Background: Hidden Markov Models (HMMs) provide an excellent means for structure identification and feature extraction on stochastic sequential data. An HMM-with-Duration (HMMwD) ...
While the Internet is hardly “broken”, it has proved unable to integrate new ideas, new architectures, and provide paths for future integration of data, voice, rich media and ...
Thrasyvoulos Spyropoulos, Serge Fdida, Scott Kirkp...
The MELISA system is a distributed platform for multi-platform sports content broadcasting, providing end users with a wide range of real-time interactive services during the spor...
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
A cross-validation error estimator is obtained by repeatedly leaving out some data points, deriving classifiers on the remaining points, computing errors for these classifiers on ...