Fast training of support vector machines using sequential minimal optimization
Advances in kernel methods
Pairwise classification and support vector machines
Advances in kernel methods
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
An introduction to variable and feature selection
The Journal of Machine Learning Research
Machine Learning
Towards Automatic Body Language Annotation
FGR '06 Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
Proceedings of the 2007 workshop on Tagging, mining and retrieval of human related activity information
Honest Signals: How They Shape Our World
Honest Signals: How They Shape Our World
ICMI '08 Proceedings of the 10th international conference on Multimodal interfaces
Multimodal recognition of personality traits in social interactions
ICMI '08 Proceedings of the 10th international conference on Multimodal interfaces
You are fired! Nonverbal role analysis in competitive meetings
ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
A comparison of methods for multiclass support vector machines
IEEE Transactions on Neural Networks
Automatic detection of dominance and expected interest
EURASIP Journal on Advances in Signal Processing
Linking speaking and looking behavior patterns with group composition, perception, and performance
Proceedings of the 14th ACM international conference on Multimodal interaction
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This paper targets the automatic detection of individual performances in group tasks by means of short sequences, "thin slices", of nonverbal behavior. We designed our task as a classification one. We also investigated the relevance of social context in our task and the effectiveness of our feature selection.