Manfred Jaeger

A Three-Way Model for Collective Learning on Multi-Relational Data

Overview on Bayesian networks applications for dependability, risk analysis and maintenance areas

Towards dynamic risk analysis: A review of the risk assessment approach and its limitations in the chemical process industry

Markov logic networks

Diagnosis for uncertain, dynamic and hybrid domains using Bayesian networks and arithmetic circuits

A few useful things to know about machine learning

A Dynamic-Bayesian-Network-Based Fault Diagnosis Methodology Considering Transient and Intermittent Faults

A Survey on Transfer Learning

Knowledge Graph Embedding: A Survey of Approaches and Applications

Hydrogen storage and delivery: Review of the state of the art technologies and risk and reliability analysis

Collective Classification in Network Data

Reasoning About Infinite Random Structures with Relational Bayesian Networks

On the complexity of inference about probabilistic relational models

Compiling relational Bayesian networks for exact inference

Learning probabilistic decision graphs