Zobrazeno 1 - 10
of 44
pro vyhledávání: '"Jasper De Bock"'
Publikováno v:
Sensors, Vol 20, Iss 18, p 5262 (2020)
Supervised hyperspectral image (HSI) classification relies on accurate label information. However, it is not always possible to collect perfectly accurate labels for training samples. This motivates the development of classifiers that are sufficientl
Externí odkaz:
https://doaj.org/article/8c22ac86abd8417ca6d6c2b99bd38741
Publikováno v:
International Journal of Approximate Reasoning. 151:272-291
The field of algorithmic randomness studies what it means for infinite binary sequences to be random for some given uncertainty model. Classically, martingale-theoretic notions of such randomness involve precise uncertainty models, and it is only rec
Publikováno v:
Building Bridges between Soft and Statistical Methodologies for Data Science ISBN: 9783031155086
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fedb6f6f311afe9aae6e9d107bb31f1a
https://doi.org/10.1007/978-3-031-15509-3_13
https://doi.org/10.1007/978-3-031-15509-3_13
Publikováno v:
International Journal of Approximate Reasoning. 152:355-356
Autor:
Jasper De Bock, Natan T'Joens
Publikováno v:
International Journal of Approximate Reasoning. 132:181-205
We study the limit behaviour of upper and lower bounds on expected time averages in imprecise Markov chains; a generalised type of Markov chain where the local dynamics, traditionally characterised by transition probabilities, are now represented by
Autor:
Jasper De Bock, Gert de Cooman
Publikováno v:
Theory and Decision Library A: ISBN: 9783031154355
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0040d97b285d5e35dea28df5b5ba56a7
https://doi.org/10.1007/978-3-031-15436-2_11
https://doi.org/10.1007/978-3-031-15436-2_11
Autor:
Alexander Erreygers, Jasper De Bock
Publikováno v:
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1eb74e0e55fde69a42c1f3e5620c5fd5
https://hdl.handle.net/1854/LU-8756845
https://hdl.handle.net/1854/LU-8756845
Autor:
Gert de Cooman, Jasper De Bock
Publikováno v:
Journal of Mathematical Analysis and Applications. 468:513-546
We consider two fundamentally different ways of defining an imprecise-probabilistic multinomial process. On the one hand, we have the so-called sensitivity analysis approach. The corresponding imprecise-probabilistic joint model is defined as the low
Autor:
Jasper De Bock, Gert de Cooman
Publikováno v:
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
We use the martingale-theoretic approach of game-theoretic probability to incorporate imprecision into the study of randomness. In particular, we define several notions of randomness associated with interval, rather than precise, forecasting systems,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::26b9fc37d66984ba57e4fe751202a23c
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783030584481
SUM
Scalable Uncertainty Management, 14th International Conference, SUM 2020
SUM
Scalable Uncertainty Management, 14th International Conference, SUM 2020
We study how to infer new choices from previous choices in a conservative manner. To make such inferences, we use the theory of choice functions: a unifying mathematical framework for conservative decision making that allows one to impose axioms dire
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9d74045d9291cba976e91ad5f64d9224
http://arxiv.org/abs/2005.03098
http://arxiv.org/abs/2005.03098