Giuseppe De Nicolao

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 36

Top Venues

Publications

Laura Boca de Giuli, Alessio La Bella, Giuseppe De Nicolao, Riccardo Scattolini
Lifelong Learning for Monitoring and Adaptation of Data-Based Dynamical Models: A Statistical Process Control Approach. ECC (2024)
Franco Blanchini, Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao, Giulia Giordano
Optimal control of compartmental models: The exact solution. Autom. 147 (2023)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Multi-opinion Markovian agent networks: Parametrization, second order moment and social power. Autom. 153 (2023)
Franco Blanchini, Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao, Giulia Giordano
Logarithmic Dynamics and Aggregation in Epidemics. CDC (2022)
Marco Capelletti, Davide M. Raimondo, Giuseppe De Nicolao
Regression dilution effects in wind power prediction from wind speed forecasts. CCTA (2022)
Emanuele Fabbiani, Pulkit Nahata, Giuseppe De Nicolao, Giancarlo Ferrari-Trecate
Identification of AC Distribution Networks With Recursive Least Squares and Optimal Design of Experiment. IEEE Trans. Control. Syst. Technol. 30 (4) (2022)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Effect of Social Influence on a Two-Party Election: A Markovian Multiagent Model. IEEE Trans. Control. Netw. Syst. 9 (3) (2022)
Alessandro Incremona, Giuseppe De Nicolao
Short-term forecasting of the Italian load demand during the Easter Week. Neural Comput. Appl. 34 (8) (2022)
Alberto Baccini, Giuseppe De Nicolao
Just an artifact? The concordance between peer review and bibliometrics in economics and statistics in the Italian research assessment exercise. Quant. Sci. Stud. 3 (1) (2022)
Franco Blanchini, Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao, Giulia Giordano
Generalized epidemiological compartmental models: guaranteed bounds via optimal control. CDC (2021)
Giulia Giordano, Marta Colaneri, Alessandro Di Filippo, Franco Blanchini, Paolo Bolzern, Giuseppe De Nicolao, Paolo Sacchi, Raffaele Bruno, Patrizio Colaneri
Vaccination and SARS-CoV-2 variants: how much containment is still needed? A quantitative assessment. CoRR (2021)
Giuseppe De Nicolao, Marta Colaneri, Alessandro Di Filippo, Franco Blanchini, Paolo Bolzern, Patrizio Colaneri, Giulia Giordano, Raffaele Bruno
Preemptive periodic epidemic control reduces life and healthcare system costs without aggravation of social and economic losses. CoRR (2021)
Alessandro Incremona, Giuseppe De Nicolao, Francesco Fusco, Bradley J. Eck, Seshu Tirupathi
Aggregation of nonlinearly enhanced experts with application to electricity load forecasting. Appl. Soft Comput. 112 (2021)
Alessandro Incremona, Giuseppe De Nicolao
Regularization methods for the short-term forecasting of the Italian electric load. CoRR (2021)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Opinion Dynamics in Social Networks: The Effect of Centralized Interaction Tuning on Emerging Behaviors. IEEE Trans. Comput. Soc. Syst. 7 (2) (2020)
Emanuele Fabbiani, Pulkit Nahata, Giuseppe De Nicolao, Giancarlo Ferrari-Trecate
Identification of AC Networks via Online Learning. CoRR (2020)
Alessandro Incremona, Giuseppe De Nicolao
Spectral Characterization of the Multi-Seasonal Component of the Italian Electric Load: A LASSO-FFT Approach. IEEE Control. Syst. Lett. 4 (1) (2020)
Emanuele Fabbiani, Andrea Marziali, Giuseppe De Nicolao
: Pricing and market calibration for options on energy commodities. Softw. Impacts 6 (2020)
Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao
Stable spline identification of linear systems under missing data. Autom. 108 (2019)
Emanuele Fabbiani, Andrea Marziali, Giuseppe De Nicolao
Short-term forecasting of Italian gas demand. CoRR (2019)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Opinion influence and evolution in social networks: A Markovian agents model. Autom. 100 (2019)
Alberto Baccini, Giuseppe De Nicolao, Eugenio Petrovich
Citation gaming induced by bibliometric evaluation: a country-level comparative analysis. CoRR (2019)
Andrea Marziali, Emanuele Fabbiani, Giuseppe De Nicolao
Short-term forecasting of Italian residential gas demand. CoRR (2019)
Federica Acerbi, Giuseppe De Nicolao, Mirco Rampazzo
Thermal Comfort Control in Air-Conditioned Buildings: new data-driven approaches to Neutral Temperature estimation. ECC (2019)
Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao
Stable spline identification of linear systems under missing data. CoRR (2019)
Mirko Messori, Chiara Toffanin, Simone Del Favero, Giuseppe De Nicolao, Claudio Cobelli, Lalo Magni
Model individualization for artificial pancreas. Comput. Methods Programs Biomed. 171 (2019)
S. M. Lavezzi, Maurizio Rocchetti, P. Bettica, S. Petrini, Giuseppe De Nicolao
Assessing drug effect from distributional data: A population approach with application to Duchenne Muscular Dystrophy treatment. Comput. Methods Programs Biomed. 178 (2019)
Federica Acerbi, Giuseppe De Nicolao, Josef Obiltschnig, Patrick Richter, Cristina De Luca
Accuracy and Robustness Against Covariate Shift of Water Chiller Models. CASE (2018)
Federica Acerbi, Giuseppe De Nicolao
Identification of the Gordon- Ng Chiller Model: Linear or Nonlinear Least Squares? ETFA (2018)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Opinion Dynamics in Social Networks with Heterogeneous Markovian Agents. CDC (2018)
Alberto Baccini, Giuseppe De Nicolao
Errors and secret data in the Italian research assessment exercise. A comment to a reply. CoRR (2017)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Opinion influence and evolution in social networks: a Markovian agents model. CoRR (2017)
Alberto Baccini, Giuseppe De Nicolao
Do they agree? Bibliometric evaluation versus informed peer review in the Italian research assessment exercise. Scientometrics 108 (3) (2016)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Design of stabilizing strategies for discrete-time dual switching linear systems. Autom. 69 (2016)
Alberto Baccini, Giuseppe De Nicolao
Reply to the comment of Bertocchi et al. Scientometrics 108 (3) (2016)
Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Lennart Ljung
Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint. Autom. 69 (2016)
Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Lennart Ljung
Regularized linear system identification using atomic, nuclear and kernel-based norms: the role of the stability constraint. CoRR (2015)
Alberto Baccini, Giuseppe De Nicolao
Do they agree? Bibliometric evaluation vs informed peer review in the Italian research assessment exercise. CoRR (2015)
Alice Guerini, Giuseppe De Nicolao
Long-term electric load forecasting: A torus-based approach. ECC (2015)
Gian Antonio Susto, Simone Pampuri, Andrea Schirru, Alessandro Beghi, Giuseppe De Nicolao
Multi-step virtual metrology for semiconductor manufacturing: A multilevel and regularization methods-based approach. Comput. Oper. Res. 53 (2015)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
H∞ co-design for discrete-time dual switching linear systems. ECC (2015)
Alberto Baccini, Antono Banfi, Giuseppe De Nicolao, Paola Galimberti
University ranking methodologies. An interview with Ben Sowter about the Quacquarelli Symonds World University Ranking. Roars Trans. 3 (1) (2015)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Stabilization via switching of positive Markov jump linear systems. CDC (2014)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Stochastic stability of Positive Markov Jump Linear Systems. Autom. 50 (4) (2014)
Gianluigi Pillonetto, Francesco Dinuzzo, Tianshi Chen, Giuseppe De Nicolao, Lennart Ljung
Kernel methods in system identification, machine learning and function estimation: A survey. Autom. 50 (3) (2014)
Costanza D'Avanzo, Anahita Goljahani, Gianluigi Pillonetto, Giuseppe De Nicolao, Giovanni Sparacino
A multi-task learning approach for the extraction of single-trial evoked potentials. Comput. Methods Programs Biomed. 110 (2) (2013)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Almost Sure Stability of Markov Jump Linear Systems With Deterministic Switching. IEEE Trans. Autom. Control. 58 (1) (2013)
Alberto Russu, Giuseppe De Nicolao, Italo Poggesi, Marta Neve, Roberto Gomeni
Bayesian population approaches to the analysis of dose escalation studies. Comput. Methods Programs Biomed. 107 (2) (2012)
Stefania Guerra, Andrea Facchinetti, Giovanni Sparacino, Giuseppe De Nicolao, Claudio Cobelli
Enhancing the Accuracy of Subcutaneous Glucose Sensors: A Real-Time Deconvolution-Based Approach. IEEE Trans. Biomed. Eng. 59 (6) (2012)
P. Soru, Giuseppe De Nicolao, Chiara Toffanin, Chiara Dalla Man, Claudio Cobelli, Lalo Magni
MPC based Artificial Pancreas: Strategies for individualization and meal compensation. Annu. Rev. Control. 36 (1) (2012)
Stephen D. Patek, Lalo Magni, Eyal Dassau, Christopher W. Karvetski, Chiara Toffanin, Giuseppe De Nicolao, Simone Del Favero, Marc D. Breton, Chiara Dalla Man, Elisabeth Renard, Howard C. Zisser, Francis J. Doyle III, Claudio Cobelli, Boris P. Kovatchev
Modular Closed-Loop Control of Diabetes. IEEE Trans. Biomed. Eng. 59 (11-1) (2012)
Simone Pampuri, Andrea Schirru, Gian Antonio Susto, Cristina De Luca, Alessandro Beghi, Giuseppe De Nicolao
Multistep virtual metrology approaches for semiconductor manufacturing processes. CASE (2012)
Gian Antonio Susto, Andrea Schirru, Simone Pampuri, Giuseppe De Nicolao, Alessandro Beghi
An information-theory and Virtual Metrology-based approach to Run-to-Run semiconductor manufacturing control. CASE (2012)
Paolo Magni, Nadia Terranova, Francesca Del Bene, Massimiliano Germani, Giuseppe De Nicolao
A Minimal Model of Tumor Growth Inhibition in Combination Regimens Under the Hypothesis of No Interaction Between Drugs. IEEE Trans. Biomed. Eng. 59 (8) (2012)
Chiara Zecchin, Andrea Facchinetti, Giovanni Sparacino, Giuseppe De Nicolao, Claudio Cobelli
Neural Network Incorporating Meal Information Improves Accuracy of Short-Time Prediction of Glucose Concentration. IEEE Trans. Biomed. Eng. 59 (6) (2012)
Francesco Dinuzzo, Gianluigi Pillonetto, Giuseppe De Nicolao
Client-Server Multitask Learning From Distributed Datasets. IEEE Trans. Neural Networks 22 (2) (2011)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Almost sure stability of Markov jump linear systems with dwell-time constrained switching dynamics. CDC/ECC (2011)
Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao
Prediction error identification of linear systems: A nonparametric Gaussian regression approach. Autom. 47 (2) (2011)
Alberto Russu, Italo Poggesi, Roberto Gomeni, Giuseppe De Nicolao
Bayesian Population Modeling of Phase I Dose Escalation Studies: Gaussian Process Versus Parametric Approaches. IEEE Trans. Biomed. Eng. 58 (11) (2011)
Simone Pampuri, Andrea Schirru, Cristina De Luca, Giuseppe De Nicolao
Proportional hazard model with ℓ1 Penalization applied to Predictive Maintenance in semiconductor manufacturing. CASE (2011)
Andrea Schirru, Simone Pampuri, Cristina De Luca, Giuseppe De Nicolao
Nonparametric Virtual Sensors for Semiconductor Manufacturing - Using Information Theoretic Learning and Kernel Machines. ICINCO (2) (2011)
Chiara Zecchin, Andrea Facchinetti, Giovanni Sparacino, Giuseppe De Nicolao, Claudio Cobelli
A new neural network approach for short-term glucose prediction using continuous glucose monitoring time-series and meal information. EMBC (2011)
Simone Pampuri, Andrea Schirru, Giuseppe Fazio, Giuseppe De Nicolao
Multilevel Lasso applied to Virtual Metrology in semiconductor manufacturing. CASE (2011)
Gianluigi Pillonetto, Giuseppe De Nicolao
Kernel selection in linear system identification Part I: A Gaussian process perspective. CDC/ECC (2011)
Andrea Schirru, Simone Pampuri, Giuseppe De Nicolao
Particle filtering of hidden Gamma processes for robust Predictive Maintenance in semiconductor manufacturing. CASE (2010)
Gianluigi Pillonetto, Giuseppe De Nicolao
A new kernel-based approach for linear system identification. Autom. 46 (1) (2010)
Andrea Schirru, Simone Pampuri, Giuseppe De Nicolao
Multilevel statistical process control of asynchronous multi-stream processes in semiconductor manufacturing. CASE (2010)
Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao
Regularized estimation of sums of exponentials in spaces generated by stable spline kernels. ACC (2010)
Gianluigi Pillonetto, Francesco Dinuzzo, Giuseppe De Nicolao
Bayesian Online Multitask Learning of Gaussian Processes. IEEE Trans. Pattern Anal. Mach. Intell. 32 (2) (2010)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Markov Jump Linear Systems with switching transition rates: Mean square stability with dwell-time. Autom. 46 (6) (2010)
Francesco Dinuzzo, Giuseppe De Nicolao
An algebraic characterization of the optimum of regularized kernel methods. Mach. Learn. 74 (3) (2009)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Mean square stability of Markov Jump Linear Systems with piecewise constant transition rates under dwell-time specifications. ECC (2009)
Gianluigi Pillonetto, Giuseppe De Nicolao, Marco Chierici, Claudio Cobelli
Fast algorithms for nonparametric population modeling of large data sets. Autom. 45 (1) (2009)
Lalo Magni, Davide Martino Raimondo, Chiara Dalla Man, Giuseppe De Nicolao, Boris P. Kovatchev, Claudio Cobelli
Model predictive control of glucose concentration in type I diabetic patients: An in silico trial. Biomed. Signal Process. Control. 4 (4) (2009)
Marta Neve, Giuseppe De Nicolao, Giovanni Prodi, Carlo Siviero
Estimation of Engine Maps: A Regularized Basis-Function Networks Approach. IEEE Trans. Control. Syst. Technol. 17 (3) (2009)
Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao
Predictor estimation via Gaussian regression. CDC (2008)
Giuseppe De Nicolao, Gianluigi Pillonetto
A new kernel-based approach for system identification. ACC (2008)
Alessandro Chiuso, Gianluigi Pillonetto, Giuseppe De Nicolao
Subspace identification using predictor estimation via Gaussian regression. CDC (2008)
Gianluigi Pillonetto, Francesco Dinuzzo, Giuseppe De Nicolao
Bayesian online multi-task learning using regularization networks. ACC (2008)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Almost Sure Stability of Stochastic Linear Systems with Ergodic Parameters. Eur. J. Control 14 (2) (2008)
Francesco Dinuzzo, Gianluigi Pillonetto, Giuseppe De Nicolao
Client-server multi-task learning from distributed datasets CoRR (2008)
Marta Neve, Giuseppe De Nicolao, Laura Marchesi
Nonparametric Identification of Population Models: An MCMC Approach. IEEE Trans. Biomed. Eng. 55 (1) (2008)
Paolo Magni, Massimiliano Germani, Giuseppe De Nicolao, Giulia Bianchini, Monica Simeoni, Italo Poggesi, Maurizio Rocchetti
A Minimal Model of Tumor Growth Inhibition. IEEE Trans. Biomed. Eng. 55 (12) (2008)
Francesco Dinuzzo, Marta Neve, Giuseppe De Nicolao, Ugo Pietro Gianazza
On the Representer Theorem and Equivalent Degrees of Freedom of SVR. J. Mach. Learn. Res. 8 (2007)
Giuseppe De Nicolao, Gianluigi Pillonetto, Marco Chierici, Claudio Cobelli
Efficient Nonparametric Population Modeling for Large Data Sets. ACC (2007)
Federico Di Palma, Giuseppe De Nicolao, Guido Miraglia, Oliver M. Donzelli
ACID: Automatic Sort-Map Classification for Interactive Process Diagnosis. IEEE Des. Test Comput. 24 (4) (2007)
Giuseppe De Nicolao, Antonella Ferrara, Luisa Giacomini
Onboard Sensor-Based Collision Risk Assessment to Improve Pedestrians' Safety. IEEE Trans. Veh. Technol. 56 (5) (2007)
Marta Neve, Giuseppe De Nicolao, Laura Marchesi
Nonparametric identification of population models via Gaussian processes. Autom. 43 (7) (2007)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
Almost sure stability of stochastic linear systems with ergodic parameters: an average contractivity criterion. CDC (2006)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
On almost sure stability of continuous-time Markov jump linear systems. Autom. 42 (6) (2006)
Federico Di Palma, Giuseppe De Nicolao, Guido Miraglia, Oliver M. Donzelli
Process Diagnosis via Electrical-Wafer-Sorting Maps Classification. ICDM (2005)
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 Recognit. Lett. 26 (12) (2005)
Marta Neve, Giuseppe De Nicolao, Laura Marchesi
Nonparametric identification of population pharmacokinetic models: an MCMC approach. ACC (2005)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
On almost sure stability of discrete-time Markov jump linear systems. CDC (2004)
Moritz Diehl, Lalo Magni, Giuseppe De Nicolao
Efficient NMPC of unstable periodic systems using approximate infinite horizon closed loop costing. Annu. Rev. Control. 28 (1) (2004)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
fixed-lag smoothing. IEEE Trans. Signal Process. 52 (1) (2004)
Giuseppe De Nicolao, Giancarlo Ferrari-Trecate
Regularization networks for inverse problems: A state-space approach. Autom. 39 (4) (2003)
Giovanni Sparacino, Gianluigi Pillonetto, Massimo Capello, Giuseppe De Nicolao, Claudio Cobelli
WINSTODEC: a stochastic deconvolution interactive program for physiological and pharmacokinetic systems. Comput. Methods Programs Biomed. 67 (1) (2002)
Paolo Bolzern, Patrizio Colaneri, Giuseppe De Nicolao
smoothing in discrete-time: a direct approach. CDC (2002)
Giuseppe De Nicolao, Giancarlo Ferrari-Trecate
Regularization networks: fast weight calculation via Kalman filtering. IEEE Trans. Neural Networks 12 (2) (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giuseppe De Nicolao