Confidences for Learning Systems
Supervised learning methods take a possibly large set of training examples and adapt their representation to achieve a good fit to the…

Assistance on demand
The assistance on demand concept offers a highly personalized and context-based approach by delivering assistance only when the driver …

Shape Mining
In shape mining, data from engineering design across different tools and disciplines are integrated and analysed…

Evolvability of Representations
A successful design optimization depends on the underlying representation. Complex system engineering addresses the challenge…

Cooperative Creativity
The generation of alternatives that is required in any decision making process can be regarded as a creative step if the alternative is sufficiently…

Incremental hierarchical architectures
In biology, hierarchical systems are the basis for the mental and behavioral capabilities of humans and higher animals. They facilitate a cognitiv…

Cooperative Driving
Cooperative driving is the joint predictive avoidance of potentially hazardous situations by commutative actions between the vehicle…

Sensor Fusion and Multi-Cue Integration
For a cognitive system, the reliable detection and estimation of static and dynamic scene elements is a key capability. Autonomous vehicles have…

Intention Estimation using Predictive Risk Maps
A key attribute of intelligent mobile systems is the capability to smoothly navigate in highly…

Prediction of a Highway Lane Change
We combine two prediction methods: First, a prediction based on the contextual situation of the vehicle, whose behavior we want to…

Cooperative Intelligence
When Soichiro Honda established the Honda Technical Research Institute and later the Honda Motor Co. Ltd. after the 2nd world war, he…