ABACOC
A C++ library for incremental, nonparametric classification.
Author: Ilaria Gori, Rocco De Rosa email: ilary.gori@gmail.com, rocco.derosa@unimi.it
References
For Multivariate Time Series Classification: Rocco De Rosa, Nicolò Cesa-Bianchi, Ilaria Gori and Fabio Cuzzolin (2014), "Online Action Recognition via Nonparametric Incremental Learning". BMVC 2014.
For Standard Classification: Rocco De Rosa, Francesco Orabona and Nicolò Cesa-Bianchi (2015), "The ABACOC Algorithm: a Novel Approach for Nonparametric Classification of Data Streams". Proc.The 2015 IEEE 15th International Conference on Data Mining (ICDM'15).
Tutorial
A tutorial can be found here