Erik Blasch

Multimodal Data Fusion Using Canonical Variates Analysis Confusion Matrix Fusion

2021

Data fusion from a variety of sources requires alignment, association, and analysis. One method to determine the relationship between two variables measuring the same information is a correlation analysis. The canonical variates analysis (CVA) supports …

Trust Evaluation of Ontological Decision Support Systems for Avionics Analytics

2021

Artificial Intelligence (AI), including Machine Learning (ML), has gained prominence to perform data analytics in different application domains such as medicine, government, and avionics. The main challenge for AI/ML-based systems adoption in avionics requires trust …