| 1 | -- | 4 | Maomi Ueno. Preface: Special Issue on Advanced Methodologies for Bayesian Networks |
| 5 | -- | 27 | Yuan Zou, Teemu Roos. On Model Selection, Bayesian Networks, and the Fisher Information Integral |
| 29 | -- | 45 | Takashi Isozaki, Manabu Kuroki. Learning Causal Graphs with Latent Confounders in Weak Faithfulness Violations |
| 47 | -- | 67 | Niklas Jahnsson, Brandon Malone, Petri Myllymäki. Duplicate Detection for Bayesian Network Structure Learning |
| 69 | -- | 86 | Cassio Polpo de Campos, Alessio Benavoli. Joint Analysis of Multiple Algorithms and Performance Measures |
| 87 | -- | 104 | Yun Zhou, Minlue Wang, Valeriia Haberland, John Howroyd, Sebastian Danicic, J. Mark Bishop. Improving Record Linkage Accuracy with Hierarchical Feature Level Information and Parsed Data |
| 105 | -- | 124 | Joe Suzuki. An Efficient Bayesian Network Structure Learning Strategy |