Výsledky vyhledávání - "Olesen, Kristian G."

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aHUGIN: A System Creating Adaptive Causal Probabilistic Networks

Autor: Olesen, Kristian G., Lauritzen, Steffen L., Jensen, Finn Verner

The paper describes aHUGIN, a tool for creating adaptive systems. aHUGIN is an extension of the HUGIN shell, and is based on the methods reported by Spiegelhalter and Lauritzen (1990a). The adaptive systems resulting from aHUGIN are able to adjust th

Externí odkaz: http://arxiv.org/abs/1303.5421

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Incremental Compilation of Bayesian networks

Autor: Flores, Julia M., Gamez, Jose A., Olesen, Kristian G.

Most methods of exact probability propagation in Bayesian networks do not carry out the inference directly over the network, but over a secondary structure known as a junction tree or a join tree (JT). The process of obtaining a JT is usually termed

Externí odkaz: http://arxiv.org/abs/1212.2456

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Online Updating of Conditional Linear Gaussian Bayesian Networks

Autor: Madsen, Anders Læsø, Olesen, Kristian G., Jensen, Frank, Henriksen, Per Aaberg, Larsen, Thomas Mulvad, Møller, Jørn Munkhof

Publikováno v: Madsen, A L, Olesen, K G, Jensen, F, Henriksen, P A, Larsen, T M & Møller, J M 2022, Online Updating of Conditional Linear Gaussian Bayesian Networks . in A Salmeròn & R Rumi (eds), Proceedings of the 11th International Conference on Probabilistic Graphical Models : PMLR . vol. 186, PMLR Press, The Proceedings of Machine Learning Research, vol. 186, pp. 97-108, International Conference on Probabilistic Graphical Models, Almería, Spain, 05/10/2022 . < https://proceedings.mlr.press/v186/madsen22a.html >

This paper presents a method for online updating of conditional distributions in Bayesian network models with both discrete and continuous variables. The method extends known procedures for updating discrete conditional probability distributions with

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::6c1277f06d0ec323bfacae0de3e23dbd
https://vbn.aau.dk/ws/files/519309921/madsen22a.pdf

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A Software System for Predicting Patient Flow at the Emergency Department of Aalborg University Hospital

Autor: Madsen, Anders L., Olesen, Kristian G., Møller, Jørn Munkhof, Søndberg-Jeppesen, Nicolaj, Jensen, Frank, Larsen, Thomas Mulvad, Henriksen, Per, Lindblad, Morten, Christensen, Trine Søby

Publikováno v: Madsen, A L, Olesen, K G, Møller, J M, Søndberg-Jeppesen, N, Jensen, F, Larsen, T M, Henriksen, P, Lindblad, M & Christensen, T S 2020, A Software System for Predicting Patient Flow at the Emergency Department of Aalborg University Hospital . in M Jaeger & T Dyhre Nielsen (eds), Proceedings of the 10th International Conference on Probabilistic Graphical Models, PMLR . ML Research Press, The Proceedings of Machine Learning Research, vol. 138, pp. 617-620, 10th International Conference on Probabilistic Graphical Models, Skørping, Denmark, 23/09/2020 . < http://proceedings.mlr.press/v138/madsen20b/madsen20b.pdf >

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::6676198c28bf70bd4666f8e1cd7394b1
https://vbn.aau.dk/da/publications/edc239c7-b7a5-4209-a9c5-7cfb468aef24

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Prediction of High Risk of Deviations in Home Care Deliveries

Autor: Madsen, Anders L., Olesen, Kristian G., Løvschall, Heidi Lynge, Søndberg-Jeppesen, Nicolaj, Jensen, Frank, Lindblad, Morten, Mogensen, Mads Lause, Christensen, Trine Søby

Publikováno v: Madsen, A L, Olesen, K G, Løvschall, H L, Søndberg-Jeppesen, N, Jensen, F, Lindblad, M, Mogensen, M L & Christensen, T S 2020, Prediction of High Risk of Deviations in Home Care Deliveries . in M Jaeger & T Dyhre Nielsen (eds), Proceedings of the 10th International Conference on Probabilistic Graphical Models, PMLR . ML Research Press, The Proceedings of Machine Learning Research, vol. 138, pp. 281-292, 10th International Conference on Probabilistic Graphical Models, Skørping, Denmark, 23/09/2020 . < http://proceedings.mlr.press/v138/madsen20a/madsen20a.pdf >

This paper presents a real-world application of Bayesian networks to support existing home care quality supervision. In Denmark home care is delivered by municipalities, where the individual citizen is free to select the service provider, private or

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::2ea0976f471e13c4088a07ea5ff6b657
https://vbn.aau.dk/da/publications/c8868e60-c832-4e43-97e8-42ba8735912e

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Akademický článek

The EMG diagnosis — an interpretation based on partial information

Autor: Suojanen, Marko ^*, Andreassen, Steen, Olesen, Kristian G.

Publikováno v: In Medical Engineering and Physics 1999 21(6):517-523

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Diagnosing Lyme Disease:Tailoring patient specific Bayesian networks for temporal reasoning

Autor: Olesen, Kristian G., Hejlesen, Ole K., Dessau, Ram, Beltoft, Ivan, Trangeled, Michael

Publikováno v: Olesen, K G, Hejlesen, O K, Dessau, R, Beltoft, I & Trangeled, M 2006, Diagnosing Lyme Disease : Tailoring patient specific Bayesian networks for temporal reasoning . in M Studeny & J Vomlel (eds), Proceedings of the Third European Workshop on Probabilistic Graphical Models (PGM ‘06 . , pp. 231-238, European Workshop on Probabilistic Graphical Models, Prag, Czech Republic, 12/09/2006 .

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::33cb44897d72f4f20c2aec7607481c1e
https://vbn.aau.dk/da/publications/09b748b0-9fe7-11db-8ed6-000ea68e967b

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Diagnosis of neuromuscular diseases by the EMG expert system MUNIN

Autor: Andreassen, Steen, Olesen, Kristian G.

Publikováno v: Andreassen, S & Olesen, K G 1993, Diagnosis of neuromuscular diseases by the EMG expert system MUNIN . in Proceedings of the Annual Meeting of the Danish Society for Clinical Neurophysiology, Kolding, Denmark . Annual Meeting of the Danish Society for Clinical Neurophysiology, Kolding, Denmark, 01/07/1993 .

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::905bf97ba74d3513bdbca89263551f37
https://vbn.aau.dk/da/publications/0391c590-15ae-11dc-a5a4-000ea68e967b

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