Publikationer pr. år
Publikationer pr. år
Personlig profil
Kort præsentation
My research focus is on business process analytics and process mining, a form of data mining which aims at extracting business process models from event logs for purposes of bottleneck identification, compliance checking, operational support, and more. In particular, I am working on methods for constructing hybrid process models, i.e. models which combine imperative (flow-based) and declarative (constraint-based) paradigms.
I am generally interested in artificial intelligence, both probabilistic and logic-based approaches.
As a professionally trained glass artist, I've had numerous exhibitions across Denmark and have developed a novel technology for the automated shaping of glass.
EDUCATION
Mathematics, supplementary coursework (Roskilde University)
MSc Artificial Intelligence (University of Edinburgh)
BA Psychology w/ Computer Science (Lewis & Clark College)
BA Applied Arts (Royal Danish Academy of Fine Arts)
...more (see CV)
For more info, see: www.christofferback.com
CV
Uddannelse (Akademiske kvalifikationer)
Matematiske Grundlag for Probabilistisk Emne Modellering, Roskilde University
2016 → 2017
Dimissionsdato: 20 jan. 2017
Royal Danish Academy of Fine Art
2008 → 2012
Dimissionsdato: 1 jun. 2012
Modelling Strategic Negotiation Behaviour in Colored Trails, University of Edinburgh
2010 → 2011
Dimissionsdato: 24 nov. 2011
Lewis and Clark College
2004 → 2008
Dimissionsdato: 11 maj 2008
Eksterne ansættelser
Olling Glass
2009 → …
Back Electronics A/S
2008 → 2017
Emneord
- Det Natur- og Biovidenskabelige Fakultet
- Kunstig Intelligens
- Maskinlæring
- Business Process Modelling
- Process Mining
- Data science
- Analytics
- Digital Fabrication
Fingeraftryk
Dyk ned i forskningsemnerne, hvor Christoffer Olling Back er aktive. Disse emneetiketter kommer fra dennes persons arbejder. Sammen danner de et unikt fingerprint.
- 12 Lignende profiler
Publikation
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Discovering Responsibilities with Dynamic Condition Response Graphs
Nekrasaite, V., Parli, A. T., Back, C. O. & Slaats, T., 3 jun. 2019, Advanced Information Systems Engineering: 31st International Conference, CAiSE 2019, Rome, Italy, June 3–7, 2019, Proceedings. Giorgini, P. & Weber, B. (red.). 31 udg. Springer, s. 595-610 15 s. (Lecture Notes in Computer Science, Bind 11483).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
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Entropy as a Measure of Log Variability
Back, C. O., Debois, S. & Slaats, T., 1 jun. 2019, I: Journal on Data Semantics. 8, 2, s. 129–156 28 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Imperative versus Declarative Process Mining: An Empirical Comparison
Back, C. O., Debois, S. & Slaats, T., 2019, (Under udarbejdelse).Publikation: Working paper › Forskning
59 Downloads (Pure) -
Towards an Empirical Evaluation of Imperative and Declarative Process Mining
Back, C. O., Debois, S. & Slaats, T., 2018, Advances in Conceptual Modelling: ER 2018 Workshops Emp-ER, MoBiD, MREBA, QMMQ, SCME Xi’an, China, October 22–25, 2018 Proceedings. Springer, s. 191-198 8 s. Chapter 24. (Lecture Notes in Computer Science, Bind 11158).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
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Towards an Entropy-Based Analysis of Log Variability
Back, C. O., Debois, S. & Slaats, T., 2018, Business Process Management Workshops: BPM 2017 International Workshops, Barcelona, Spain, September 10–11, 2017, Revised Papers. Teniente, E. & Weidlich, M. (red.). Springer, s. 53-70 (Lecture Notes in Business Information Processing, Bind 308).Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › peer review
Priser
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Nordea Fonden Scholarship
Back, Christoffer Olling (Modtager), 2010
Pris: Priser, stipendier, udnævnelser