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H. Spieker

Software Testing in Continuous Integration with Machine Learning and Constraint Optimization

In The University of Oslo. Vol. PhD, 2020.
PhD Thesis
2020
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Selected publications

H. Spieker and A. Gotlieb

Adaptive Metamorphic Testing with Contextual Bandits

Journal of Systems and Software 165 (2020).
Journal Article
2020
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H. Spieker, A. Gotlieb and M. Mossige

Rotational Diversity in Multi-Cycle Assignment Problems

In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-19). Vol. 33. AAAI, 2019.
Proceedings, refereed
2019
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H. Spieker, A. Gotlieb, D. Marijan and M. Mossige

Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration

In Proceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis. New York, NY, USA: ACM, 2017.
Proceedings, refereed
2017
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News

12 July 2021

Simula researchers awarded two new FRIPRO projects

Background

PhD
Department of Informatics, University of Oslo
September 2020

Appointments

Visiting Researcher
Machine Learning and Artificial Intelligence Lab, University of Bonn, Germany
December 2021

Students under supervision

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2021

Posters

P. Bernabé, H. Spieker, A. Gotlieb and B. Legeard

Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract)

AAAI Conference on Artificial Intelligence (AAAI-21), Student Abstract and Poster Program, 2021.
Status: Published
2020

PhD theses

H. Spieker

Software Testing in Continuous Integration with Machine Learning and Constraint Optimization

In The University of Oslo. Vol. PhD, 2020.
Status: Published
2019

Posters

H. Spieker

Towards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search

Conference on Artificial Intelligence (AAAI-19), Hawaii, USA, 2019.
Status: Published
2018

Posters

H. Spieker, A. Gotlieb and M. Mossige

Different Cycle, Different Assignment: Diversity in Assignment Problems with Multiple Cycles

AAAI-18, New Orleans, Louisiana, USA, 2018.
Status: Published