Carlo Piccardi

Publications

Papers are organized by research area (the sets overlap - many papers are classified in more than one category).
Please send me an e-mail if you want a pdf file of a paper. Or, clicking on [doi] you will be redirected to the relevant page of the journal website.

METHODS (go to APPLICATIONS)

Networks

C. Piccardi, L. Tajoli, and R. Vitali, Patterns of variability in the structure of global value chains: a network analysis, Review of World Economics, 160, 1009-1036, 2024. [doi]
P. Bolzern, A. Colombo, and C. Piccardi, Manipulating opinions in social networks with community structure, IEEE Transactions on Network Science and Engineering, 11(1), 185-196, 2024. [doi]
A. Radici, J. Claudet, A. Ligas, I. Bitetto, G. Lembo, M.T. Spedicato, P. Sartor, C. Piccardi, and P. Melia', Assessing fish-fishery dynamics from a spatially explicit metapopulation perspective reveals winners and losers in fisheries management, Journal of Applied Ecology, 60, 2482-2493, 2023. [doi]
C. Piccardi, Metrics for network comparison using egonet feature distribution, Scientific Reports, 13, 14657, 2023. [doi]
V.P. Hoang, C. Piccardi, L. Tajoli, Reshaping the structure of the World Trade Network: a pivotal role for China?, Applied Network Science, 8, 35, 2023. [doi]
L. Tajoli, F. Airoldi, and C. Piccardi, The network of international trade in services, Applied Network Science, 6, 68, 2021. [doi]
P. Finotelli, C. Piccardi, E. Miglio, and P. Dulio, A graphlet-based topological characterization of the resting-state network in healthy people, Frontiers in Neuroscience, 15, 665544, 2021. [doi]
F. Pierri, C. Piccardi, and S. Ceri, A multi-layer approach to disinformation detection in US and Italian news spreading on Twitter, EPJ Data Science, 9, 35, 2020. [doi]
F. Pierri, C. Piccardi, and S. Ceri, Topology comparison of Twitter diffusion networks effectively reveals misleading information, Scientific Reports, 10, 1372, 2020. [doi]
M. Tantardini, F. Ieva, L. Tajoli, and C. Piccardi, Comparing methods for comparing networks, Scientific Reports, 9, 17557, 2019. [doi]
A. Mechiche-Alami, C. Piccardi, K.A. Nicholas, and J.W. Seaquist, Transnational land acquisitions beyond the food and financial crises, Environmental Research Letters, 14, 084021, 2019. [doi]
F. Riva, E. Colombo, and C. Piccardi, Towards modelling diffusion mechanisms for sustainable off-grid electricity planning, Energy for Sustainable Development, 52, 11-25, 2019. [doi]
F. Dercole, F. Della Rossa, and C. Piccardi, Direct reciprocity and model-predictive rationality explain network reciprocity over social ties, Scientific Reports, 9, 5367, 2019. [doi]
C. Piccardi and L. Tajoli, Complexity, centralization, and fragility in economic networks, PLoS ONE, 13(11), e0208265, 2018. [doi]
C. Piccardi, M. Riccaboni, L. Tajoli, and Zhen Zhu, Random walks on the world input-output network, Journal of Complex Networks, 6, 187-205, 2018. [doi]
M. Bastos, C. Piccardi, M. Levy, N. McRoberts, M. Lubell, Core-periphery or decentralized? Topological shifts of specialized information on Twitter, Social Networks, 52, 282-293, 2018. [doi]
F. Calderoni, D. Brunetto, and C. Piccardi, Communities in criminal networks: A case study, Social Networks, 48, 116-125, 2017. [doi]
G. Berlusconi, F. Calderoni, N. Parolini, M. Verani, and C. Piccardi, Link prediction in criminal networks: A tool for criminal intelligence analysis, PLoS ONE, 11(4): e0154244, 2016. [doi]
I. Cingolani, C. Piccardi, and L. Tajoli, Discovering preferential patterns in sectoral trade networks, PLoS ONE, 10(10), e0140951, 2015. [doi]
C. Piccardi and L. Tajoli, Are preferential agreements significant for the world trade structure? A network community analysis, Kyklos, 68(2), 220-239, 2015. [doi]
C. Piccardi, A. Colombo, and R. Casagrandi, Connectivity interplays with age in shaping contagion over networks with vital dynamics, Physical Review E, 91(2), 022809, 2015. [doi]
P. Landi and C. Piccardi, Community analysis in directed networks: In-, out-, and pseudo-communities, Physical Review E, 89(1), 012814, 2014. [doi] (codes and data available here)
F. Della Rossa, F. Dercole, and C. Piccardi, Profiling core-periphery network structure by random walkers, Scientific Reports, 3, 1467, 2013. [doi] (codes and data available here)
C. Piccardi and L. Tajoli, Existence and significance of communities in the World Trade Web, Physical Review E, 85(6), 066119, 2012. [doi]
C. Piccardi, Finding and testing network communities by lumped Markov chains, PLoS ONE, 6(11), e27028, 2011. [doi] (codes and data available here)
C. Piccardi, L. Calatroni, and F. Bertoni, Clustering financial time series by network community analysis, International Journal of Modern Physics C, 22(1), 35-50, 2011. [doi]
C. Piccardi, L. Calatroni, and F. Bertoni, Communities in Italian corporate networks, Physica A, 389(22), 5247-5258, 2010. [doi]
I. Belykh, C. Piccardi and S. Rinaldi, Synchrony in tritrophic food-chain metacommunities, Journal of Biological Dynamics, 3(5), 497-514, 2009. [doi]
C. Piccardi and R. Casagrandi, Inefficient epidemic spreading in scale-free networks, Physical Review E, 77(2), 026113/1-4, 2008. [doi]

Parameter estimation of nonlinear models

C. Piccardi, Parameter estimation for systems with peak-to-peak dynamics, International Journal of Bifurcation and Chaos, 18(3), 745-753, 2008. [doi]
C. Piccardi, On parameter estimation of chaotic systems via symbolic time series analysis, Chaos, 16(4), 043115/1-10, 2006. [doi]
C. Piccardi and S. Rinaldi, A method for parameter estimation in Lur'e systems, International Journal of Bifurcation and Chaos, 16(5), 1461-1470, 2006. [doi]

Symbolic time-series analysis

C. Piccardi, On parameter estimation of chaotic systems via symbolic time series analysis, Chaos, 16(4), 043115/1-10, 2006. [doi]
C. Piccardi, On the control of chaotic systems via symbolic time series analysis, Chaos, 14(4), 1026-1034, 2004. [doi]

Chaos control

C. Piccardi, On the control of chaotic systems via symbolic time series analysis, Chaos, 14(4), 1026-1034, 2004. [doi]
C. Piccardi and S. Rinaldi, The impact of noise and sampling frequency on the control of peak-to-peak dynamics, International Journal of Bifurcation and Chaos, 13(6), 1579-1586, 2003. [doi]
C. Piccardi and S. Rinaldi, Control of complex peak-to-peak dynamics, International Journal of Bifurcation and Chaos, 12(12), 2927-2936, 2001. [doi]
S. Rinaldi, C. Piccardi and A. Gragnani, Pest outbreaks control: the approach of peak-to-peak dynamics, Natural Resource Modeling, 14(1), 177-195, 2001.
C. Piccardi and S. Rinaldi, Optimal control of chaotic systems via peak-to-peak maps, Physica D, 144(3-4), 298-308, 2000. [doi]
C. Piccardi and S. Lazzaris, Vaccination policies for chaos reduction in childhood epidemics, IEEE Transactions on Biomedical Engineering, 45(5), 591-595, 1998. [doi]
C. Piccardi and L. Ghezzi, Optimal control of a chaotic map: fixed point stabilization and attractor confinement, International Journal of Bifurcation and Chaos, 7(2), 437-446, 1997. [doi]
L. Ghezzi and C. Piccardi, PID control of a chaotic system: an application to an epidemiological model, Automatica, 33(2), 181-191, 1997. [doi]
C. Piccardi, On taming chaos using LTI filters, IEEE Transactions on Circuits and Systems I, 43(5), 431-432, 1996. [doi]

Synchronization

I. Belykh, C. Piccardi and S. Rinaldi, Synchrony in tritrophic food-chain metacommunities, Journal of Biological Dynamics, 3(5), 497-514, 2009. [doi]
G. Torri, S. Rinaldi e C. Piccardi, Imperfect phase synchronization in the locomotor behavior of Halobacterium salinarium, International Journal of Bifurcation and Chaos, 13(10), 3085-3092, 2002. [doi]

Peak-to-peak dynamics

C. Piccardi, Parameter estimation for systems with peak-to-peak dynamics, International Journal of Bifurcation and Chaos, 18(3), 745-753, 2008. [doi]
C. Piccardi and S. Rinaldi, The impact of noise and sampling frequency on the control of peak-to-peak dynamics, International Journal of Bifurcation and Chaos, 13(6), 1579-1586, 2003. [doi]
C. Piccardi and S. Rinaldi, Control of complex peak-to-peak dynamics, International Journal of Bifurcation and Chaos, 12(12), 2927-2936, 2001. [doi]
C. Piccardi and G. Feichtinger, Peak-to-peak dynamics in the dynastic cycle, Chaos, Solitons and Fractals, 13(2), 195-202, 2002. [doi]
C. Piccardi, Controlling chaotic oscillations in delay-differential systems via peak-to-peak maps, IEEE Transactions on Circuits and Systems I, 48(8), 1032-1037, 2001. [doi]
S. Rinaldi, C. Piccardi and A. Gragnani, Pest outbreaks control: the approach of peak-to-peak dynamics, Natural Resource Modeling, 14(1), 177-195, 2001.

Bifurcation analysis

F. Della Rossa, M. Gobbi, G. Mastinu, C. Piccardi, and G. Previati, Bifurcation analysis of a car and driver model, Vehicle System Dynamics, 52, 142-156, 2014. [doi]
F. Della Rossa, G. Mastinu, C. Piccardi, Bifurcation analysis of an automobile model negotiating a curve, Vehicle System Dynamics, 50(10), 1539-1562, 2012. [doi]
C. Piccardi, Harmonic balance analysis of codimension-2 bifurcations in periodic systems, IEEE Transactions on Circuits and Systems I, 43(12), 1015-1018, 1996. [doi]
C. Piccardi, Bifurcation analysis via harmonic balance in periodic systems with feedback structure, International Journal of Control, 62(6), 1507-1515, 1995.
C. Piccardi, Bifurcations of limit cycles in periodically forced nonlinear systems: the harmonic balance approach, IEEE Transactions on Circuits and Systems I, 41(4), 315-320, 1994. [doi]
Y. Kuznetsov and C. Piccardi, Bifurcation and chaos in a periodically forced prototype adaptive control system, Kybernetika, 30(2), 121-128, 1994.

Positive (cooperative) systems

C. Piccardi and S. Rinaldi, Remarks on excitability, stability and sign of equilibria in cooperative systems, Systems and Control Letters, 46(3), 153-163, 2002. [doi]
S. Muratori, C. Piccardi and S. Rinaldi, On the zeros of interconnected positive linear systems, International Journal of Systems Science, 25(12), 2255-2263, 1994.
S. Muratori, C. Piccardi and S. Rinaldi, On the minimum phase of compartmental systems, International Journal of Control, 56(1), 23-34, 1992.

Optimal control

C. Piccardi and S. Rinaldi, Optimal control of chaotic systems via peak-to-peak maps, Physica D, 144(3-4), 298-308, 2000. [doi]
A. Nardini, C. Piccardi and R. Soncini-Sessa, A decomposition approach to suboptimal control of discrete-time systems, Optimal Control Applications and Methods, 15, 1-12, 1994. [doi]
C. Piccardi, Infinite-horizon periodic minimax control problem, Journal of Optimization Theory and Applications, 79(2), 397-404, 1993. [doi]
C. Piccardi, Infinite-horizon minimax control with pointwise cost functional, Journal of Optimization Theory and Applications, 78(2), 317-336, 1993. [doi]
C. Piccardi, Finite-horizon optimal control with pointwise cost functional, Applied Mathematics and Computation, 52(2-3), 345-353, 1992. [doi]
A. Nardini, C. Piccardi and R. Soncini-Sessa, On the integration of risk-aversion and average-performance optimization in reservoir control, Water Resources Research, 28(2), 487-497, 1992.
C. Piccardi and G.P. Bottoni, On the solution of reservoir optimal control problems by means of vector computers, Environmental Software, 6(1), 24-28,1991. [doi]
C. Piccardi and R. Soncini-Sessa, Stochastic dynamic programming for reservoir optimal control: dense discretization and inflow correlation assumption made possible by parallel computing, Water Resources Research, 27(5), 729-741, 1991.
R. Soncini-Sessa, J. Zuleta and C. Piccardi, Remarks on the application of a risk-averse approach to the management of El Carrizal reservoir, Advances in Water Resources, 13(2), 76-84, 1990. [doi]

APPLICATIONS (go to METHODS)

Economics and finance

C. Piccardi, L. Tajoli, and R. Vitali, Patterns of variability in the structure of global value chains: a network analysis, Review of World Economics, 160, 1009-1036, 2024. [doi]
V.P. Hoang, C. Piccardi, L. Tajoli, Reshaping the structure of the World Trade Network: a pivotal role for China?, Applied Network Science, 8, 35, 2023. [doi]
L. Tajoli, F. Airoldi, and C. Piccardi, The network of international trade in services, Applied Network Science, 6, 68, 2021. [doi]
C. Piccardi and L. Tajoli, Complexity, centralization, and fragility in economic networks, PLoS ONE, 13(11), e0208265, 2018. [doi]
C. Piccardi, M. Riccaboni, L. Tajoli, and Zhen Zhu, Random walks on the world input-output network, Journal of Complex Networks, 6, 187-205, 2018. [doi]
I. Cingolani, C. Piccardi, and L. Tajoli, Discovering preferential patterns in sectoral trade networks, PLoS ONE, 10(10), e0140951, 2015. [doi]
C. Piccardi and L. Tajoli, Are preferential agreements significant for the world trade structure? A network community analysis, Kyklos, 68(2), 220-239, 2015. [doi]
C. Piccardi and L. Tajoli, Existence and significance of communities in the World Trade Web, Physical Review E, 85(6), 066119, 2012. [doi]
C. Piccardi, L. Calatroni, and F. Bertoni, Clustering financial time series by network community analysis, International Journal of Modern Physics C, 22(1), 35-50, 2011. [doi]
C. Piccardi, L. Calatroni, and F. Bertoni, Communities in Italian corporate networks, Physica A, 389(22), 5247-5258, 2010. [doi]
L. Ghezzi and C. Piccardi, Stock valuation along a Markov chain, Applied Mathematics and Computation, 141(2-3), 385-393, 2003. [doi]
G. Feichtinger, L. Ghezzi and C. Piccardi, Chaotic behavior in an advertising diffusion model, International Journal of Bifurcation and Chaos, 5(1), 255-263, 1995. [doi]

Social sciences and social media

P. Bolzern, A. Colombo, and C. Piccardi, Manipulating opinions in social networks with community structure, IEEE Transactions on Network Science and Engineering, 11(1), 185-196, 2024. [doi]
F. Pierri, C. Piccardi, and S. Ceri, A multi-layer approach to disinformation detection in US and Italian news spreading on Twitter, EPJ Data Science, 9, 35, 2020. [doi]
F. Pierri, C. Piccardi, and S. Ceri, Topology comparison of Twitter diffusion networks effectively reveals misleading information, Scientific Reports, 10, 1372, 2020. [doi]
F. Dercole, F. Della Rossa, and C. Piccardi, Direct reciprocity and model-predictive rationality explain network reciprocity over social ties, Scientific Reports, 9, 5367, 2019. [doi]
M. Bastos, C. Piccardi, M. Levy, N. McRoberts, M. Lubell, Core-periphery or decentralized? Topological shifts of specialized information on Twitter, Social Networks, 52, 282-293, 2018. [doi]
F. Calderoni, D. Brunetto, and C. Piccardi, Communities in criminal networks: A case study, Social Networks, 48, 116-125, 2017. [doi]
G. Berlusconi, F. Calderoni, N. Parolini, M. Verani, and C. Piccardi, Link prediction in criminal networks: A tool for criminal intelligence analysis, PLoS ONE, 11(4): e0154244, 2016. [doi]
C. Piccardi and G. Feichtinger, Peak-to-peak dynamics in the dynastic cycle, Chaos, Solitons and Fractals, 13(2), 195-202, 2002. [doi]
G. Feichtinger, C. Forst and C. Piccardi, A nonlinear dynamical model for the dynastic cycle, Chaos, Solitons and Fractals, 7(2), 257-271, 1996. [doi]

Ecology

A. Radici, J. Claudet, A. Ligas, I. Bitetto, G. Lembo, M.T. Spedicato, P. Sartor, C. Piccardi, and P. Melia', Assessing fish-fishery dynamics from a spatially explicit metapopulation perspective reveals winners and losers in fisheries management, Journal of Applied Ecology, 60, 2482-2493, 2023. [doi]
I. Belykh, C. Piccardi and S. Rinaldi, Synchrony in tritrophic food-chain metacommunities, Journal of Biological Dynamics, 3(5), 497-514, 2009. [doi]
S. Rinaldi, C. Piccardi and A. Gragnani, Pest outbreaks control: the approach of peak-to-peak dynamics, Natural Resource Modeling, 14(1), 177-195, 2001.

Biology and Neurosciences

P. Finotelli, C. Piccardi, E. Miglio, and P. Dulio, A graphlet-based topological characterization of the resting-state network in healthy people, Frontiers in Neuroscience, 15, 665544, 2021. [doi]
G. Torri, S. Rinaldi e C. Piccardi, Imperfect phase synchronization in the locomotor behavior of Halobacterium salinarium, International Journal of Bifurcation and Chaos, 13(10), 3085-3092, 2002. [doi]

Energy and environment

A. Mechiche-Alami, C. Piccardi, K.A. Nicholas, and J.W. Seaquist, Transnational land acquisitions beyond the food and financial crises, Environmental Research Letters, 14, 084021, 2019. [doi]
F. Riva, E. Colombo, and C. Piccardi, Towards modelling diffusion mechanisms for sustainable off-grid electricity planning, Energy for Sustainable Development, 52, 11-25, 2019. [doi]

Epidemics

C. Piccardi, A. Colombo, and R. Casagrandi, Connectivity interplays with age in shaping contagion over networks with vital dynamics, Physical Review E, 91(2), 022809, 2015. [doi]
C. Piccardi and R. Casagrandi, Inefficient epidemic spreading in scale-free networks, Physical Review E, 77(2), 026113/1-4, 2008. [doi]
C. Piccardi and S. Lazzaris, Vaccination policies for chaos reduction in childhood epidemics, IEEE Transactions on Biomedical Engineering, 45(5), 591-595, 1998. [doi]
L. Ghezzi and C. Piccardi, PID control of a chaotic system: an application to an epidemiological model, Automatica, 33(2), 181-191, 1997. [doi]
Y. Kuznetsov and C. Piccardi, Bifurcation analysis of periodic SEIR and SIR epidemic models, Journal of Mathematical Biology, 32, 109-121, 1994. [doi]

Vehicles

F. Della Rossa, M. Gobbi, G. Mastinu, C. Piccardi, and G. Previati, Bifurcation analysis of a car and driver model, Vehicle System Dynamics, 52, 142-156, 2014. [doi]
F. Della Rossa, G. Mastinu, C. Piccardi, Bifurcation analysis of an automobile model negotiating a curve, Vehicle System Dynamics, 50(10), 1539-1562, 2012. [doi]

Corrosion

G. Contreras, S. Goidanich, S. Maggi, C. Piccardi, M.V. Diamanti, M.P. Pedeferri, and L. Lazzari, Representing localized corrosion processes through cellular automata, Corrosion Reviews, 29(5-6), 241-245, 2011. [doi]

Water resources

A. Nardini, C. Piccardi and R. Soncini-Sessa, A decomposition approach to suboptimal control of discrete-time systems, Optimal Control Applications and Methods, 15, 1-12, 1994. [doi]
A. Nardini, C. Piccardi and R. Soncini-Sessa, On the integration of risk-aversion and average-performance optimization in reservoir control, Water Resources Research, 28(2), 487-497, 1992.
C. Piccardi and G.P. Bottoni, On the solution of reservoir optimal control problems by means of vector computers, Environmental Software, 6(1), 24-28,1991. [doi]
C. Piccardi and R. Soncini-Sessa, Stochastic dynamic programming for reservoir optimal control: dense discretization and inflow correlation assumption made possible by parallel computing, Water Resources Research, 27(5), 729-741, 1991.
R. Soncini-Sessa, J. Zuleta and C. Piccardi, Remarks on the application of a risk-averse approach to the management of El Carrizal reservoir, Advances in Water Resources, 13(2), 76-84, 1990. [doi]
C. Piccardi and R. Soncini-Sessa, An interactive program to simulate the management of a multipurpose water reservoir, Environmental Software, 4(3), 142-149, 1989. [doi]