Research Output per year
Fingerprint Dive into the research topics where Giulia Pedrielli is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research Output
A real time simulation optimization framework for vessel collision avoidance and the case of singapore strait
Pedrielli, G., Xing, Y., Peh, J. H., Koh, K. W. & Ng, S. H., Mar 2020, In : IEEE Transactions on Intelligent Transportation Systems. 21, 3, p. 1204-1215 12 p., 8753684.Research output: Contribution to journal › Article
A Framework for Multi-fidelity Modeling in Global Optimization Approaches
Zabinsky, Z. B., Pedrielli, G. & Huang, H., Jan 1 2019, Machine Learning, Optimization, and Data Science - 5th International Conference, LOD 2019, Proceedings. Nicosia, G., Pardalos, P., Umeton, R., Giuffrida, G. & Sciacca, V. (eds.). Springer, p. 335-346 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11943 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Arch-comp 2019 category report: Falsification
Ernst, G., Arcaini, P., Donze, A., Fainekos, G., Mathesen, L., Pedrielli, G., Yaghoubi, S., Yamagata, Y. & Zhang, Z., Jan 1 2019, In : EPiC Series in Computing. 61, p. 129-140 12 p.Research output: Contribution to journal › Conference article
Open Access
2
Scopus
citations
Complicacy-guided parameter space sampling for knowledge discovery with limited simulation budgets
Chen, X., Mathesen, L., Pedrielli, G. & Candan, K. S., Nov 2019, Proceedings - 10th IEEE International Conference on Big Knowledge, ICBK 2019. Gao, Y., Moller, R., Wu, X. & Kotagiri, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 50-57 8 p. 8944401. (Proceedings - 10th IEEE International Conference on Big Knowledge, ICBK 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Continuous simulation optimization with model mismatch using Gaussian process regression
Inanlouganji, A., Pedrielli, G., Fainekos, G. & Pokutta, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2131-2142 12 p. 8632427. (Proceedings - Winter Simulation Conference; vol. 2018-December).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1
Scopus
citations
Projects
Collaborative Research: AccelNet: An International Network of Networks for Well-being in Built Environments (IN2WIBE)
National Science Foundation (NSF)
10/1/19 → 9/30/22
Project: Research project
EAGER CMMI OE Exploring Discrete Event Dynamics to model and control intelligent systems
National Science Foundation (NSF)
6/1/18 → 5/31/21
Project: Research project
Center of Excellence for Accelerating Operational Efficiency (CAOE)
Maciejewski, R., Roe-Sepowitz, D., Liu, H., Askin, R., Kull, T., Ahn, G., Mirchandani, P., Mancenido, M., Sefair, J., Chiou, E., Pedrielli, G., Silva, Y. & Pavlic, T.
US Department of Homeland Security (DHS)
9/1/17 → 6/30/20
Project: Research project
CES Project: Coverage guarantees for requirements guided falsification
INDUSTRY: Various Consortium Members
8/1/18 → 8/31/19
Project: Research project