Finn Verner Jensen
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Finn Verner Jensencomputer-science Degrees
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Machine Learning
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Artificial Intelligence
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Computer Science
Finn Verner Jensen's Degrees
- PhD Computer Science Aalborg University
- Masters Computer Science Aalborg University
- Bachelors Computer Science Aalborg University
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(Suggest an Edit or Addition)Finn Verner Jensen's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Bayesian Networks and Decision Graphs (2001) (4859)
- An introduction to Bayesian networks (1996) (1494)
- Bayesian updating in causal probabilistic networks by local computations (1990) (777)
- HUGIN - A Shell for Building Bayesian Belief Universes for Expert Systems (1989) (477)
- From Influence Diagrams to junction Trees (1994) (280)
- The use of Hugin® to develop Bayesian networks as an aid to integrated water resource planning (2005) (278)
- An algebra of bayesian belief universes for knowledge-based systems (1990) (257)
- LAZY Propagation: A Junction Tree Inference Algorithm Based on Lazy Evaluation (1999) (228)
- Optimal junction Trees (1994) (210)
- Public participation modelling using Bayesian networks in management of groundwater contamination (2007) (182)
- MUNIN: an expert EMG assistant (1988) (155)
- A munin network for the median nerve - a case study on loops (1989) (140)
- Bayesian Networks and Influence Diagrams (1997) (108)
- Computer-Aided Electromyography and Expert Systems (1989) (95)
- Medical expert systems based on causal probabilistic networks (1991) (94)
- aHUGIN: A System Creating Adaptive Causal Probabilistic Networks (1992) (83)
- The SACSO methodology for troubleshooting complex systems (2001) (78)
- Lazy Propagation in Junction Trees (1998) (71)
- HUGIN - a Shell for Building Belief Universes for Expert Systems (1989) (68)
- Welldefined Decision Scenarios (1999) (67)
- Analysis in HUGIN of data conflict (1990) (58)
- Myopic Value of Information in Influence Diagrams (1997) (57)
- Unconstrained Influence Diagrams (2002) (57)
- Printer Troubleshooting Using Bayesian Networks (2000) (55)
- Learning a decision maker's utility function from (possibly) inconsistent behavior (2004) (52)
- Lazy Evaluation of Symmetric Bayesian Decision Problems (1999) (50)
- Local computation with valuations from a commutative semigroup (1997) (49)
- Latent variable discovery in classification models (2004) (47)
- Sequential influence diagrams: A unified asymmetry framework (2006) (41)
- Decision theoretic troubleshooting of coherent systems (2003) (39)
- Bayesian methods for interpretation and control in multiagent vision systems (1992) (38)
- Pattern Recognition in Practice IV: Multiple Paradigms, Comparative Studies and Hybrid Systems (1994) (35)
- MIDAS: An Influence Diagram for Management of Mildew in Winter Wheat (1996) (35)
- Inference in Multiply Sectioned Bayesian Networks with Extended Shafer-Shenoy and Lazy Propagation (1999) (35)
- Lightning protection for offshore wind turbines (2001) (32)
- Sensitivity Analysis in Bayesian Networks (1995) (31)
- Bayesian Networks as Classifiers (2007) (31)
- Bayesian Network Basics (1996) (30)
- Sensitivity analysis in influence diagrams (2003) (29)
- Inference in multiply sectioned Bayesian networks: methods and performance comparison (2005) (29)
- DrHugin A system for value of information in Bayesian networks (1994) (28)
- Cautious Propagation in Bayesian Networks (1995) (28)
- Gradient Descent Training of Bayesian Networks (1999) (26)
- Probabilistic decision graphs for optimization under uncertainty (2011) (25)
- MUNIN — On the Case for Probabilities in Medical Expert Systems — a Practical Exercise (1987) (24)
- The SACSO System for Troubleshooting of Printing Systems (2001) (24)
- Bayesian Networks and Decision Diagrams (2007) (23)
- Heuristics for Two Extensions of Basic Troubleshooting (2001) (23)
- Representing and Solving Asymmetric Bayesian Decision Problems (2000) (22)
- Engaging stakeholders in construction and validation of Bayesian belief networks for groundwater protection (2004) (22)
- Practical Issues in Modeling Large Diagnostic Systems with Multiply Sectioned Bayesian Networks (2000) (22)
- Well-Defined Decision Scenarios (1999) (21)
- Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (1996) (2013) (20)
- Plug & Play Object Oriented Bayesian Networks (2003) (19)
- Using ROBDDs for Inference in Bayesian Networks with Troubleshooting as an Example (2000) (18)
- Non-linear Interactive Storytelling (2004) (16)
- Parallelization of Inference in Bayesian Networks (1999) (15)
- A comparison of two approaches for solving unconstrained influence diagrams (2009) (15)
- An anytime algorithm for evaluating unconstrained influence diagrams (2008) (15)
- A Computational Architecture for N-Way Sensitivity Analysis of Bayesian Networks (2000) (15)
- MUNIN: an expert system for EMG (1987) (14)
- The HUGIN core: preliminary considerations on systems for fast manipulation of probabilities (1987) (14)
- Proceedings of The 2002 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'02) (2002) (13)
- Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence (1996) (12)
- Probabilities of Future Decisions (2000) (12)
- Probabilistic decision graphs for optimization under uncertainty (2013) (12)
- Causal and Bayesian Networks (2001) (12)
- Bayesian Networks as a Participatory Modelling Tool for Ground Water Protection (2007) (11)
- On-line alert systems for production plants: A conflict based approach (2007) (11)
- Bayesian Artificial Intelligence (2004) (10)
- Representing and Solving Asymmetric Decision Problems (2003) (10)
- Acquisition and Transformation of Likelihoods to Conditional Probabilities for Bayesian Networks (1999) (10)
- Printing System Diagnosis: a Bayesian Network Application (1998) (10)
- Alert Systems for Production Plants: A Methodology Based on Conflict Analysis (2005) (9)
- Use of causal probabilistic networks as high-level models in computer vision (1990) (9)
- When to test? Troubleshooting with postponed system test (2011) (8)
- An Extension Of Lazy Evaluation For Influence Diagrams Avoiding Redundant Variables In The Potentials (2002) (8)
- Proceedings of the Second European Workshop on Probabilistic Graphical Models (2004) (8)
- The Cost of Troubleshooting Cost Clusters with Inside Information (2010) (7)
- Bayesian Graphical Models (2006) (7)
- Information enhancement - A tool for approximate representation of optimal strategies from influence diagrams (2012) (7)
- A PGM framework for recursive modeling of players in simple sequential Bayesian games (2010) (6)
- dr-Hugin: A System for Hypothesis Driven Data Request (1995) (6)
- Qualitative recognition using Bayesian reasoning (1994) (6)
- Multi-currency Influence Diagrams (2007) (5)
- Opponent modeling in a PGM framework (2013) (5)
- A Bayesian Network Framework for the Construction of Virtual Agents with Human-like Behaviour (2006) (5)
- Lazy Propagation in Junction (1998) (4)
- Calculation in HUGIN of Probabilities for Specific Configurations: A Trick with Many Applications (1991) (4)
- Advances in Decision Graphs (2004) (4)
- An interactive neuroanatomy knowledge base for EMG (1989) (4)
- Tools for Explanation in Bayesian Networks with Application to an Agricultural Problem (1997) (3)
- Some Practical Issues in Modeling Diagnostic Systems with Multiply Sectioned Bayesian Networks (1999) (3)
- Anytime Decision Making Based on Unconstrained Influence Diagrams (2016) (3)
- Lightning Strike Sensors for Power Producing Wind Turbines (1999) (3)
- Symbolic and Quantitative Approaches to Reasoning and Uncertainty : European Conference : ECSQARU '99, London , UK, July 5-9, 1999 : Proceedings (1999) (3)
- Learning hierarchical latent class models (2003) (3)
- A causal network prototype in the domain of electromyography (1987) (3)
- Real-time Hypothesis Driven Feature Extraction on Parallel Processing Architectures (2002) (3)
- Lightning protection of wind turbines (1999) (3)
- Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence: UAI '00 (2000) (2)
- Prerequisites on Probability Theory (2007) (2)
- Uncertainty in artificial intelligence : proceedings of the Twelfth Conference (1996) : August 1-4, 1996, Reed College, Portland, Oregon, USA (1996) (2)
- Learning the Structure of Bayesian Networks (2007) (2)
- An Influence Diagram framework for acting under influence by agents with unknown goals (2008) (2)
- Better Safe than Sorry - Optimal Troubleshooting through A* Search with Efficiency-based Pruning (2008) (2)
- Graphical Models as Languages for Computer Assisted Diagnosis and Decision Making (2001) (2)
- Belief Updating in Bayesian Networks (2001) (2)
- Parameter Reusing in Learning Latent Class Models (2004) (2)
- Tenth Scandinavian Conference on Artificial Intelligence, SCAI 2008, Stockholm, Sweden, May 26-28, 2008 (2008) (1)
- A* Wars: The Fight for Improving A* Search for Troubleshooting with Dependent Actions (2008) (1)
- Acquisition and Transformation of Likelihoods to ConditionalProbabilities for Bayesian (1998) (1)
- ProbSy--A System for the Calculation of Probabilities in the Card Game Bridge (1998) (1)
- Microhuman: a simplified model for testing inference in the EMG expert system MUNIN (1987) (1)
- Algoriths for Uncertainty and Defeasible Reasoning (2000) (1)
- Pathophysiological features used to describe the state of nerve segments and muscles in the expert EMG assistant MUNIN (1988) (1)
- Acting under Interference by other Agents with unknown Goals (2008) (1)
- Proceedings From 5th Scandinavian Logic Symposium, Aalborg, 17-19 January 1979 (1979) (0)
- Algorithms for Influence Diagrams (2001) (0)
- eqr 439 : Bayesian belief network computation for reliability (2006) (0)
- Solution Methods for Decision Graphs (2007) (0)
- Using ROBDDs for troubleshooting (2000) (0)
- Representing and solving asymmetric Bayesian decisionproblemsThomas (1999) (0)
- An interactive neuroanatomy guide for clinical electromyography (1988) (0)
- Learning, Adaptation, and Tuning (2001) (0)
- HUGIN architecture for propagating belief functions (2012) (0)
- Specification of representations in skeleton systems (1990) (0)
- Probabilistic decision graphs for optimization under uncertainty (2013) (0)
- Symbolic and Quantitative Approaches to Reasonning and Uncertainty (1995) (0)
- Parameter Reusing in LearningLatent Class ModelsGytis (2007) (0)
- A Computational Architecturefor Nway Sensitivity Analysis of Bayesian (2007) (0)
- Souslin-Klееnе does not imply Beth (1976) (0)
- Proceedings XIVth European Workshop on Automated Cytogenetics, 1992, Curia, Portugal (1992) (0)
- Using ROBDDs for inferen e in Bayesian networks withtroubleshooting as an example (2007) (0)
- Computer-aided planning of EMG examinations (1987) (0)
- Analysis Tools for Bayesian Networks (2007) (0)
- Opponent Modeling in a PGM Framework (Extended Abstract) (2013) (0)
- Computer aided decision making in mastitis control: development of a causal probabilistic network (1990) (0)
- Bayesian networks (2022) (0)
- Recursively Defined Domains and Their Induction Principles (1985) (0)
- Recursively Defined Doains and their Induction Principles (1987) (0)
- Bayesian Network Analysis Tools (2001) (0)
- Hugin Architecture for Propagating Belief Functions Hugin Architecture for Propagating Belief Functions (1997) (0)
- Karyotyping using causal probabilistic networks (1992) (0)
- Automated diagnosis of printer systems by means of Bayesian networks (2000) (0)
- Graphical Languages for Specification of Decision Problems (2007) (0)
- Proceedings of the First International Symposium of Soft Computing for Pattern Recognition, Reading, 1996, United Kingdom (1996) (0)
- Methods for Analyzing Decision Problems (2007) (0)
- Symbolic and Quantitative Approaches to Reasoning with Uncertainty : 6th European Conference, ECSQARU 2001 Toulouse, France, September 19 - 21, 2001 : Proceedings (2001) (0)
- Cutting Influence Diagrams Down to the Core (2001) (0)
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