Rocco De Rosa

Publication Activity (10 Years)

Years Active: 2011-2017
Publications (10 Years): 5

Top Topics

Active Learning

Robust Classification

Top Venues

Int. J. Approx. Reason.

Publications

Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Nicolò Cesa-Bianchi
Active Incremental Recognition of Human Activities in a Streaming Context. Pattern Recognit. Lett. 99 (2017)
Rocco De Rosa, Nicolò Cesa-Bianchi
Confidence Decision Trees via Online and Active Learning for Streaming Data. J. Artif. Intell. Res. 60 (2017)
Rocco De Rosa, Thomas Mensink, Barbara Caputo
Online Open World Recognition. CoRR (2016)
Rocco De Rosa
Confidence Decision Trees via Online and Active Learning for Streaming (BIG) Data. CoRR (2016)
Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Barbara Caputo, Nicolò Cesa-Bianchi
Active Learning for Online Recognition of Human Activities from Streaming Videos. CoRR (2016)
Rocco De Rosa, Francesco Orabona, Nicolò Cesa-Bianchi
The ABACOC Algorithm: A Novel Approach for Nonparametric Classification of Data Streams. ICDM (2015)
Rocco De Rosa, Francesco Orabona, Nicolò Cesa-Bianchi
The ABACOC Algorithm: a Novel Approach for Nonparametric Classification of Data Streams. CoRR (2015)
Alessandro Antonucci, Rocco De Rosa, Alessandro Giusti, Fabio Cuzzolin
Robust classification of multivariate time series by imprecise hidden Markov models. Int. J. Approx. Reason. 56 (2015)
Rocco De Rosa, Nicolò Cesa-Bianchi
Splitting with confidence in decision trees with application to stream mining. IJCNN (2015)
Rocco De Rosa, Nicolò Cesa-Bianchi, Ilaria Gori, Fabio Cuzzolin
Online Action Recognition via Nonparametric Incremental Learning. BMVC (2014)
Giorgio Corani, Alessandro Antonucci, Rocco De Rosa
Compression-based AODE Classifiers. ECAI (2012)
Alessandro Antonucci, Rocco De Rosa
Time Series Classification by Imprecise Hidden Markov Models. WIRN (2011)