List of Publications
Complete list, in reverse chronological: [J]=Journal; [B]=Book; [C]=Conference; [R]=Under Review
Submitted publications
[R2] System Level Synthesis-based Robust Model Predictive Control through Convex Inner Approximation
S. Chen, N. Matni, M. Morari, and V.M. Preciado. Submitted for publication
[R1] Learning Lyapunov Functions for Piecewise Affine Systems with Neural Network Controllers
S. Chen, M. Fazlyab, M. Morari, G.J. Pappas, and V.M. Preciado. Submitted for publication
Publication List: 2023
[J53] Robust Model Predictive Control with Polytopic Model Uncertainty through System Level Synthesis
S. Chen, V.M. Preciado, M. Morari, and N. Matni
Automatica, accepted for publication
[C93] Transferable Hyper-graph Neural Networks via Spectral Similarity
M. Hayhoe, H. Riess, V.M. Preciado, and A. Ribeiro
Proceeding of Machine Learning Research, 2023
[C92] Asynchronous Temporal Interactions Promote Inequalities in Complex Networks
M. Ogura and V.M. Preciado
International Symposium in Nonlinear Theory and its Applications (NOLTA), 2023
[C91] One-Shot Reachability Analysis of Neural Network Dynamical Systems
S. Chen, V.M. Preciado and M. Fazlyab
IEEE Conference on Robotics and Automation (ICRA), 2023
Publication List: 2022
[J52] Differentiable Safe Controller Design through Control Barrier Functions
S. Yang, S. Chen, V.M. Preciado and R. Mangharam
IEEE Control Systems Letters, vol. 7, pp. 1207-1212, 2023.
[J51] Robust Stability Analysis of Linear Parameter-Varying Systems with Markov Jumps
A.N. Vargas, C.M. Agulhari, R. Oliveira, and V.M. Preciado
IEEE Transactions on Automatic Control, vol. 67, no. 11, pp. 6234-6239, November 2022
[J50] Learning Operators with Coupled Attention
G. Kissas, J. Seidman, L. Ferreira, V.M. Preciado, G. Pappas, and P. Perdikaris
Journal of Machine Learning Research, vol. 23, pp. 1-63, July 2022
[J49] A Dynamical Approach to Efficient Eigenvalue Estimation in General Multiagent Networks
M. Hayhoe, J. Barreras, and V.M. Preciado
Automatica, vol. 140, article 110234, June 2022
[J48] Stabilization of Complementary Systems via Contact-Aware Controllers
A. Aydinoglu, P. Sieg, V.M. Preciado, and M. Posa
IEEE Transactions on Robotics, vol. 38, no. 3, pp. 1735-1754, June 2022.
★ 2022 IEEE Robotics and Automation Society Best Paper Award finalist
[J47] Adaptive Test Allocation for Outbreak Detection and Tracking in Contact Networks
P. Batlle, C. Fernandez-Granda, J. Bruna, and V.M. Preciado
SIAM Journal on Control and Optimization, vol. 60, no. 2, pp. S274-S293, April 2022
[C90] Learning Operators with Coupled Attention
G. Kissas, J. Seidman, L. Ferreira, V.M. Preciado, G. Pappas, and P. Perdikaris
Conference on Neural Information Processing Systems (NeuroIPS), 2022
[C89] Contact-Aware Controller Design for Complementarity Systems
A. Aydinoglu, V.M. Preciado, and M. Posa
IEEE Conference on Robotics and Automation (ICRA), 2022
[C88] Robust Model Predictive Control of Time-Delay Systems through System Level Synthesis
S. Chen, N.Y Li, V.M. Preciado, and N. Matni
IEEE Conference on Decision and Control (CDC), 2022
Publication List: 2021
[J46] On the Structural Target Controllability of Undirected Networks
J. Li, X. Chen, S. Pequito, G.J. Pappas, and V.M. Preciado
IEEE Transactions on Automatic Control, vol. 66, no. 10, pp. 4836-4843, October 2021
[J45] Negative Perception of the COVID-19 Pandemic is Dropping: Evidence from Twitter Posts
A. Maier, A.N. Vargas, M. Ballim, J.M. Banda, V.M. Preciado
Frontiers in Psychology, September 2021
[J44] Measure-Theoretic Bounds on the Spectral Radius of Graphs
J.F.J. Barreras, M. Hayhoe, H. Hassani, and V.M. Preciado.
Linear Algebra and Applications, vol. 625, pp. 126-145, September 2021
[J43] Challenges and Future Directions in Pandemic Control
T. Alamo, D.G. Reina, P. Millan, V.M. Preciado, and G. Giordano.
IEEE Control Systems Letters, vol. 6, pp. 722-727, June 2021
[J42] Data-Driven Methods for Present and Future Pandemics: Monitoring, Modeling and Managing
T. Alamo, D.G. Reina, P.M. Gata, V.M. Preciado, and G. Giordano
Annual Reviews in Control, vol. 52, pp. 448-464, 2021
M. Hayhoe, F. Barreras, and V.M. Preciado
Annual Reviews in Control, vol. 52, pp. 495-507, 2021
[C87] Learning Region of Attraction for Nonlinear Systems
S. Chen, M. Fazlyab, M. Morari, G.J. Pappas, and V.M. Preciado
IEEE Conference on Decision and Control, 2021
[C86] Learning Lyapunov Functions for Hybrid Systems
S. Chen, M. Fazlyab, M. Morari, G.J. Pappas, and V.M. Preciado
ACM International Conference on Hybrid Systems: Computation and Control, 2021
Publication List: 2020
[J40] SDP-Based Moment Closure for Epidemic Processes on Graphs
X. Chen, M. Ogura, and V.M. Preciado
IEEE Transactions on Network Science and Engineering, vol. 7, no. 4, pp. 2850-2865, December 2020
[J39] Network Design for Controllability Metrics
C. Becker, S. Pequito, G.J. Pappas, and V.M. Preciado.
IEEE Transactions on Control of Network Systems, vol. 7, no. 3, pp. 1404-1415, September 2020
[J38] Spread, then Target, and Advertise in Waves: Optimal Capital Allocation Across Advertising Channels
S. Eshghi, V.M. Preciado, S. Sarkar, S.S. Venkatesh, Q. Zhao, R. D'Souza, and A. Swami
IEEE Transactions on Network Science and Engineering, vol. 7, no. 2, pp. 750-763, April-June 2020
[J37] Bounds on the Spectral Radius of Digraphs from Motif Counts
X. Chen, M. Ogura, and V.M. Preciado.
SIAM Journal on Matrix Analysis and Applications, vol. 41, no. 2, pp. 525-553, April 2020
[J36] Analysis of Epidemics in Networks via the Non-Backtracking Matrix
N. Masuda, V.M. Preciado, and M. Ogura.
The IMA Journal of Applied Mathematics, Oxford University Press, vol. 85, no. 2, pp. 214-230, April 2020
[J35] On Modeling Blockchain-Enabled Economic Networks as Stochastic Dynamical Systems
Z. Zhang, M. Zargham, and V.M. Preciado
Applied Network Science, vol. 5, March 2020
[J34] Stability of SIS Epidemic Processes in Networks with Non-Markovian Transmission and Recovery
M. Ogura and V.M. Preciado
IEEE Transactions on Control of Network Systems, vol. 7, no. 1, pp. 349-359, March 2020
[J33] A Control-Theoretic Approach to Analysis and Tuning of Douglas-Rachford Splitting
J. Seidman, M. Fazlyab, V.M. Preciado, and G.J. Pappas.
IEEE Control Systems Letters, vol. 4, no. 1, pp. 199-204, January 2020
[B7] Bio-Inspired Framework for Allocation of Protection Resources in Cyber-Physical Networks
V.M. Preciado, et al.
In Principles of Cyber-Physical Systems, Cambridge University Press, 2020
[C85] Robust Model Predictive Control via System Level Synthesis
H. Wang, S. Chen, V.M. Preciado, and N. Matni
IEEE Conference on Decision and Control, 2020
[C84] Sparse Estimation of Laplacian Eigenvalues in Multi-agent Networks
M. Hayhoe, F. Barreras, and V.M. Preciado
IFAC World Congress, 2020
[C83] Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees
J.H. Seidman, M. Fazlyab, V.M. Preciado, and G.J. Pappas
Proceedings of Machine Learning Research, 2020
[C82] Contact-Aware Controller Design for Complementary Systems
A. Aydinoglu, V.M. Preciado, and M. Posa
International Conference on Robotics and Actuation (ICRA), 2020
Publication List: 2019
[J32] Optimal Containment of Epidemics over Temporal Activity-Dependent Networks
M. Ogura, V.M. Preciado, and N. Masuda
SIAM Journal on Applied Mathematics, vol. 79, no. 3, pp. 986-1006, June 2019
[J31] Minimal Edge Addition for Network Controllability
X. Chen, S. Pequito, G.J. Pappas, and V.M. Preciado
IEEE Transactions on Control of Network Systems, vol. 6, no. 1, pp. 312-323, January 2019
[C81] A Control-Theoretic Approach to Analysis of Parameter Selection of Douglas-Rachford Splitting
J. Seidman, M. Fazlyab, V.M. Preciado, and G.J. Pappas
IEEE Conference on Decision and Control, 2019
[C80] Data-Driven Stabilization of Nonlinear Systems via Tree-Based Ensemble Learning
A. Aydinoglu, C. Becker, and V.M. Preciado
IEEE Conference on Decision and Control, 2019
[C79] Safety Verification of Nonlinear Autonomous Systems via Occupation Measures
X. Chen, S. Chen, and V.M. Preciado
IEEE Conference on Decision and Control, 2019
[C78] Robust Convergence Analysis of Three-Operator Splitting
H. Wang, M. Fazlyab, S. Chen, and V.M. Preciado
IEEE Allerton Conference on Communication, Control and Computing, 2019
[C77] A Prediction-Correction Primal-Dual Algorithm for Distributed Optimization
S. Paternain, M. Fazlyab, V.M. Preciado, and A. Ribeiro
IEEE American Control Conference, 2019
[C76] Variational Inference for Linear Systems with Latent Parameter Space
C. Becker and V.M. Preciado
IEEE American Control Conference, 2019
[C75] Resilient Structural Stabilizability of Undirected Networks
J. Li, X. Chen, S. Pequito, G.J. Pappas, and V.M. Preciado
IEEE American Control Conference, 2019
Publication List: 2018
[J30] Analysis of Optimization Algorithms via Integral Quadratic Constraints: Non-Strongly Convex Problems
M. Fazlyab, A. Ribeiro, M. Morari, and V.M. Preciado
SIAM Journal on Optimization, vol. 28, no. 3, pp. 2654-2689, September 2018
[J29] Large-Scale Dynamic Modeling of Task-fMRI Signals via Subspace System Identification
C.O. Becker, D.S. Bassett, and V.M. Preciado
Journal of Neural Engineering, vol. 15, no. 6, September 2018
[J28] Prediction-Correction Interior-Point Methods for Time-Varying Convex Optimization
M. Fazlyab, S. Paternain, V.M. Preciado, and A. Ribeiro
IEEE Transactions on Automatic Control, vol. 63, no. 7, pp. 1973-1986, July 2018
[J27] Second-Order Moment-Closure for Tighter Epidemic Thresholds
M. Ogura and V.M. Preciado
Systems and Control Letters, vol. 113, pp. 59-64, March 2018
[J26] State Feedback Control of Markov Jump Linear Systems with Hidden-Markov Mode Observation
M. Ogura, A. Cetinkaya, T. Hayakawa, and V.M. Preciado
Automatica, vol. 89, pp. 65-72, March 2018
[J25] Optimal Resource Allocation for Competitive Spreading Processes on Bilayer Networks
N. Watkins, C. Nowzari, V.M. Preciado, and G.J. Pappas
IEEE Transactions on Control of Network Systems, vol. 5, no. 1, pp. 298-307, March 2018
[J24] Spectral Mapping of Brain Functional Connectivity from Diffusion Imaging
C.O. Becker, S. Pequito, G.J. Pappas, M.B. Miller, S.T. Grafton, D.S. Bassett, and V.M. Preciado
Scientific Reports, Nature Publishing, vol. 8, art. 1411, January 2018
★ Best Poster Award at the 2018 IEEE Drexel Annual Research Symposium, Philadelphia PA
[C74] A State-Space Modeling Framework for Engineering Blockchain-Enabled Economic Systems
M. Zargham, Z. Zhang, and V.M. Preciado
International Conference on Complex Systems, 2018
[C73] Digital Behavioral Twins for Safe Connected Cars
X. Chen, E. Kang, S. Shiraishi, V.M. Preciado, and Z. Jiang
ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2018
[C72] Design of First-Order Optimization Algorithms via Sum-of-Squares Programming
M. Fazlyab, M. Morari, and V.M. Preciado
IEEE Conference on Decision and Control, 2018
[C71] Structural Target Controllability of Undirected Networks
J. Li, X. Chen, S. Pequito, G.J. Pappas, and V.M. Preciado
IEEE Conference on Decision and Control, 2018
[C70] Chebyshev-Accelerated Primal-Dual Method for Distributed Optimization
J. Seidman, M. Fazlyab, G.J. Pappas, and V.M. Preciado
IEEE Conference on Decision and Control, 2018
[C69] Identification of State-Space Linear Time-Varying Systems with Sum-of-Norms Regularization
C. Becker and V.M. Preciado
IEEE American Control Conference, 2018
[C68] Distributed Smooth and Strongly Convex Optimization with Inexact Dual Methods
M. Fazlyab, S. Paternain, A. Ribeiro, and V.M. Preciado
IEEE American Control Conference, 2018
Publication List: 2017
[J23] Moment-Based Spectral Analysis of Random Graphs with a Given Expected Degree Sequence
V.M. Preciado and M.A. Rahimian
IEEE Transactions on Network Science and Engineering, vol. 4, no. 4, pp. 215-228, December 2017
★ Outstanding Poster Award at the 2017 Stochastic Networks Conference in San Diego, CA
[J22] Optimal Network Design for Synchronization of Oscillators
M. Fazlyab, F. Dorfler, and V.M. Preciado
Automatica, vol. 84, pp. 181-189, October 2017
[J21] Distributed Network Design for Laplacian Eigenvalue Placement
V.M. Preciado and M.M. Zavlanos
IEEE Transactions on Control of Network Systems, vol. 4, no. 3, pp. 598-609, September 2017
[J20] Optimal Resource Allocation for Control of Networked Epidemic Models
C. Nowzari, V.M. Preciado, and G.J. Pappas
IEEE Transactions on Control of Network Systems, vol. 4, no. 2, pp. 159-169, June 2017
[J19] Optimal Design of Switched Networks of Positive Linear Systems via Geometric Programming
M. Ogura and V.M. Preciado
IEEE Transactions on Control of Network Systems, vol. 4, no. 2, pp. 213-222, June 2017
[J18] Delayed Bet-Hedging Resilience Strategies under Environmental Fluctuations
M. Ogura, M. Wakaiki, H. Rubin, and V.M. Preciado
Physical Review E, vol. 95, art. 52404, May 2017
[J17] Trade-offs between Driving Nodes and Time-to-Control in Complex Networks
S. Pequito, V.M. Preciado, A.-L. Barabasi, and G.J. Pappas
Scientific Reports, Nature Publishing, vol. 7, art. 39978, January 2017
[B6] Optimal Containment of Epidemics in Temporal and Adaptive Networks
M. Ogura and V.M. Preciado
In Temporal Networks Epidemiology, Springer-Verlag, September 2017
[C67] Spread, then Target, and Advertise in Waves: Optimal Capital Allocation Across Advertising Channels
S. Eshghi, V.M. Preciado, S. Sarkar, S.S. Venkatesh, Q. Zhao, R. D'Souza, and A. Swami.
Information Theory and Applications (ITA), 2017
[C66] Hierarchical Data-Driven Vehicle Dispatch and Ride-sharing
X. Chen, F. Miao, G.J. Pappas, and V.M. Preciado
IEEE Conference on Decision and Control, 2017
[C65] Network Design for Controllability Metrics
C. Becker, S. Pequito, G.J. Pappas, and V.M. Preciado
IEEE Conference on Decision and Control, 2017
[C64] Semidefinite Bounds for Moment Dynamics: Application to Epidemics on Networks
X. Chen, M. Ogura, K.R. Ghusinga, A. Singh, and V.M. Preciado
IEEE Conference on Decision and Control, 2017
[C63] A Dynamical Systems Approach to Distributed Eigenvector Computation
S. Leonardos, V.M. Preciado, and K. Daniilidis
IEEE Conference on Decision and Control, 2017
[C62] A Dynamical Systems Perspective to Convergence Rate Analysis of Proximal Algorithms
M. Fazlyab, A. Ribeiro, M. Morari, and V.M. Preciado
IEEE Allerton Conference on Communication, Control and Computing, 2017
[C61] A Variational Approach to Dual Methods for Constrained Convex Optimization
M. Fazlyab, A. Koppel, V.M. Preciado, and A. Ribeiro
IEEE American Control Conference, 2017
[C60] Blind Subspace System Identification via Riemannian Optimization
C.O. Becker and V.M. Preciado
IEEE American Control Conference, 2017
[C59] Katz Centrality of Markovian Temporal Networks: Analysis and Optimization
M. Ogura and V.M. Preciado
IEEE American Control Conference, 2017
Publication List: 2016
[J16] Efficient Method for Computing Lower Bounds on the p-Radius of Switched Linear Systems
M. Ogura, V.M. Preciado, and R. Jungers
Systems and Control Letters, vol. 94, pp. 159-164, August 2016
[J15] Stability of Markov Regenerative Switched Linear Systems
M. Ogura and V.M. Preciado
Automatica, vol. 69, pp. 169-175, July 2016
[J14] Epidemic Processes over Adaptive State-Dependent Networks
M. Ogura and V.M. Preciado
Physical Review E, vol. 93, art. 062316, June 2016
[J13] Analysis and Control of Epidemics: A Survey of Spreading Processes on Complex Networks
C. Nowzari, V.M. Preciado, and G.J. Pappas
IEEE Control Systems Magazine, vol. 36, no. 1, pp. 26-46, February 2016
★ 2018 IEEE Control Systems Magazine Best Paper Award; granted every two years.
[J12] Stability of Spreading Processes over Time-Varying Large-Scale Networks
M. Ogura and V.M. Preciado
IEEE Transactions on Network Science and Engineering, vol. 3, no. 1, pp. 44-57, January 2016
★ 2019 IEEE Transactions on Network Science and Engineering Best Paper Award runner-up.
[C58] Identification of Networks of Wilson-Cowan Neuronal Oscillators by Inverse Sigmoidal Transformations
C.O. Becker, A. Khambhati, D.S. Bassett, and V.M. Preciado
IEEE Signal Processing in Medicine and Biology Symposium, 2016
[C57] Approximation of Network Linear Operators Using Similarity-Shift Filters
C.O. Becker, S. Pequito, G.J. Pappas, and V.M. Preciado
IEEE GlobalSIP Symposium on Signal and Information Processing over Networks, 2016
[C56] L2-Gain Analysis of Regenerative Switched Linear Systems with Sampled-Data State-Feedback Control
M. Ogura, M. Wakaiki, J. Hespanha, and V.M. Preciado
IEEE American Control Conference, 2016
[C55] Controllability Gramian Spectra of Random Networks
V.M. Preciado and M.A. Rahimian
IEEE American Control Conference, 2016
[C54] An Interior Point Method for Time-Varying Constrained Optimization
M. Fazlyab, S. Paternain, V.M. Preciado, and A. Ribeiro
IEEE American Control Conference, 2016
[C53] Optimal Design of Networks of Positive Linear Systems under Stochastic Uncertainty
M. Ogura and V.M. Preciado
IEEE American Control Conference, 2016
[C52] Efficient Criteria for Stability of Large-Scale Networked Control Systems
M. Ogura, A. Cetinkaya, T. Hayakawa, and V.M. Preciado
IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2016
[C51] Structural Analysis of Spreading Processes from Ego-Nets
V.M. Preciado and M. Ogura
IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2016
[C50] Self-Triggered Time-Varying Convex Optimization
M. Fazlyab, C. Nowzari, G.J. Pappas, A. Ribeiro, and V.M. Preciado
IEEE Conference on Decision and Control, 2016
[C49] Efficient Containment of Exact SIR Markovian Processes on Networks
M. Ogura and V.M. Preciado
IEEE Conference on Decision and Control, 2016
M. Ogura, M. Wakaiki, and V.M. Preciado
IEEE Conference on Decision and Control, 2016
Publication List: 2015
[J11] Data-Driven Network Resource Allocation for Controlling Spreading Processes
S. Han, V.M. Preciado, C. Nowzari, and G.J. Pappas
IEEE Transactions on Network Science and Engineering, vol. 2, no. 4, pp. 127-138, December 2015
[J10] Topology Identification of Directed Dynamical Networks via Power Spectral Analysis
S. Shahrampour and V.M. Preciado
IEEE Transactions on Automatic Control, vol. 60, no. 8, pp. 2260-2265, August 2015
[J9] Detection and Isolation of Failures in Directed Networks of LTI Systems
M.A. Rahimian and V.M. Preciado
IEEE Transactions on Control of Network Systems, vol. 2, no. 2, pp. 183-192, June 2015
[J8] Optimal Information Dissemination Strategy to Promote Preventive Behaviors in MultiLayer Networks
H. Shakeri, F. Sahneh, C. Scoglio, P. Poggi-Corradini, and V.M. Preciado
Mathematical Biosciences and Engineering, vol. 3, no. 3, June 2015
[C47] Cost-Optimal Switching Protection Strategy in Adaptive Networks
M. Ogura and V.M. Preciado
IEEE Conference on Decision and Control, 2015
[C46] Spreading Processes over Socio-Technical Networks with Phase-Type Transmissions
M. Ogura and V.M. Preciado
IEEE Conference on Decision and Control, 2015
[C45] Distributed Leader Selection
S. Pequito, V.M. Preciado, and G. Pappas
IEEE Conference on Decision and Control, 2015
[C44] A General Class of Spreading Processes with Non-Markovian Dynamics
C. Nowzari, M. Ogura, V.M. Preciado, and G.J. Pappas
IEEE Conference on Decision and Control, 2015
[C43] On the Complexity of the Minimum Input Selection Problem for Structural Controllability
S. Assadi, S. Khanna, Y. Li, and V.M. Preciado
IFAC Workshop on Estimation and Control of Networked Systems, 2015
[C42] Disease Spread over Randomly Switched Large-Scale Networks
M. Ogura and V.M. Preciado
IEEE American Control Conference, 2015
[C41] Failure Detection and Isolation in Integrator Networks
M.A. Rahimian and V.M. Preciado
IEEE American Control Conference, 2015
[C40] Optimal Resource Allocation for Competing Epidemics over Arbitrary Networks
N. Watkins, C. Nowzari, V.M. Preciado, and G.J. Pappas
IEEE American Control Conference, 2015
[C39] State-Feedback Stabilization of Markov Jump Linear Systems with Randomly Observed Markov States
M. Ogura, A. Cetinkaya, and V.M. Preciado
IEEE American Control Conference, 2015
[C38] Distributed Resource Allocation for Epidemic Control
C. Enyioha, A. Jadbabaie, V.M. Preciado, and George Pappas
European Control Conference, 2015
[C37] L1-Optimal Disturbance Rejection for Disease Spread over Time-Varying Networks
M. Ogura, M. Nagahara, and V.M. Preciado
SWARM Symposium, 2015
[C36] Optimal Resource Allocation for Containing Epidemics on Time-Varying Networks
C. Nowzari, M. Ogura, V.M. Preciado and G.J. Pappas
IEEE Asilomar Conference, 2015
Publication List: 2014
[J7] Optimal Resource Allocation for Network Protection Against Spreading Processes
V.M. Preciado, M. Zargham, C. Enyioha, A. Jadbabaie, and G. Pappas
IEEE Transaction on Control of Network Systems, vol.1, no.1, pp. 99-108, March 2014
[C35] Laplacian Spectral Properties of a Graph from Random Structural Samples
Z. Wu and V.M. Preciado
SIAM Data Mining (SDM), April 2014
[C34] Traffic Control for Network Protection Against Spreading Processes
V.M. Preciado, M. Zargham, and D. Sun
Conference on Information Sciences and Systems, 2014
[C33] Worst-Case Scenarios for Greedy, Centrality-Based Network Protection Strategies
M. Zargham, V.M. Preciado
Conference on Information Sciences and Systems, 2014
[C32] Stability Analysis of Generalized Epidemic Models over Directed Networks
C. Nowzari, V.M. Preciado, and G.J. Pappas
IEEE Conference on Decision and Control, 2014
[C31] Joint Estimation and Localization in Sensor Networks
N. Atanasov, R. Tron, V.M. Preciado, K. Daniilidis, and G.J. Pappas
IEEE Conference on Decision and Control, 2014
[C30] Optimal Coinfection Control of Competitive Epidemics in Multilayer Networks
X. Chen and V.M. Preciado
IEEE Conference on Decision and Control, 2014
[C29] Robust Topology Identification and Control of LTI Networks
M. Fazlyab and V.M. Preciado
IEEE GlobalSIP Symposium on Network Theory, 2014
Publication List: 2013
[J6] Structural Analysis of Laplacian Spectral Properties of Large-Scale Networks
V.M. Preciado, A. Jadbabaie, and G.C. Verghese
IEEE Transactions on Automatic Control, vol. 58, no. 9, pp. 2338-2343, September 2013
[J5] Moment-Based Spectral Analysis of Large-Scale Networks Using Local Structural Information
V.M. Preciado and A. Jadbabaie
ACM/IEEE Transactions on Networking, vol. 21, no. 2, pp. 373-382, April 2013
[C28] Optimal Vaccine Allocation to Control Epidemic Outbreaks in Arbitrary Networks [Slides]
V.M. Preciado, M. Zargham, C. Enyioha, A. Jadbabaie, and G.J. Pappas
IEEE Conference on Decision and Control, 2013.
[C27] Detection and Isolation of Link Failures under the Agreement Protocol
M.A. Rahimian and V.M. Preciado
IEEE Conference of Decision and Control, 2013.
[C26] Traffic Optimization to Control Epidemic Outbreaks in Metapopulation Models
V.M. Preciado and M. Zargham
IEEE GlobalSIP Symposium on Network Theory, 2013
[C25] Topological Analysis of the Steady-State Mean-Square Deviation in Noisy Consensus
V.M. Preciado and A. Tozzo
IEEE GlobalSIP Symposium on Network Theory, 2013
[C24] A Convex Framework for Optimal Investment on Disease Awareness in Social Networks
V.M. Preciado, F. Darabi Sahneh, and C.M. Scoglio
IEEE GlobalSIP Symposium on Network Theory, 2013
[C23] Reconstruction of Directed Networks from Consensus Dynamics [Slides]
S. Shahrampour and V.M. Preciado
IEEE American Control Conference, 2013
[C22] On Mixing Patterns and Network Protection Strategies
C. Enyioha, V. Preciado and G. Pappas
ACM International Conference on High Confidence Networked Systems (HiCoNS), 2013
Publication List: Pre-2012
V.M. Preciado and G.C. Verghese
IEEE Transactions on Circuits and Systems I, vol. 56, no. 6, pp. 1231-1240, 2009
[J3] Hump-Doubling-Induced Bifurcations and Chaos in a Damped Driven Pendulum
R. Chacon and V.M. Preciado
Physica Scripta, vol. T118, pp. 126-128, 2005
[J2] Controlling Chaotic Oscillators by Altering their Energy
V. Tereshko, R. Chacon and V.M. Preciado
Physics Letters A, vol. 320, no. 5-6, pp. 408-416, 2004
R. Chacon, V.M. Preciado and V. Tereshko
Europhysics Letters, vol. 63, no. 5, pp. 667-673, 2004
[B5] Nonlinear Mappings with Cellular Neural Networks
J.A. Fernandez, V.M. Preciado and M.A. Jaramillo
Lecture Notes in Artificial Intelligence, vol. 4177, pp. 350-359. Springer-Verlag, 2006
[B4] GP for Automatic Generation of Image Processing Algorithms on the CNN Neuroprocessing Architecture
V.M. Preciado, M.A. Preciado and M.A. Jaramillo
Lecture Notes in Artificial Intelligence, vol. 3040, pp. 374-383, Springer-Verlag, 2004
[B3] Improving Cellular Nonlinear Network Computational Capabilities
V.M. Preciado
Lecture Notes in Artificial Intelligence, vol. 2527, pp. 470-480, Springer-Verlag, 2002
[B2] Piecewise-Linear Approximation of any Smooth Output Function on the Cellular Neural Network
V.M. Preciado
Lecture Notes in Computer Science, vol. 2415, pp.462-467, Springer-Verlag, 2002
[B1] Real-time Wavelet Transform for Image Processing on the Cellular Neural Network Universal Machine
V.M. Preciado
Lecture Notes in Computer Science, vol. 2085, pp. 636-643, Springer-Verlag, 2001
[C21] Analysis of Equilibria and Strategic Interaction in Complex Networks
V.M. Preciado, J. Oh, and A. Jadbabaie
IEEE Conference on Decision and Control, pp. 4498-4503, 2011
[C20] The Role of Local Topological Information in Viral Information Spreading
V.M. Preciado and A. Jadbabaie
IEEE Asilomar Conference on Signals, Systems and Computers, pp. 834-836, 2011
[C19] Spectral Control of Mobile Robot Networks
M.M. Zavlanos, V.M. Preciado and A. Jadbabaie
IEEE American Control Conference, pp. 3245-3250, 2011
[C18] From Local Measurements to Network Spectral Properties: Beyond Degree Distributions
V.M. Preciado and A. Jadbabaie
IEEE Conference on Decision and Control, pp. 2686-2691, 2010
[C17] On Asymptotic Consensus Value in Directed Random Networks [Slides]
V.M. Preciado, A. Tahbaz-Salehi and A. Jadbabaie
IEEE Conference on Decision and Control, pp. 7493-7498, 2010
[C16] Variance Analysis of Randomized Consensus in Switching Directed Networks [Slides]
V.M. Preciado , A. Tahbaz-Salehi and A. Jadbabaie
IEEE American Control Conference, pp. 6330-6335, 2010
[C15] Distributed Control of the Laplacian Spectral Moments of a Network
V.M. Preciado, M.M. Zavlanos, A. Jadbabaie, and G.J. Pappas
IEEE American Control Conference, 2010
[C14] Asymptotic Analysis of Quadratic Error of Consensus in Large-Scale Random Directed Networks [Slides]
V.M. Preciado and A. Jadbabaie
IEEE Allerton Conference on Communication, Control and Computing, 2009
[C13] Moment-Based Analysis of Synchronization in Small-World Networks of Nonlinear Oscillators
V.M. Preciado and A. Jadbabaie
IEEE Conference on Decision and Control, pp. 1690-1695, 2009
[C12] Spectral Analysis of Dynamically Evolving Networks with Linear Preferential Attachment
V.M. Preciado and A. Jadbabaie
IEEE Allerton Conference on Communication, Control and Computing, pp. 1293-1299, 2009
[C11] Spectral Analysis of Virus Spreading in Random Geometric Networks
V.M. Preciado and A. Jadbabaie
IEEE Conference on Decision and Control, pp. 4802-4807, 2009
[C10] Synchronization in Generalized Erdös-Rényi Networks of Nonlinear Oscillators
V.M. Preciado and G.C. Verghese
IEEE Conference on Decision and Control, pp. 4628-4633, 2005
[C9] Suppression of Homoclinic Chaos using Multiharmonic Inputs: Melnikov Analysis and Root-Locus Design
V.M. Preciado and G.V. Verghese
IFAC Nonlinear Control Systems, vol. 2, pp. 843-848, 2004
V.M. Preciado, R. Chacon, and V. Tereshko
IEEE Int. Conf. on Physics and Control, vol. 2, pp. 390-395, 2003
[C7] A Novel Polynomial Method for Taming Chaos in a Wide Class of Nonlinear Oscillators
V.M. Preciado, R. Chacon
IEEE Int. Conf. on Physics and Control, vol. 2, pp. 434-439, 2003
[C6] Implementation of Integral Transforms on the General Purpose CNN Neuroprocessor
V.M. Preciado
IEEE Intelligent Systems Proceedings, 2002
[C5] Automatic Generation of Multipath Algorithms in the Cellular Neural Network
V.M. Preciado, D. Guinea and R. Montúfar
SPIE Applications of Artificial Neural Networks in Image Processing, 2002
[C4] The 2-D Wavelet Transform in the Cellular Neural Network
R. Montúfar, D. Guinea, M.C. Garcia-Alegre, V.M. Preciado
IASTED International Conference on Signal Processing and Communications, 2002
[C3] Image Coding by Cellular Neural Networks
R. Montúfar, D. Guinea, M.C. Garcia-Alegre, V.M. Preciado
SPIE Machine Vision and Applications in Industrial Inspection, 2002
[C2] Real-time Inspection of Metal Laminates by means of CNN’s
V.M. Preciado, D. Guinea, R. Montúfar, J. Vicente
SPIE Machine Vision Applications in Industrial Inspection, 2002
[C1] A CNN Computer for High-Speed Visual Inspection
R. Montúfar, D. Guinea, M.C. Garcia-Alegre, V.M. Preciado
SPIE Machine Vision and Applications in Industrial Inspection, 2002