Research Output per year
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
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Research Output 2015 2018
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, 17Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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. 6Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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
Time and Bayesian Networks
Arjen Hommersom (Supervisor)30 Aug 2018
Activity: Examination types › PhD examination › Academic
Thirty-Third AAAI Conference on Artificial Intelligence (Event)
Arjen Hommersom (Member)2018
Activity: Membership types › Membership of committee › Academic
Inference for Probabilistic Logic Programming with Continuous Distributions
Arjen Hommersom (Speaker)7 Sep 2017
Activity: Talk or presentation types › Invited talk › Academic
Causal discovery from mixed and missing data with applications on ADHD datasets
Arjen Hommersom (Assessment committee member)30 Oct 2017
Activity: Examination types › PhD examination › Academic
Springer International Publishing AG (Publisher)
Arjen Hommersom (Editor), Peter J. F. Lucas (Editor)2015
Activity: Publication peer-review and editorial work types › Editorial work book › Academic