Rocco De Rosa
Rocco De Rosa
Data Scientist -Researcher - Machine Learning
Adresse e-mail validée de sensora.cloud
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Robust classification of multivariate time series by imprecise hidden Markov models
A Antonucci, R De Rosa, A Giusti, F Cuzzolin
International Journal of Approximate Reasoning 56, 249-263, 2015
402015
Splitting with Confidence in Decision Trees with Application to Stream Mining
R De Rosa, N Cesa-Bianchi
Neural Networks (IJCNN), The 2015 International Joint Conference on, 2015
222015
Online Open World Recognition
R De Rosa, T Mensink, B Caputo
http://arxiv.org/pdf/1604.02275v1.pdf, 2016
202016
Online Action Recognition via Nonparametric Incremental Learning.
R De Rosa, N Cesa-Bianchi, I Gori, F Cuzzolin
BMVC, 2014
162014
Action recognition by imprecise hidden Markov models
A Antonucci, R De Rosa, A Giusti
Proceedings of the International Conference on Image Processing, Computer …, 2011
152011
The ABACOC algorithm: a novel approach for nonparametric classification of data streams
R De Rosa, F Orabona, N Cesa-Bianchi
IEEE International Conference on Data Mining ICDM 2015, 2015
142015
Confidence decision trees via online and active learning for streaming data
R De Rosa, N Cesa-Bianchi
Journal of Artificial Intelligence Research 60, 1031-1055, 2017
122017
Active incremental recognition of human activities in a streaming context
R De Rosa, I Gori, F Cuzzolin, N Cesa-Bianchi
Pattern Recognition Letters 99, 48-56, 2017
112017
Temporal data classification by imprecise dynamical models
A Antonucci, R De Rosa, A Giusti, F Cuzzolin, OB UK
Proceedings of the Eighth International Symposium on Imprecise Probability …, 2013
92013
Compression-based AODE Classifiers.
G Corani, A Antonucci, R De Rosa
ECAI, 264-269, 2012
52012
Confidence Decision Trees via Online and Active Learning for Streaming (BIG) Data
R De Rosa
http://arxiv.org/pdf/1604.03278v1.pdf, 2016
42016
Active Learning for Online Recognition of Human Activities from Streaming Videos
R De Rosa, I Gori, F Cuzzolin, B Caputo, N Cesa-Bianchi
http://arxiv.org/pdf/1604.02855v1.pdf, 2016
12016
Active Incremental Recognition of Human Activities in a Streaming Context
RDRIGFCN Cesa-Bianchi
Pattern Recognition Letters, 2017
2017
Confidence-based and Nonparametric Classification: Applications to Credal Classification, Online and Active Learning.
R De Rosa
Thesis-Università degli Studi di Milano, 2014
2014
Polytopal confidence regions for multinomial parameters
B Apolloni, S Bassis, R De Rosa
2013
UNIVERSITA DEGLI STUDI DI MILANO FACOLTA DI SCIENZE MATEMATICHE, FISICHE E NATURALI
R De Rosa, S Correlatore, DS Bassis
2012
Time Series Classification by Imprecise Hidden Markov Models.
A Antonucci, R De Rosa
WIRN, 195-202, 2011
2011
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