Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Paul Temple is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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SmartTune - Robust and SustainableHyper-parameter Optimisation for Deep Learning
Gratia, A. (PI), Perrouin, G. (Supervisor), Schobbens, P. Y. (Co-supervisor), Temple, P. (Support role), Tuci, E. (Support role) & Acher, M. (Support role)
1/07/21 → 28/06/25
Project: PHD
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VeriLearn: Verifying Learning Artificial Intelligence Systems
Heymans, P. (PI), Frénay, B. (CoI), Schobbens, P. Y. (CoI), Temple, P. (Researcher), Nanfack, G. (Researcher), Amrani, M. (Researcher) & BIBAL, A. (Researcher)
1/01/18 → 31/12/22
Project: Research
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CNNGen: A Generator and a Dataset for Energy-Aware Neural Architecture Search
Gratia, A., Liu, H., Satoh, S., Temple, P., Schobbens, P.-Y. & Perrouin, G., 2024, 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile15 Downloads (Pure) -
Towards Feature-based ML-enabled Behaviour Location
Fortz, S., Temple, P., Devroey, X. & Perrouin, G., 7 Feb 2024, VaMoS 2024, Proceedings - 18th International Working Conference on Variability Modelling of Software-Intensive Systems. Bern, Switzerland: ACM Press, p. 152-154 3 p. (Proceedings of the 18th International Working Conference on Variability Modelling of Software-Intensive Systems).Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile26 Downloads (Pure) -
VaryMinions: Leveraging RNNs to Identify Variants in Variability-intensive Systems’ Logs
Fortz, S., Temple, P., Devroey, X., Heymans, P. & Perrouin, G., 15 Jun 2024, In: Empirical Software Engineering . 29, 4, 99.Research output: Contribution to journal › Article › peer-review
Open AccessFile54 Downloads (Pure) -
Learning Customised Decision Trees for Domain-knowledge Constraints
Nanfack, G., Temple, P. & Frénay, B., Oct 2023, In: Pattern Recognition. 142, 109610.Research output: Contribution to journal › Article › peer-review
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Constraint Enforcement on Decision Trees: a Survey
Nanfack, G., Temple, P. & Frénay, B., 14 Sept 2022, In: ACM Computing Surveys. 54, 10, 34 p., 201.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
- 6 Oral presentation
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About Adversarial Configurations for SPLs
Temple, P. (Speaker)
16 Dec 2020Activity: Talk or presentation types › Oral presentation
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Machine learning and configurable systems: a gentle introduction
Temple, P. (Speaker)
19 Oct 2020 → 23 Oct 2020Activity: Talk or presentation types › Oral presentation
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Empirical Assessment of Multimorphic Testing
Temple, P. (Speaker)
24 Jun 2020 → 16 Jul 2020Activity: Talk or presentation types › Oral presentation
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Machine learning and configurable systems: a gentle introduction
Temple, P. (Speaker)
9 Sept 2019 → 13 Sept 2019Activity: Talk or presentation types › Oral presentation
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Using machine learning to infer constraints for product lines
Temple, P. (Speaker)
11 Oct 2017Activity: Talk or presentation types › Oral presentation