 | 2009 |
| 15 |  | Gianluigi Pillonetto,
Giuseppe De Nicolao,
Marco Chierici,
Claudio Cobelli:
Fast algorithms for nonparametric population modeling of large data sets.
Automatica 45(1): 173-179 (2009) |
| 14 |  | Francesco Dinuzzo,
Giuseppe De Nicolao:
An algebraic characterization of the optimum of regularized kernel methods.
Machine Learning 74(3): 315-345 (2009) |
| 2008 |
| 13 |  | Alessandro Chiuso,
Gianluigi Pillonetto,
Giuseppe De Nicolao:
Subspace identification using predictor estimation via Gaussian regression.
CDC 2008: 3299-3304 |
| 12 |  | Gianluigi Pillonetto,
Alessandro Chiuso,
Giuseppe De Nicolao:
Predictor estimation via Gaussian regression.
CDC 2008: 744-749 |
| 11 |  | Francesco Dinuzzo,
Gianluigi Pillonetto,
Giuseppe De Nicolao:
Client-server multi-task learning from distributed datasets
CoRR abs/0812.4235: (2008) |
| 2007 |
| 10 |  | M. Neve,
Giuseppe De Nicolao,
L. Marchesi:
Nonparametric identification of population models via Gaussian processes.
Automatica 43(7): 1134-1144 (2007) |
| 9 |  | Federico Di Palma,
Giuseppe De Nicolao,
Guido Miraglia,
Oliver M. Donzelli:
ACID: Automatic Sort-Map Classification for Interactive Process Diagnosis.
IEEE Design & Test of Computers 24(4): 352-361 (2007) |
| 2006 |
| 8 |  | Paolo Bolzern,
Patrizio Colaneri,
Giuseppe De Nicolao:
On almost sure stability of continuous-time Markov jump linear systems.
Automatica 42(6): 983-988 (2006) |
| 2005 |
| 7 |  | Federico Di Palma,
Giuseppe De Nicolao,
Guido Miraglia,
Oliver M. Donzelli:
Process Diagnosis via Electrical-Wafer-Sorting Maps Classification.
ICDM 2005: 601-604 |
| 6 |  | Federico Di Palma,
Giuseppe De Nicolao,
Guido Miraglia,
Egidio Pasquinetti,
Francesco Piccinini:
Unsupervised spatial pattern classification of electrical-wafer-sorting maps in semiconductor manufacturing.
Pattern Recognition Letters 26(12): 1857-1865 (2005) |
| 2002 |
| 5 |  | Giovanni Sparacino,
Gianluigi Pillonetto,
Massimo Capello,
Giuseppe De Nicolao,
Claudio Cobelli:
WINSTODEC: a stochastic deconvolution interactive program for physiological and pharmacokinetic systems.
Computer Methods and Programs in Biomedicine 67(1): 67-77 (2002) |
| 1999 |
| 4 |  | Riccardo Bellazzi,
Cristiana Larizza,
Paolo Magni,
Stefania Montani,
Giuseppe De Nicolao:
Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions.
AIMDM 1999: 261-270 |
| 1998 |
| 3 |  | Paolo Magni,
Riccardo Bellazzi,
Giuseppe De Nicolao:
Bayesian Function Learning Using MCMC Methods.
IEEE Trans. Pattern Anal. Mach. Intell. 20(12): 1319-1331 (1998) |
| 1997 |
| 2 |  | Riccardo Bellazzi,
Paolo Magni,
Giuseppe De Nicolao:
Dynamic Probabilistic Networks for Modelling and Identifying Dynamic Systems: a MCMC Approach.
Intell. Data Anal. 1(1-4): 245-262 (1997) |
| 1995 |
| 1 |  | Riccardo Bellazzi,
C. Siviero,
Mario Stefanelli,
Giuseppe De Nicolao:
Adaptive controllers for intelligent monitoring.
Artificial Intelligence in Medicine 7(6): 515-540 (1995) |