No photo of Arjen Hommersom

Arjen Hommersom

dr.

20152018
If you made any changes in Pure these will be visible here soon.

Fingerprint Dive into the research topics where Arjen Hommersom is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Bayesian networks Engineering & Materials Science
Data flow analysis Engineering & Materials Science
Inductive logic programming (ILP) Engineering & Materials Science
Learning systems Engineering & Materials Science
Pathology Engineering & Materials Science
Bayesian Networks Mathematics
Continuous Time Mathematics
Exponential distribution Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2015 2018

  • 7 Conference article in proceeding
  • 5 Article
  • 1 Editorial

Denial-of-Service Attacks on LoRaWAN

van Es, E., Vranken, H. & Hommersom, A., 2018, Proceedings of the 13th International Conference on Availability, Reliability and Security. New York, NY, USA: acm, 17

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Discovering Software Vulnerabilities Using Data-flow Analysis and Machine Learning

Kronjee, J., Hommersom, A. & Vranken, H., 2018, Proceedings of the 13th International Conference on Availability, Reliability and Security. New York, NY, USA: acm, 10 p. 6

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Data flow analysis
Learning systems
Static analysis
Classifiers

Explaining the Most Probable Explanation

Butz, R., Hommersom, A. & van Eekelen, M., 2018, Scalable Uncertainty Management: 12th International Conference, SUM 2018, Milan, Italy, October 3-5, 2018, Proceedings. Ciucci, D., Pasi, G. & Vantaggi, B. (eds.). Cham: Springer International Publishing AG, p. 50-63 14 p. (Lecture Notes in Computer Science; vol. 11142).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Bayesian networks
Random variables
Decision making

Making Continuous Time Bayesian Networks More Flexible

Liu, M., Stella, F., Hommersom, A. & Lucas, P. J. F., 1 Nov 2018, Proceedings of the Ninth International Conference on Probabilistic Graphical Models. Kratochvíl, V. & Studený, M. (eds.). Prague, Czech Republic: PMLR, Vol. 72. p. 237-248 12 p. (Proceedings of Machine Learning Research).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
Bayesian Networks
Continuous Time
Exponential distribution
Unit of time
Immune System

Modeling the Dynamics of Multiple Disease Occurrence by Latent States

Bueno, M. L. P., Hommersom, A., Lucas, P. J. F., Lobo, M. & Rodrigues, P. P., 2018, Scalable Uncertainty Management: 12th International Conference, SUM 2018, Milan, Italy, October 3-5, 2018, Proceedings. Ciucci, D., Pasi, G. & Vantaggi, B. (eds.). Cham: Springer International Publishing AG, p. 93-107 15 p. (Lecture Notes in Computer Science; no. 11142).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Hidden Markov models
Health care
Health
Availability

Prizes

Best student paper award

Raphaela Butz (Recipient), Arjen Hommersom (Recipient) & M.C.J.D. van Eekelen (Recipient), 2018

Prize: Prize (including medals and awards)Academic

Activities 2015 2018

  • 2 Editorial work book
  • 2 PhD examination
  • 1 Membership of committee
  • 1 Invited talk

Time and Bayesian Networks

Arjen Hommersom (Supervisor)
30 Aug 2018

Activity: Examination typesPhD examinationAcademic

Thirty-Third AAAI Conference on Artificial Intelligence (Event)

Arjen Hommersom (Member)
2018

Activity: Membership typesMembership of committeeAcademic

Inference for Probabilistic Logic Programming with Continuous Distributions

Arjen Hommersom (Speaker)
7 Sep 2017

Activity: Talk or presentation typesInvited talkAcademic

Causal discovery from mixed and missing data with applications on ADHD datasets

Arjen Hommersom (Assessment committee member)
30 Oct 2017

Activity: Examination typesPhD examinationAcademic

Springer International Publishing AG (Publisher)

Arjen Hommersom (Editor), Peter J. F. Lucas (Editor)
2015

Activity: Publication peer-review and editorial work typesEditorial work bookAcademic