| Publication | Date of Publication | Type |
|---|
| Ensemble learning for the partial label ranking problem | 2023-12-20 | Paper |
| Multi-dimensional Bayesian network classifiers for partial label ranking | 2023-09-04 | Paper |
| OC1-DE: A Differential Evolution Based Approach for Inducing Oblique Decision Trees | 2022-05-18 | Paper |
| Learning compact zero-order TSK fuzzy rule-based systems for high-dimensional problems using an apriori \(+\) local search approach | 2020-07-20 | Paper |
| A probabilistic graphical model-based approach for the Label Ranking Problem | 2020-02-20 | Paper |
| Structural fusion/aggregation of Bayesian networks via greedy equivalence search learning algorithm | 2020-02-20 | Paper |
| Approaching the rank aggregation problem by local search-based metaheuristics | 2019-06-20 | Paper |
| Using extension sets to aggregate partial rankings in a flexible setting | 2019-03-21 | Paper |
| Approaching rank aggregation problems by using evolution strategies: the case of the optimal bucket order problem | 2018-07-25 | Paper |
| Partial evaluation in rank aggregation problems | 2018-07-11 | Paper |
| Tackling the rank aggregation problem with evolutionary algorithms | 2016-01-25 | Paper |
| Domains of competence of the semi-naive Bayesian network classifiers | 2016-01-14 | Paper |
| A scalable pairwise class interaction framework for multidimensional classification | 2015-12-03 | Paper |
| Modelling and inference with conditional Gaussian probabilistic decision graphs | 2013-06-04 | Paper |
| Scaling up the greedy equivalence search algorithm by constraining the search space of equivalence classes | 2013-06-04 | Paper |
| Learning Bayesian networks by hill climbing: efficient methods based on progressive restriction of the neighborhood | 2012-04-11 | Paper |
| Scaling Up the Greedy Equivalence Search Algorithm by Constraining the Search Space of Equivalence Classes | 2011-06-29 | Paper |
| Use of Explanation Trees to Describe the State Space of a Probabilistic-Based Abduction Problem | 2010-05-21 | Paper |
| Learning weighted linguistic fuzzy rules by using specifically-tailored hybrid estimation of distribution algorithms | 2010-04-07 | Paper |
| HODE: Hidden One-Dependence Estimator | 2009-07-02 | Paper |
| A Fast Hill-Climbing Algorithm for Bayesian Networks Structure Learning | 2008-09-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3595873 | 2007-08-28 | Paper |
| SIMPLIFYING EXPLANATIONS IN BAYESIAN BELIEF NETWORKS | 2007-03-27 | Paper |
| Initial approaches to the application of islands-based parallel EDAs in continuous domains | 2006-08-16 | Paper |
| Symbolic and Quantitative Approaches to Reasoning with Uncertainty | 2006-06-23 | Paper |
| Symbolic and Quantitative Approaches to Reasoning with Uncertainty | 2006-06-23 | Paper |
| Euro-Par 2004 Parallel Processing | 2005-08-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4415707 | 2003-08-06 | Paper |
| Triangulation of Bayesian networks by retriangulation | 2003-07-31 | Paper |
| Ant colony optimization for learning Bayesian networks. | 2003-07-30 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4535164 | 2002-09-16 | Paper |
| Searching for the best elimination sequence in Bayesian networks by using ant colony optimization | 2002-06-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4329345 | 2002-04-29 | Paper |
| Partial abductive inference in Bayesian belief networks by simulated annealing | 2001-10-10 | Paper |
| Accelerating chromosome evaluation for partial abductive inference in Bayesian networks by means of explanation set absorption | 2001-10-10 | Paper |
