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Dive into the research topics where Dominique Sommers is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Exact and Approximated Log Alignments for Processes with Inter-case Dependencies
Sommers, D., Sidorova, N. & van Dongen, B. F., 11 Apr 2023, In: arXiv. 2023, 25 p., 2304.05210.Research output: Contribution to journal › Article › Academic
Open AccessFile -
Supervised learning of process discovery techniques using graph neural networks
Sommers, D. (Corresponding author), Menkovski, V. & Fahland, D., May 2023, In: Information Systems. 115, 23 p., 102209.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile6 Citations (Scopus)164 Downloads (Pure) -
Aligning Event Logs to Resource-Constrained ν -Petri Nets
Sommers, D., Sidorova, N. & van Dongen, B., 2022, Application and Theory of Petri Nets and Concurrency - 43rd International Conference, PETRI NETS 2022, Proceedings. Bernardinello, L. & Petrucci, L. (eds.). Springer, p. 325-345 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13288 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
3 Citations (Scopus) -
Process Discovery Using Graph Neural Networks.
Sommers, D., Menkovski, V. & Fahland, D., 31 Oct 2021, Proceedings - 2021 3rd International Conference on Process Mining, ICPM 2021. Di Ciccio, C., Di Francescomarino, C. & Soffer, P. (eds.). p. 40-47 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
15 Citations (Scopus)
Prizes
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Best Paper Award ICPM 2021
Menkovski, V. (Recipient), Sommers, D. (Recipient) & Fahland, D. (Recipient), 4 Nov 2021
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Thesis
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Process discovery using machine learning
Sommers, D. (Author), Fahland, D. (Supervisor 1) & Menkovski, V. (Supervisor 2), 27 Nov 2020Student thesis: Master
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