Jirí Vomlel

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 19

Top Topics

Bayesian Networks

Tensor Decomposition

Structural Learning

Incomplete Data

Top Venues

Int. J. Approx. Reason.

Publications

Iván Pérez, Jirí Vomlel
On Identifiability of BN2A Networks. ECSQARU (2023)
Martin Rod, Jirí Vomlel
Improving Czech Digital Government Based on Quantified Maturity Model of Enterprise Architecture. ICEIS (2) (2023)
Issam Salman, Jirí Vomlel
Learning the Structure of Bayesian Networks from Incomplete Data using a Mixture Model. Informatica (Slovenia) 47 (1) (2023)
Jirí Vomlel, Václav Kratochvíl, Frantisek Kratochvíl
Structural learning of mixed noisy-OR Bayesian networks. Int. J. Approx. Reason. 161 (2023)
Iván Pérez, Jirí Vomlel
On the rank of 2×2×2 probability tables. PGM (2022)
Frantisek Kratochvíl, Václav Kratochvíl, Jirí Vomlel
Learning Noisy-Or Networks with an Application in Linguistics. PGM (2022)
Martin Plajner, Jirí Vomlel
Bayesian Networks for the Test Score Prediction: A Case Study on a Math Graduation Exam. ECSQARU (2021)
Martin Plajner, Jirí Vomlel
Monotonicity in practice of adaptive testing. CoRR (2020)
Martin Plajner, Jirí Vomlel
Learning bipartite Bayesian networks under monotonicity restrictions. Int. J. Gen. Syst. 49 (1) (2020)
Milan Studený, Václav Kratochvíl, Jirí Vomlel
On Irreducible Min-Balanced Set Systems. ECSQARU (2019)
Petr Tichavský, Jirí Vomlel
Representations of Bayesian networks by low-rank models. PGM (2018)
Václav Kratochvíl, Jirí Vomlel
Influence diagrams for speed profile optimization. Int. J. Approx. Reason. 88 (2017)
Jirí Vomlel
Solving the Brachistochrone Problem by an Influence Diagram. CoRR (2017)
Jirí Vomlel, Václav Kratochvíl
Solving the Goddard problem by an influence diagram. CoRR (2017)
Vera Djordjilovic, Monica Chiogna, Jirí Vomlel
An empirical comparison of popular structure learning algorithms with a view to gene network inference. Int. J. Approx. Reason. 88 (2017)
Martin Plajner, Jirí Vomlel
Monotonicity in Bayesian Networks for Computerized Adaptive Testing. ECSQARU (2017)
Jirí Vomlel, Václav Kratochvíl
Solving Trajectory Optimization Problems by Influence Diagrams. ECSQARU (2017)
Martin Plajner, Jirí Vomlel
Probabilistic Models for Computerized Adaptive Testing: Experiments. CoRR (2016)
Martin Plajner, Jirí Vomlel
Student Skill Models in Adaptive Testing. Probabilistic Graphical Models (2016)
Jirí Vomlel
Generalizations of the noisy-or model. Kybernetika 51 (3) (2015)
Václav Kratochvíl, Jirí Vomlel
Influence diagrams for the optimization of a vehicle speed profile. CoRR (2015)
Martin Plajner, Jirí Vomlel
Bayesian Network Models for Adaptive Testing. BMA@UAI (2015)
Václav Kratochvíl, Jirí Vomlel
Influence Diagrams for the Optimization of a Vehicle Speed Profile. BMA@UAI (2015)
Martin Plajner, Jirí Vomlel
Bayesian Network Models for Adaptive Testing. CoRR (2015)
Jirí Vomlel, Petr Tichavský
Probabilistic inference with noisy-threshold models based on a CP tensor decomposition. Int. J. Approx. Reason. 55 (4) (2014)
Jirí Vomlel, Petr Tichavský
An Approximate Tensor-Based Inference Method Applied to the Game of Minesweeper. Probabilistic Graphical Models (2014)
Jirí Vomlel, Petr Tichavský
On tensor rank of conditional probability tables in Bayesian networks. CoRR (2014)
Jirí Vomlel, Petr Tichavský
Probabilistic Inference in BN2T Models by Weighted Model Counting. SCAI (2013)
Jirí Vomlel
Exploiting Functional Dependence in Bayesian Network Inference CoRR (2013)
Thorsten J. Ottosen, Jirí Vomlel
All roads lead to Rome - New search methods for the optimal triangulation problem. Int. J. Approx. Reason. 53 (9) (2012)
Hynek Kruzík, Jirí Vomlel, Václav Kratochvíl, Petr Tuma, Petr Somol
Prediction Model of Inpatient Mortality for Patients with Myocardial Infarction. HEALTHINF (2012)
Milan Studený, Jirí Vomlel
On open questions in the geometric approach to structural learning Bayesian nets. Int. J. Approx. Reason. 52 (5) (2011)
Jirí Vomlel
Rank of tensors of l-out-of-k functions: an application in probabilistic inference. Kybernetika 47 (3) (2011)
Milan Studený, Jirí Vomlel, Raymond Hemmecke
A geometric view on learning Bayesian network structures. Int. J. Approx. Reason. 51 (5) (2010)
Milan Studený, Jirí Vomlel
A reconstruction algorithm for the essential graph. Int. J. Approx. Reason. 50 (2) (2009)
Petr Savický, Jirí Vomlel
Triangulation Heuristics for BN2O Networks. ECSQARU (2009)
Milan Studený, Jirí Vomlel
Editorial Note. Int. J. Approx. Reason. 49 (2) (2008)
Petr Savický, Jirí Vomlel
Exploiting tensor rank-one decomposition in probabilistic inference. Kybernetika 43 (5) (2007)
Jirí Vomlel
Noisy-or classifier. Int. J. Intell. Syst. 21 (3) (2006)
Jirí Vomlel
Integrating Inconsistent Data in a Probabilistic Model. J. Appl. Non Class. Logics 14 (3) (2004)
Jirí Vomlel
Bayesian Networks In Educational Testing. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 12 (Supplement-1) (2004)
Jirí Vomlel
Building adaptive tests using Bayesian networks. Kybernetika 40 (3) (2004)
Young-Gyun Kim, Marco Valtorta, Jirí Vomlel
A Prototypical System for Soft Evidential Update. Appl. Intell. 21 (1) (2004)
Marta Vomlelová, Jirí Vomlel
Troubleshooting: NP-hardness and solution methods. Soft Comput. 7 (5) (2003)
Jirí Vomlel
Exploiting Functional Dependence in Bayesian Network Inference. UAI (2002)
Marco Valtorta, Young-Gyun Kim, Jirí Vomlel
Soft evidential update for probabilistic multiagent systems. Int. J. Approx. Reason. 29 (1) (2002)
Jirí Vomlel
Bayesian Networks in Educational Testing. Probabilistic Graphical Models (2002)
Finn Verner Jensen, Uffe Kjærulff, Brian Kristiansen, Helge Langseth, Claus Skaanning, Jirí Vomlel, Marta Vomlelová
The SACSO methodology for troubleshooting complex systems. Artif. Intell. Eng. Des. Anal. Manuf. 15 (4) (2001)
Jirí Vomlel, Claus Skaanning
Troubleshooting with Simultaneous Models. ECSQARU (2001)