1. Preface: Special Issue on Advanced Methodologies for Bayesian Networks

   • Maomi Ueno

   Special Feature 21 December 2016 Pages: 1 - 4

2. On Model Selection, Bayesian Networks, and the Fisher Information Integral

   • Yuan Zou
   • Teemu Roos

   Special Feature 19 December 2016 Pages: 5 - 27

   

3. Learning Causal Graphs with Latent Confounders in Weak Faithfulness Violations

   • Takashi Isozaki
   • Manabu Kuroki

   Special Feature 22 December 2016 Pages: 29 - 45

   

4. Duplicate Detection for Bayesian Network Structure Learning

   • Niklas Jahnsson
   • Brandon Malone
   • Petri Myllymäki

   Special Feature 21 December 2016 Pages: 47 - 67

   

5. Joint Analysis of Multiple Algorithms and Performance Measures

   • Cassio P. de Campos
   • Alessio Benavoli

   Special Feature 12 December 2016 Pages: 69 - 86

   

6. Improving Record Linkage Accuracy with Hierarchical Feature Level Information and Parsed Data

   • Yun Zhou
   • Minlue Wang
   • J. Mark Bishop

   Special Feature 10 January 2017 Pages: 87 - 104

   

7. An Efficient Bayesian Network Structure Learning Strategy

   • Joe Suzuki

   Special Feature 12 December 2016 Pages: 105 - 124