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Selected publications

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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D. Marijan, A. Gotlieb and M. Liaaen

A learning algorithm for optimizing continuous integration development and testing practice

Software: Practice and Experience 49, no. 2 (2019): 192-213.
Journal Article
2019
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A. Gotlieb and D. Marijan

Using Global Constraints to Automate Regression Testing

AI Magazine 38, no. Spring (2017).
Journal Article
2017
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A. Gotlieb

Constraint-Based Testing: An Emerging Trend in Software Testing

In Advances in Computers, 67-101. ADCOM, UK: Academic Press ed. Vol. 99. Elsevier, 2015.
Book Chapter
2015
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News

15 November 2019

Netflix takes inspiration from Certus SFI research paper

Awards

Best Paper Award for " A New Approach to Feature-based Test Suite Reduction in Software Product Line Testing"
in the 11th International Joint Conference on Software Technologies, ICSOFT-EA 2016, Lisbon, Portugal
July 2016
Best Application Paper Award for "Using CP in automatic test generation for ABB robotics' paint control systems" In Principles and Practice of Constraint Programming
The 20th International Conference on Principles and Practice of Constraint Programming, Lyon, France
September 2014
Best Application Paper Award for "Automated test case selection using feature model: An industrial case study."
ACM/IEEE 16th Int. Conf. on Model Driven Eng. Languages and Systems (MODELS'13), Miami, Florida.
July 2013

Students under supervision

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2018

Journal articles

C. Ieva, A. Gotlieb, S. Kaci and N. Lazaar

Discovering Program Topoi via Hierarchical Agglomerative Clustering

IEEE Transactions on Reliability 67, no. 3 (2018): 758-770.
Status: Published
S. Sen, D. Marijan and A. Gotlieb

Certus: an organizational effort towards research-based innovation in software verification and validation

International Journal of Systems Assurance Engineering and Management 9, no. 2 (2018): 313-322.
Status: Published

Proceedings, refereed

M. Collet, A. Gotlieb and M. Mossige

Constraint-based Generation of Trajectories for Single-Arm Robots

In Doctoral Program of the 24th Constraint Programming (DP-CP 18). Lille, France, 2018.
Status: Published
A. Gotlieb, D. Marijan and H. Spieker

Stratified Constructive Disjunction and Negation in Constraint Programming

In Proc. of IEEE Int. Conf. on Tools with Artificial Intelligence (ICTAI-18). Volos, Greece. Nov. 2018. IEEE, 2018.
Status: Published
C. Ieva, A. Gotlieb, S. Kaci and N. Lazaar

Discovering Program Topoi Through Clustering

In Proceedings of the Thirty-Second IAAI/AAAI Conference on Innovative Applications of Artificial Intelligence. AAAI Press, 2018.
Status: Published
H. Spieker and A. Gotlieb

Towards Hybrid Constraint Solving with Reinforcement Learning and Constraint-Based Local Search

In Data Science meets Optimization Workshop at Federated Artificial Intelligence Meeting, 2018.
Status: Published

Talks, keynote

A. Gotlieb

Artificial Intelligence in Software Testing: An Overview. Application to Industrial Robotics

In French Days on Software Testing (JFTL'18), Paris, France, 2018.
Status: Published
A. Gotlieb

AI-Powered Testing of Industrial Robots

In ALTEN TalentCamp, Paris, France, 2018.
Status: Published

Posters

M. Collet, A. Gotlieb and M. Mossige

Constraint-Based Generation of Trajectories for single-Arm Robots

DP-CP, Lille, France, 2018.
Status: Published
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