Frank Jensen

Publication Activity (10 Years)

Years Active: 1986-2022
Publications (10 Years): 6

Top Topics

Graphical Models

Structure Learning

Linear Gaussian

Top Venues

Probabilistic Graphical Models

Publications

Anders L. Madsen, Kristian G. Olesen, Frank Jensen, Per Henriksen, Thomas Mulvad Larsen, Jørn Munkhof Møller
Online Updating of Conditional Linear Gaussian Bayesian Networks. PGM (2022)
Anders L. Madsen, Kristian G. Olesen, Jørn Munkhof Møller, Nicolaj Søndberg-Jeppesen, Frank Jensen, Thomas Mulvad Larsen, Per Henriksen, Morten Lindblad, Trine Søby Christensen
A Software System for Predicting Patient Flow at the Emergency Department of Aalborg University Hospital. PGM (2020)
Anders L. Madsen, Kristian G. Olesen, Heidi Lynge Løvschall, Nicolaj Søndberg-Jeppesen, Frank Jensen, Morten Lindblad, Mads Lause Mogensen, Trine Søby Christensen
Prediction of High Risk of Deviations in Home Care Deliveries. PGM (2020)
Anders L. Madsen, Nicolaj Søndberg-Jeppesen, Frank Jensen, Mohamed S. Sayed, Ulrich Moser, Luis Neto, João Reis, Niels Lohse
Parameter Learning Algorithms for Continuous Model Improvement Using Operational Data. ECSQARU (2017)
Anders L. Madsen, Frank Jensen, Antonio Salmerón, Helge Langseth, Thomas D. Nielsen
A parallel algorithm for Bayesian network structure learning from large data sets. Knowl. Based Syst. 117 (2017)
Antonio Salmerón, Anders L. Madsen, Frank Jensen, Helge Langseth, Thomas D. Nielsen, Darío Ramos-López, Ana M. Martínez, Andrés R. Masegosa
Parallel Filter-Based Feature Selection Based on Balanced Incomplete Block Designs. ECAI (2016)
Anders L. Madsen, Frank Jensen, Antonio Salmerón, Helge Langseth, Thomas D. Nielsen
Parallelisation of the PC Algorithm. CAEPIA (2015)
Anders L. Madsen, Frank Jensen, Martin Karlsen, Nicolaj Søndberg-Jeppesen
Bayesian Networks with Function Nodes. Probabilistic Graphical Models (2014)
Anders L. Madsen, Frank Jensen, Antonio Salmerón, Martin Karlsen, Helge Langseth, Thomas D. Nielsen
A New Method for Vertical Parallelisation of TAN Learning Based on Balanced Incomplete Block Designs. Probabilistic Graphical Models (2014)
Frank Jensen, Finn Verner Jensen, Søren L. Dittmer
From Influence Diagrams to Junction Trees CoRR (2013)
Finn Verner Jensen, Frank Jensen
Optimal Junction Trees CoRR (2013)
Frank Jensen, S. K. Anderson
Approximations in Bayesian Belief Universe for Knowledge Based Systems CoRR (2013)
Bo Chamberlain, Finn Verner Jensen, Frank Jensen, Torsten Nordahl
Analysis in HUGIN of Data Conflict CoRR (2013)
Anders L. Madsen, Martin Karlsen, Gary C. Barker, Ana Belén García, Jeffrey Hoorfar, Frank Jensen, Håkan Vigre
A Software Package for Web Deployment of Probabilistic Graphical Models. SCAI (2013)
Anders L. Madsen, Frank Jensen, Uffe Kjærulff, Michael Lang
The Hugin Tool for Probabilistic Graphical Models. Int. J. Artif. Intell. Tools 14 (3) (2005)
Anders L. Madsen, Frank Jensen
Solving linear-quadratic conditional Gaussian influence diagrams. Int. J. Approx. Reason. 38 (3) (2005)
Anders L. Madsen, Michael Lang, Uffe Kjærulff, Frank Jensen
The Hugin Tool for Learning Bayesian Networks. ECSQARU (2003)
Anders L. Madsen, Frank Jensen
Mixed Influence Diagrams. ECSQARU (2003)
Frank Jensen, Uffe Kjærulff, Michael Lang, Anders L. Madsen
Hugin - The Tool for Bayesian Networks and Influence Diagrams. Probabilistic Graphical Models (2002)
Steffen L. Lauritzen, Frank Jensen
Stable local computation with conditional Gaussian distributions. Stat. Comput. 11 (2) (2001)
Frank Jensen, Finn Verner Jensen, Søren L. Dittmer
From Influence Diagrams to junction Trees. UAI (1994)
Finn Verner Jensen, Frank Jensen
Optimal junction Trees. UAI (1994)
Frank Jensen
Transition Structure Modeling by Intersecting Potetntial Energy Surfaces. J. Comput. Chem. 15 (11) (1994)
Finn Verner Jensen, Bo Chamberlain, Torsten Nordahl, Frank Jensen
Analysis in HUGIN of data conflict. UAI (1990)
Stig K. Andersen, Kristian G. Olesen, Finn Verner Jensen, Frank Jensen
HUGIN - A Shell for Building Bayesian Belief Universes for Expert Systems. IJCAI (1989)
Kristian G. Olesen, Uffe Kjærulff, Frank Jensen, Finn Verner Jensen, Björn Falck, Steen Andreassen, Stig K. Andersen
A munin network for the median nerve - a case study on loops. Appl. Artif. Intell. 3 (2-3) (1989)
R. Ghosh-Roy, Frank Jensen
Conjunctional type assignment in programming languages. ACM Conference on Computer Science (1988)
Mads Dam, Frank Jensen
Compiler Generation from Relational Semantics. ESOP (1986)