Predicting freeway traffic states is, so far, based on predicting speeds or traffic volumes with various methodological approaches ranging from statistical modeling to deep learning. Traffic on freeways, however, follows specific patterns in space-time, such as stop-and-go waves or mega jams....

Predicting freeway traffic states is, so far, based on predicting speeds or traffic volumes with various methodological approaches ranging from statistical modeling to deep learning. Traffic on freeways, however, follows specific patterns in space-time, such as stop-and-go waves or mega jams....

Einleitung -- Theoretische Grundlagen der Eignungsdiagnostik und der Künstlichen Intelligenz -- Anwendung von KI-Tools und spezifische Einsatzbereiche -- Herausforderungen, Zukunftsperspektiven und Anpassung der KI Methoden -- Empirische Untersuchung -- Ergebnisdarstellung -- Fazit und Ausblick.

The Problem: Marginalized populations experience health-harming legal needs—barriers to good health that require legal advocacy to overcome. Medical–legal partnerships (MLPs) embed lawyers into the healthcare team to resolve these issues, but identifying patients with health-harming legal...