20 citations · 27 across the 3 of their papers we have counts for
3 papers
cs.LG2018★ 7 cited
Generalizing, Decoding, and Optimizing Support Vector Machine Classification
Mario Michael Krell
The classification of complex data usually requires the composition of processing steps. Here, a major challenge is the selection of optimal algorithms for preprocessing and classi…
cs.CV2018★ 20 cited
Data Augmentation for Brain-Computer Interfaces: Analysis on Event-Related Potentials Data
Mario Michael Krell, Anett Seeland, Su Kyoung Kim
On image data, data augmentation is becoming less relevant due to the large amount of available training data and regularization techniques. Common approaches are moving windows (c…
cs.MM2017
Field Studies with Multimedia Big Data: Opportunities and Challenges (Extended Version)
Mario Michael Krell, Julia Bernd, Yifan Li +5
Social multimedia users are increasingly sharing all kinds of data about the world. They do this for their own reasons, not to provide data for field studies-but the trend presents…