| Topological identification in networks of dynamical systems D Materassi, G Innocenti IEEE Transactions on Automatic Control 55 (8), 1860-1871, 2010 | 201 | 2010 |
| On the problem of reconstructing an unknown topology via locality properties of the wiener filter D Materassi, MV Salapaka IEEE transactions on automatic control 57 (7), 1765-1777, 2012 | 178 | 2012 |
| Identification of network components in presence of unobserved nodes D Materassi, MV Salapaka 2015 54th IEEE Conference on Decision and Control (CDC), 1563-1568, 2015 | 48 | 2015 |
| Unveiling the connectivity structure of financial networks via high-frequency analysis D Materassi, G Innocenti Physica A: Statistical Mechanics and its Applications 388 (18), 3866-3878, 2009 | 45 | 2009 |
| Model identification of a network as compressing sensing D Materassi, G Innocenti, L Giarré, M Salapaka Systems & Control Letters 62 (8), 664-672, 2013 | 43 | 2013 |
| Signal selection for estimation and identification in networks of dynamic systems: a graphical model approach D Materassi, MV Salapaka IEEE Transactions on Automatic Control 65 (10), 4138-4153, 2019 | 40 | 2019 |
| Detection of steps in single molecule data T Aggarwal, D Materassi, R Davison, T Hays, M Salapaka Cellular and molecular bioengineering 5, 14-31, 2012 | 40 | 2012 |
| Network reconstruction of dynamical polytrees with unobserved nodes D Materassi, MV Salapaka 2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 4629-4634, 2012 | 37 | 2012 |
| Exact topology reconstruction of radial dynamical systems with applications to distribution system of the power grid S Talukdar, D Deka, D Materassi, M Salapaka 2017 American Control Conference (ACC), 813-818, 2017 | 30 | 2017 |
| Time scaling of chaotic systems: Application to secure communications D Materassi, M Basso International Journal of Bifurcation and Chaos 18 (02), 567-575, 2008 | 28 | 2008 |
| Conditions for handling confounding variables in dynamic networks A Dankers, PMJ Van den Hof, D Materassi, HHM Weerts IFAC-PapersOnLine 50 (1), 3983-3988, 2017 | 23 | 2017 |
| Relations between structure and estimators in networks of dynamical systems D Materassi, MV Salapaka, L Giarrè 2011 50th IEEE Conference on Decision and Control and European Control …, 2011 | 22 | 2011 |
| Reconstruction of directed acyclic networks of dynamical systems D Materassi, MV Salapaka 2013 American Control Conference, 4687-4692, 2013 | 21 | 2013 |
| A modeling approach to multivariate analysis and clusterization theory G Innocenti, D Materassi Journal of physics A: mathematical and theoretical 41 (20), 205101, 2008 | 21 | 2008 |
| Robust and optimal consumption policies for deadline-constrained deferrable loads M Roozbehani, D Materassi, MI Ohannessian, MA Dahleh IEEE Transactions on Smart Grid 5 (4), 1823-1834, 2014 | 19 | 2014 |
| A generalized Zames-Falb multiplier D Materassi, MV Salapaka IEEE Transactions on Automatic Control 56 (6), 1432-1436, 2011 | 18 | 2011 |
| Reduced complexity models in the identification of dynamical networks: links with sparsification problems D Materassi, G Innocenti, L Giarré Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held …, 2009 | 17 | 2009 |
| Physics informed topology learning in networks of linear dynamical systems S Talukdar, D Deka, H Doddi, D Materassi, M Chertkov, MV Salapaka Automatica 112, 108705, 2020 | 16 | 2020 |
| Blind learning of tree network topologies in the presence of hidden nodes F Sepehr, D Materassi IEEE Transactions on Automatic Control 65 (3), 1014-1028, 2019 | 16 | 2019 |
| Granger-causality meets causal inference in graphical models: Learning networks via non-invasive observations M Dimovska, D Materassi 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 5268-5273, 2017 | 16 | 2017 |
M. SalapakaUniversity of Minnesota, Twin CitiesAdresse e-mail validée de umn.edu
