Giuseppe De Nicolao

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Almost sure stability of Markov jump linear systems with dwell-time constrained switching dynamics.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Proportional hazard model with ℓ1 Penalization applied to Predictive Maintenance in semiconductor manufacturing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

Multilevel Lasso applied to Virtual Metrology in semiconductor manufacturing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

2010

Bayesian Online Multitask Learning of Gaussian Processes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2010

A new kernel-based approach for linear system identification.

[BibT_eX]

[DOI]

Autom., 2010

Markov Jump Linear Systems with switching transition rates: Mean square stability with dwell-time.

[BibT_eX]

[DOI]

Autom., 2010

Multilevel statistical process control of asynchronous multi-stream processes in semiconductor manufacturing.

[BibT_eX]

[DOI]

Andrea Schirru

Simone Pampuri

Proceedings of the IEEE Conference on Automation Science and Engineering, 2010

Particle filtering of hidden Gamma processes for robust Predictive Maintenance in semiconductor manufacturing.

[BibT_eX]

[DOI]

Andrea Schirru

Simone Pampuri

Proceedings of the IEEE Conference on Automation Science and Engineering, 2010

Regularized estimation of sums of exponentials in spaces generated by stable spline kernels.

[BibT_eX]

[DOI]

Alessandro Chiuso

Proceedings of the American Control Conference, 2010

2009

Estimation of Engine Maps: A Regularized Basis-Function Networks Approach.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2009

An algebraic characterization of the optimum of regularized kernel methods.

[BibT_eX]

[DOI]

Mach. Learn., 2009

Model predictive control of glucose concentration in type I diabetic patients: An in silico trial.

[BibT_eX]

[DOI]

Davide Martino Raimondo

Biomed. Signal Process. Control., 2009

Fast algorithms for nonparametric population modeling of large data sets.

[BibT_eX]

[DOI]

Autom., 2009

Mean square stability of Markov Jump Linear Systems with piecewise constant transition rates under dwell-time specifications.

[BibT_eX]

[DOI]

Proceedings of the 10th European Control Conference, 2009

2008

Nonparametric Identification of Population Models: An MCMC Approach.

[BibT_eX]

[DOI]

Marta Neve

Laura Marchesi

IEEE Trans. Biomed. Eng., 2008

A Minimal Model of Tumor Growth Inhibition.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2008

Almost Sure Stability of Stochastic Linear Systems with Ergodic Parameters.

[BibT_eX]

[DOI]

Eur. J. Control, 2008

Client-server multi-task learning from distributed datasets

[BibT_eX]

[DOI]

CoRR, 2008

Predictor estimation via Gaussian regression.

[BibT_eX]

[DOI]

Alessandro Chiuso

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Subspace identification using predictor estimation via Gaussian regression.

[BibT_eX]

[DOI]

Alessandro Chiuso

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Bayesian online multi-task learning using regularization networks.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2008

A new kernel-based approach for system identification.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2008

2007

Onboard Sensor-Based Collision Risk Assessment to Improve Pedestrians' Safety.

[BibT_eX]

[DOI]

Antonella Ferrara

Luisa Giacomini

IEEE Trans. Veh. Technol., 2007

On the Representer Theorem and Equivalent Degrees of Freedom of SVR.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2007

ACID: Automatic Sort-Map Classification for Interactive Process Diagnosis.

[BibT_eX]

[DOI]

IEEE Des. Test Comput., 2007

Nonparametric identification of population models via Gaussian processes.

[BibT_eX]

[DOI]

Marta Neve

Laura Marchesi

Autom., 2007

Efficient Nonparametric Population Modeling for Large Data Sets.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2007

2006

On almost sure stability of continuous-time Markov jump linear systems.

[BibT_eX]

[DOI]

Autom., 2006

Almost sure stability of stochastic linear systems with ergodic parameters: an average contractivity criterion.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005

Unsupervised spatial pattern classification of electrical-wafer-sorting maps in semiconductor manufacturing.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2005

Process Diagnosis via Electrical-Wafer-Sorting Maps Classification.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Nonparametric identification of population pharmacokinetic models: an MCMC approach.

[BibT_eX]

[DOI]

Marta Neve

Laura Marchesi

Proceedings of the American Control Conference, 2005

2004

On discrete-time H∞ fixed-lag smoothing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2004

Efficient NMPC of unstable periodic systems using approximate infinite horizon closed loop costing.

[BibT_eX]

[DOI]

Moritz Diehl

Annu. Rev. Control., 2004

On almost sure stability of discrete-time Markov jump linear systems.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003

Regularization networks for inverse problems: A state-space approach.

[BibT_eX]

[DOI]

Autom., 2003

2002

WINSTODEC: a stochastic deconvolution interactive program for physiological and pharmacokinetic systems.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2002

H∞ smoothing in discrete-time: a direct approach.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001

Regularization networks: fast weight calculation via Kalman filtering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2001

Output feedback and tracking of nonlinear systems with model predictive control.

[BibT_eX]

[DOI]

Autom., 2001

A stabilizing model-based predictive control algorithm for nonlinear systems.

[BibT_eX]

[DOI]

Autom., 2001

Computing the equivalent number of parameters of fixed-interval smoothers.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Decision and Control, 2001

NARX models: optimal parametric approximation of nonparametric estimators.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2001

2000

Bayesian analysis of blood glucose time series from diabetes home monitoring.

[BibT_eX]

[DOI]

Riccardo Bellazzi

IEEE Trans. Biomed. Eng., 2000

Discussion on: 'Tradeoff between Mean-Square and Worst-Case Performances in Adaptive Filtering' by P. Bolzern, P. Colaneri and G. De Nicolao.

[BibT_eX]

[DOI]

Eur. J. Control, 2000

Tradeoff between Mean-Square and Worst-Case Performances in Adaptive Filtering.

[BibT_eX]

[DOI]

Eur. J. Control, 2000

Fast spline smoothing via spectral factorization concepts.

[BibT_eX]

[DOI]

Giovanni Sparacino

Autom., 2000

A stabilizing receding horizon controller for nonlinear discrete time systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2000

A Kalman filtering algorithm for regularization networks.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2000

1999

On the Wold decomposition of discrete-time cyclostationary processes.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1999

Consistent identification of NARX models via regularization networks.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1999

Discussion on: 'Discrete-Time Riccati Equations in Open-Loop Nash and Stackelberg Games' by G. Freiling, G. Jank and H. Abou-Kandil.

[BibT_eX]

[DOI]

Eur. J. Control, 1999

Hinfinity-robustness of adaptive filters against measurement noise and parameter drift.

[BibT_eX]

[DOI]

Autom., 1999

Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999

1998

Stabilizing receding-horizon control of nonlinear time-varying systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1998

Bayesian Function Learning Using MCMC Methods.

[BibT_eX]

[DOI]

Riccardo Bellazzi

IEEE Trans. Pattern Anal. Mach. Intell., 1998

Zeros of Continuous-time Linear Periodic Systems.

[BibT_eX]

[DOI]

Stefano Pinzoni

Autom., 1998

Robustness of receding horizon control for nonlinear discrete-time systems.

[BibT_eX]

[DOI]

Proceedings of the Robustness in Identification and Control, Workshop Robustness in Identification and Control, Siena, Italy, July 30, 1998

Robustness and performance in adaptive filtering.

[BibT_eX]

[DOI]

Proceedings of the Robustness in Identification and Control, Workshop Robustness in Identification and Control, Siena, Italy, July 30, 1998

Mining biomedical time series by combining structural analysis and temporal abstractions.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1998, 1998

1997

On the stability of receding-horizon LQ control with zero-state terminal constraint.

[BibT_eX]

[DOI]

Silvia Carla Strada

IEEE Trans. Autom. Control., 1997

H∞-differential Riccati equations: convergence properties and finite escape phenomena.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1997

Dynamic Probabilistic Networks for Modelling and Identifying Dynamic Systems: a MCMC Approach.

[BibT_eX]

[DOI]

Riccardo Bellazzi

Intell. Data Anal., 1997

Transient and Asymptotic Analysis of Discrete-Time H∞-Filters.

[BibT_eX]

[DOI]

Eur. J. Control, 1997

Nonparametric input estimation in physiological systems: Problems, methods, and case studies.

[BibT_eX]

[DOI]

Giovanni Sparacino

Claudio Cobelli

Autom., 1997

On the use of reachability Gramians for the stabilization of linear periodic systems.

[BibT_eX]

[DOI]

Silvia Carla Strada

Autom., 1997

Stabilizing Predictive Control of Nonlinear ARX Models.

[BibT_eX]

[DOI]

Autom., 1997

Finite escapes and convergence properties of guaranteed-cost robust filters.

[BibT_eX]

[DOI]

Autom., 1997

1996

On the robustness of receding-horizon control with terminal constraints.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1996

An adaptive predictive regulator with input saturations.

[BibT_eX]

[DOI]

Gilda Sala

Autom., 1996

Robust predictive control of systems with uncertain impulse response.

[BibT_eX]

[DOI]

Autom., 1996

1995

Multirate LQG control of continuous-time stochastic systems.

[BibT_eX]

[DOI]

Autom., 1995

Adaptive controllers for intelligent monitoring.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 1995

1994

On 'Comparison and extensions of control methods for narrow-band disturbance rejection'.

[BibT_eX]

[DOI]

Fabrizio Lorito

Silvia Carla Strada

IEEE Trans. Speech Audio Process., 1994

On the computation of upper covariance bounds for perturbed linear systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1994

Cyclomonotonicity, riccati equations and periodic receding horizon control.

[BibT_eX]

[DOI]

Autom., 1994

The autonomous linear quadratic control problem: Theory and numerical solutions : V. M. Mehrmann.

[BibT_eX]

[DOI]

Sergio Bittanti

Autom., 1994

1993

Linear and nonlinear techniques for the deconvolution of hormone time-series.

[BibT_eX]

[DOI]

Diego Liberati

IEEE Trans. Biomed. Eng., 1993

Spectral factorization of linear periodic systems with application to the optimal prediction of periodic ARMA models.

[BibT_eX]

[DOI]

Sergio Bittanti