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 | 56 | 2015 |
Online Open World Recognition R De Rosa, T Mensink, B Caputo http://arxiv.org/pdf/1604.02275v1.pdf, 2016 | 38 | 2016 |
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 | 27 | 2015 |
Online Action Recognition via Nonparametric Incremental Learning. R De Rosa, N Cesa-Bianchi, I Gori, F Cuzzolin BMVC, 2014 | 21 | 2014 |
Action recognition by imprecise hidden Markov models A Antonucci, R De Rosa, A Giusti Proceedings of the International Conference on Image Processing, Computer …, 2011 | 18 | 2011 |
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 | 17 | 2017 |
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 | 17 | 2015 |
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 | 14 | 2017 |
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 | 9 | 2013 |
Compression-based aode classifiers G Corani, A Antonucci, R De Rosa ECAI 2012, 264-269, 2012 | 5 | 2012 |
Confidence Decision Trees via Online and Active Learning for Streaming (BIG) Data R De Rosa http://arxiv.org/pdf/1604.03278v1.pdf, 2016 | 4 | 2016 |
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 | 1 | 2016 |
Time series classification by imprecise hidden markov models A Antonucci, R De Rosa Neural Nets WIRN11, 195-202, 2011 | 1 | 2011 |
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 |