Rocco De Rosa

According to our database, Rocco De Rosa authored at least 11 papers between 2011 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2017

Active Incremental Recognition of Human Activities in a Streaming Context.

Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Nicolò Cesa-Bianchi

Pattern Recognit. Lett., 2017

Confidence Decision Trees via Online and Active Learning for Streaming Data.

Rocco De Rosa, Nicolò Cesa-Bianchi

J. Artif. Intell. Res., 2017

2016

Online Open World Recognition.

Rocco De Rosa, Thomas Mensink, Barbara Caputo

CoRR, 2016

Active Learning for Online Recognition of Human Activities from Streaming Videos.

Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Barbara Caputo, Nicolò Cesa-Bianchi

CoRR, 2016

Confidence Decision Trees via Online and Active Learning for Streaming (BIG) Data.

Rocco De Rosa

CoRR, 2016

2015

Robust classification of multivariate time series by imprecise hidden Markov models.

Alessandro Antonucci, Rocco De Rosa, Alessandro Giusti, Fabio Cuzzolin

Int. J. Approx. Reason., 2015

Splitting with confidence in decision trees with application to stream mining.

Rocco De Rosa, Nicolò Cesa-Bianchi

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

The ABACOC Algorithm: A Novel Approach for Nonparametric Classification of Data Streams.

Rocco De Rosa, Francesco Orabona, Nicolò Cesa-Bianchi

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014

Online Action Recognition via Nonparametric Incremental Learning.

Rocco De Rosa, Nicolò Cesa-Bianchi, Ilaria Gori, Fabio Cuzzolin

Proceedings of the British Machine Vision Conference, 2014

2012

Compression-based AODE Classifiers.

Giorgio Corani, Alessandro Antonucci, Rocco De Rosa

Proceedings of the ECAI 2012, 2012

2011

Time Series Classification by Imprecise Hidden Markov Models.

Alessandro Antonucci, Rocco De Rosa

Proceedings of the Neural Nets WIRN11, 2011