Research output per year
Research output per year
Personal profile
Short presentation
For more info about my work and research interests, see my website:
www.back.phd
Education/Academic qualification
Computer Science, PhD, University of Copenhagen
1 Apr 2017 → 31 Oct 2020
Award Date: 8 Jun 2021
Mathematics, Supplementary coursework, (Real Analysis, Dynamical Systems, Ind. BSc Project), Roskilde University
2016 → 2017
Award Date: 20 Jan 2017
Glass and Ceramics, B.Craft, Royal Danish Academy - Architecture, Design, Conservation
2008 → 2012
Award Date: 1 Jun 2012
Artificial Intelligence, MSc, University of Edinburgh
2010 → 2011
Award Date: 24 Nov 2011
Psychology (w/ Computer Science), BA, Lewis and Clark College
2004 → 2008
Award Date: 11 May 2008
External positions
Staff Machine Learning Engineer, ServiceNow Denmark ApS
26 Oct 2021 → 31 Aug 2024
Data Scientist, Gekkobrain
1 Feb 2020 → 26 Oct 2021
Founder, Olling Glas
2009 → …
Electronics Technician, Back Electronics A/S
2008 → 2017
Keywords
- Faculty of Science
- Machine learning
- Probabilistic inference and reasoning
- Stochastic processes
- Computational learning theory
- Computability theory
- Logic
- Process Modeling
- Information Theory
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Foundations and practice of binary process discovery
Slaats, T., Debois, S., Back, C. O. & Christfort, A. K. F., 2024, In: Information Systems. 121, 20 p., 102339.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile110 Downloads (Pure) -
Comparing Trace Similarity Metrics Across Logs and Evaluation Measures
Back, C. O. & Simonsen, J. G., 2023, Advanced Information Systems Engineering: 35th International Conference, CAiSE 2023, Zaragoza, Spain, June 12–16, 2023, Proceedings. Indulska, M., Reinhartz-Berger, I., Cetina, C. & Pastor, O. (eds.). Springer, p. 226-242 17 p. (Lecture Notes in Computer Science, Vol. 13901)).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Entropy as a Measure of Log Variability
Back, C. O., Debois, S. & Slaats, T., 14 Jun 2019, In: Journal on Data Semantics. 8, 2, p. 129–156 28 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile44 Downloads (Pure) -
Discovering Order-Inducing Features in Event Knowledge Graphs
Back, C. O. & Simonsen, J. G., 2025, Cooperative Information Systems - 30th International Conference, CoopIS 2024, Proceedings. Comuzzi, M., Grigori, D., Sellami, M. & Zhou, Z. (eds.). Springer, p. 382-390 (Lecture Notes in Computer Science, Vol. 15506 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
File46 Downloads (Pure) -
Posets and Bounded Probabilities for Discovering Order-inducing Features in Event Knowledge Graphs
Back, C. O. & Simonsen, J. G., 2024, arXiv.org, 18 p.Research output: Working paper › Preprint
Open AccessFile16 Downloads (Pure) -
DisCoveR: accurate and efficient discovery of declarative process models
Back, C. O., Slaats, T., Hildebrandt, T. T. & Marquard, M., 2022, In: International Journal on Software Tools for Technology Transfer. 24, 4, p. 563–587Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile9 Downloads (Pure) -
Hybrid Process Mining: Inference & Evaluation Across Imperative & Declarative Approaches
Back, C. O., 2021, Department of Computer Science, Faculty of Science, University of Copenhagen. 238 p.Research output: Ph.D Thesis › Ph.D. Thesis
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Stochastic Workflow Modeling in a Surgical Ward: Towards Simulating and Predicting Patient Flow
Back, C. O., Manataki, A., Papanastasiou, A. & Harrison, E., 2021, Biomedical Engineering Systems and Technologies - 13th International Joint Conference, BIOSTEC 2020, Revised Selected Papers. Ye, X., Soares, F., De Maria, E., Gómez Vilda, P., Cabitza, F., Fred, A. & Gamboa, H. (eds.). Springer, p. 565-591 (Communications in Computer and Information Science, Vol. 1400 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile99 Downloads (Pure)