— Many real-world applications have problems when learning from imbalanced data sets, such as medical diagnosis, fraud detection, and text classification. Very few minority clas...
We present a robust algorithm for independent component analysis that uses the sum of marginal quadratic negentropies as a dependence measure. It can handle arbitrary source densit...
As an emerging trend in outsourcing, cooperative sourcing is the merging of similar processes of several firms when, for example, several banks merge their payments processing and...
Daniel Beimborn, Hermann-Josef Lamberti, Tim Weitz...
This paper introduces video quality analysis for automated video capture and editing. Previously, we proposed an automated video capture and editing system for conversation scenes...
Reconfigurable computing offers the promise of performing computations in hardware to increase performance and efficiency while retaining much of the flexibility of a software sol...