 - [c13]Teodor Fredriksson, David Issa Mattos, Jan Bosch, Helena Holmström Olsson:
Data Labeling: An Empirical Investigation into Industrial Challenges and Mitigation Strategies. PROFES 2020: 202-216 - [c12]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: 257-274
2010 – 2019
- 2019
- [j2]David Issa Mattos, Jan Bosch, Helena Holmström Olsson:
Multi-armed bandits in the wild: Pitfalls and strategies in online experiments. Inf. Softw. Technol. 113: 68-81 (2019) - [j1]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): 60-64 (2019) - [c11]David Issa Mattos, Jan Bosch, Helena Holmström Olsson:
ACE: Easy Deployment of Field Optimization Experiments. ECSA 2019: 264-279 - [c10]David Issa Mattos, Jan Bosch, Helena Holmström Olsson:
Leveraging Business Transformation with Machine Learning Experiments. ICSOB 2019: 183-191 - [c9]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: 528-544 - [c8]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: 1-8 - [i1]Nikos Diamantopoulos, Jeffrey Wong, David Issa Mattos, Ilias Gerostathopoulos, Matthew Wardrop, Tobias Mao, Colin McFarland:
Engineering for a Science-Centric Experimentation Platform. CoRR abs/1910.03878 (2019) - 2018
- [c7]David Issa Mattos, Pavel A. Dmitriev, Aleksander Fabijan, Jan Bosch, Helena Holmström Olsson:
An Activity and Metric Model for Online Controlled Experiments. PROFES 2018: 182-198 - [c6]David Issa Mattos, Erling Mårtensson, Jan Bosch, Helena Holmström Olsson:
Optimization Experiments in the Continuous Space - The Limited Growth Optimistic Optimization Algorithm. SSBSE 2018: 293-308 - [c5]David Issa Mattos, Jan Bosch, Helena Holmström Olsson:
Challenges and Strategies for Undertaking Continuous Experimentation to Embedded Systems: Industry and Research Perspectives. XP 2018: 277-292 - 2017
- [c4]David Issa Mattos, Jan Bosch, Helena Holmström Olsson:
Your System Gets Better Every Day You Use It: Towards Automated Continuous Experimentation. SEAA 2017: 256-265 - [c3]David Issa Mattos, Jan Bosch, Helena Holmström Olsson:
More for Less: Automated Experimentation in Software-Intensive Systems. PROFES 2017: 146-161 - 2016
- [c2]David Issa Mattos, Douglas Soares dos Santos, Cairo Lúcio Nascimento Júnior:
Development of a low-cost autonomous surface vehicle using MOOS-IvP. SysCon 2016: 1-6 - [c1]Wlamir Olivares Loesch Vianna, Leonardo Ramos Rodrigues, Takashi Yoneyama, David Issa Mattos:
Troubleshooting optimization using multi-start simulated annealing. SysCon 2016: 1-6
Coauthor Index
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