A system to model the emotional expressions based on bodily movements, named ARBEE (Automated Recognition of Bodily Expression of Emotion), has also been developed and evaluated.
In this study, we explore capsule networks with dynamic routing for text classification.
Ranked #5 on Sentiment Analysis on MR
Meteorologists use shapes and movements of clouds in satellite images as indicators of several major types of severe storms.
Model pruning has become a useful technique that improves the computational efficiency of deep learning, making it possible to deploy solutions in resource-limited scenarios.
Strict partial order is a mathematical structure commonly seen in relational data.
This short article presents a new implementation for decision trees.
Data Structures and Algorithms
This distance quantifies the dissimilarity of GMM-HMMs by measuring both the difference between the two marginal GMMs and that between the two transition matrices.
The new clustering method is easy to use and consistently outperforms other methods on a variety of data sets.
We proposed a probabilistic approach to joint modeling of participants' reliability and humans' regularity in crowdsourced affective studies.
In a variety of research areas, the weighted bag of vectors and the histogram are widely used descriptors for complex objects.
Many researches have been devoted to learn a Mahalanobis distance metric, which can effectively improve the performance of kNN classification.