List of Publications

Journal articles under review

[J31] Controllability Spectrum of Infinite Random Systems
V.M. Preciado and M.A. Rahimian. Under review

[J30] Optimal 
Network Adaptation for Structural Controllability
X. Chen, S. Pequito, G.J. Pappas, and V.M. Preciado. Under review

[J29] 
Spectral Identification of Massive Networked Systems
V.M. Preciado and X. Chen. Under review

[J28] Prediction-Correction Interior-Point Methods for Time-Varying Convex Optimization
M. Fazlyab, S. Paternain, V.M. Preciado, and A. Ribeiro. Submitted for publication

V.M. Preciado and M.A. Rahimian. Submitted for publication

[J26] State Feedback Control of Markov Jump Linear Systems with Hidden-Markov Mode Observation
M. Ogura, A. Cetinkaya, T. Hayakawa, and V.M. Preciado. Submitted for publication

[J25] Spreading Processes with General Transmission and Recovery Times
M. Ogura and V.M. Preciado. Submitted for publication

[J24] How Fast Can We Control a Complex Network?
S. Pequito, V.M. Preciado, A.-L. Barabasi, and G.J. Pappas. Submitted for publication

[J23] Accurately Predicting 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. Submitted for publication

[J22] Moment-Based Spectral Analysis of Random Graphs with a Given Expected Degree Sequence
V.M. Preciado and M.A. Rahimian. Submitted for publication

[J21] 
Optimal Network Design for Synchronization of Kuramoto Oscillators [Video by M. Fazlyab]
M. Fazlyab, F. Dorfler, and V.M. Preciado. Submitted for publication


Other manuscripts under review

[B7] Analysis and Control of Epidemic Processes in Adaptive Temporal Networks
M. Ogura and V.M. Preciado. Under review

[C68] A Variational Approach to Dual Methods for Constrained Convex Optimization
M. Fazlyab, A. Koppel, V.M. Preciado, and A. Ribeiro. Submitted for publication

[C67] Blind Subspace System Identification via Riemmanian Optimization
C.O. Becker and V.M. Preciado. Submitted for publication

[C66] Katz Centrality of Markovian Temporal Networks: Analysis and Optimization
M. Ogura and V.M. Preciado. Submitted for publication

[C65] Identification of Networks of Wilson-Cowan Neuronal Oscillators
C.O. Becker, A. Khambhati, D.S. Bassett, and V.M. Preciado. Submitted for publication

[C64] Optimal Influence Control in Networks of Teams
S. Eshghi, V.M. Preciado, S. Sarkar, S.S. Venkatesh, Q. Zhao, R. D'Souza, and A. Swami. Under review


Publication List: 2016

[J20] 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

[J19] 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

[J18] Epidemic Processes over Adaptive State-Dependent Networks
M. Ogura and V.M. Preciado
Physical Review E, vol. 93, 062316, June 2016

[J17] 
Stability of Markov Regenerative Switched Linear Systems
M. Ogura and V.M. Preciado
Automatica, vol. 69, pp. 169-175, July 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] 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, accepted for publication

[J14] 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, accepted for publication

[J13] Distributed Network Design for Laplacian Eigenvalue Placement
V.M. Preciado and M.M. Zavlanos
IEEE Transactions on Control of Network Systemsaccepted for publication

[J12] 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 Systemsaccepted for publication

[B6] 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, in press

[C63] 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

[C62] 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

[C61] Controllability Gramian Spectra of Random Networks
V.M. Preciado and M.A. Rahimian
IEEE American Control Conference, 2016

[C60] An Interior Point Method for Time-Varying Constrained Optimization
M. Fazlyab, S. Paternain, V.M. Preciado, and A. Ribeiro
IEEE American Control Conference, 2016

[C59] Optimal Design of Networks of Positive Linear Systems under Stochastic Uncertainty
M. Ogura and V.M. Preciado
IEEE American Control Conference, 2016

[C58] 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

[C57] 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

M. Fazlyab, C. Nowzari, G.J. Pappas, A. Ribeiro, and V.M. Preciado
IEEE Conference on Decision and Control, 2016

IEEE Conference on Decision and Control, 2016

M. Ogura, M. Wakaiki, and V.M. Preciado
IEEE Conference on Decision and Control, 2016


2015
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, V.M. Preciado
Mathematical Biosciences and Engineering, vol. 3, no. 3, June 2015
IEEE Conference on Decision and Control, 2015
IEEE Conference on Decision and Control, 2015

[C51] Distributed Multi-Agent Leader Selection
S. Pequito, V.M. Preciado, and G. Pappas
IEEE Conference on Decision and Control, 2015

[C50] 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

[C48] 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

[C47] Disease Spread over Randomly Switched Large-Scale Networks
M. Ogura and V.M. Preciado
IEEE American Control Conference, 2015

[C46] Failure Detection and Isolation in Integrator Networks
M.A. Rahimian and V.M. Preciado
IEEE American Control Conference, 2015

[C45] 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

[C44] 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

[C43] Distributed Resource Allocation for Epidemic Control
C. Enyioha, A. Jadbabaie, V.M. Preciado, and George Pappas
European Control Conference, 2015

[C42] L1-Optimal Disturbance Rejection for Disease Spread over Time-Varying Networks
M. Ogura, M. Nagahara, and V.M. Preciado
SWARM Symposium, 2015

[C41] 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


2014

[J7] Optimal Resource Allocation for Network Protection Against Spreading Processes [Slides]
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

[C40] Laplacian Spectral Properties of a Graph from Random Structural Samples
Z. Wu and V.M. Preciado
SIAM Data Mining (SDM), April 2014

[C39] Traffic Control for Network Protection Against Spreading Processes
V.M. Preciado, M. Zargham, and D. Sun
Conference on Information Sciences and Systems, 2014


[C38] Worst-Case Scenarios for Greedy, Centrality-Based Network Protection Strategies
M. Zargham, V.M. Preciado
Conference on Information Sciences and Systems, 2014

[C37] 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

[C36] 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

[C35] Optimal Coinfection Control of Competitive Epidemics in Multilayer Networks
X. Chen and V.M. Preciado
IEEE Conference on Decision and Control, 2014

[C34] Robust Topology Identification and Control of LTI Networks
M. Fazlyab and V.M. Preciado
IEEE GlobalSIP Symposium on Network Theory, 2014


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

[C33] 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.

[C32] Detection and Isolation of Link Failures under the Agreement Protocol
M.A. Rahimian and V.M. Preciado
IEEE Conference of Decision and Control, 2013.

[C31] Traffic Optimization to Control Epidemic Outbreaks in Metapopulation Models
V.M. Preciado and M. Zargham
IEEE GlobalSIP Symposium on Network Theory, 2013

[C30] 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

[C29] 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

[C28] Reconstruction of Directed Networks from Consensus Dynamics [Slides]
S. Shahrampour and V.M. Preciado
IEEE American Control Conference, 2013

[C27] On Mixing Patterns and Network Protection Strategies
C. Enyioha, V. Preciado and G. Pappas
ACM International Conference on High Confidence Networked Systems (HiCoNS), 2013


Pre-2012

[J4] Low-Order Spectral Analysis of the Kirchhoff Matrices for a Probabilistic Graph with a Prescribed Expected Degree Sequence
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

[J1] Suppressing Temporal and Spatio-Temporal Chaos by Multiple Weak Resonant Excitations: Application to Arrays of Oscillators
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

V.M. Preciado, J. Oh, and A. Jadbabaie
IEEE Conference on Decision and Control, pp. 4498-4503, 2011

[C25] 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

M.M. Zavlanos, V.M. Preciado and A. Jadbabaie
IEEE American Control Conference, pp. 3245-3250, 2011

V.M. Preciado and A. Jadbabaie
IEEE Conference on Decision and Control, pp. 2686-2691, 2010

V.M. Preciado, A. Tahbaz-Salehi and A. Jadbabaie
IEEE Conference on Decision and Control, pp. 7493-7498, 2010

V.M. Preciado , A. Tahbaz-Salehi and A. Jadbabaie
IEEE American Control Conference, pp. 6330-6335, 2010

V.M. Preciado, M.M. Zavlanos, A. Jadbabaie, and G.J. Pappas
IEEE American Control Conference, 2010

V.M. Preciado and A. Jadbabaie
IEEE Allerton Conference on Communication, Control and Computing, 2009

V.M. Preciado and A. Jadbabaie
IEEE Conference on Decision and Control, pp. 1690-1695, 2009

V.M. Preciado and A. Jadbabaie
IEEE Allerton Conference on Communication, Control and Computing, pp. 1293-1299, 2009

V.M. Preciado and A. Jadbabaie
IEEE Conference on Decision and Control, pp. 4802-4807, 2009

V.M. Preciado and G.C. Verghese
IEEE Conference on Decision and Control, pp. 4628-4633, 2005

[C15] 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

V.M. Preciado, R. Chacon
IEEE Int. Conf. on Physics and Control, vol. 2, pp. 434-439, 2003

[C12] Implementation of Integral Transforms on the General Purpose CNN Neuroprocessor
V.M. Preciado
IEEE Intelligent Systems Proc., vol. 1, pp. 260-265, 2002

[C11] Automatic Generation of Multipath Algorithms in the Cellular Neural Network
V.M. Preciado, D. Guinea, and R. Montufar
Appl. of Artificial Neural Networks in Image Processing VI, Proc. of SPIE, vol. 4305, pp. 149-159, 2001

[C10] Real-time Inspection of Metal Laminates by means of CNN’s
V.M. Preciado, D. Guinea, R. Montufar, and J. Vicente
Machine Vision Appl. in Industrial Inspection IX, Proc. of SPIE, vol. 4301, pp. 260-270, 2001

[C9] The 2-D Wavelet Transform in the Cellular Neural Networks
R. Montufar, D. Guinea, M.C. Garcia-Alegre, and V.M. Preciado
IASTED Int. Conf. on Signal Processing and Communications, pp. 372-376, 2001

[C8] Image Coding By Cellular Neural Networks
R. Montufar, D. Guinea, M.C. Garcia-Alegre, and V.M. Preciado
Machine Vision Appl. in Industrial Inspection IX, Proc. of SPIE, vol. 4305, pp. 60-67, 2001

[C7] A CNN Computer for High Speed Visual Inspection
R. Montúfar, D. Guinea, M.C. Garcia-Alegre, and V.M. Preciado
Machine Vision Appl. in Industrial Inspection IX, Proc. of SPIE, vol. 4301, pp. 236-243, 2001

[C6] CNN´s design by GA´s
V.M. Preciado, D. Guinea, J. Vicente, R. Valerio, M.C. Garcia-Alegre, A. Ribeiro
European Congress on Computational Methods in Applied Sciences and Engineering Proc., 2001

[C5] Non-linear Self-calibration of a Rotating Camera using Genetic Algorithm
J. Vicente, D. Guinea, V.M. Preciado, A. Ribeiro
European Congress on Computational Methods in Applied Sciences and Engineering Proc., 2001

[C4] Differential Motions for recovering an unstructured 3D environment
J. Vicente, D. Guinea and V. M. Preciado
SPIE’s International Technical Group Newsletter, 2000

[C3] CNN-Based Visual Processing for Industrial Inspection
Domingo Guinea, Victor M. Preciado, M.C. Garcia-Alegre, and A. Ribeiro
SPIE Electronic Imaging Conference, San Jose, CA, 2000

[C2] Genetic programming of a CNN multi-template tree for automatic generation of analogic algorithms
V.M. Preciado, D. Guinea, J. Vicente, M. C. Garcia-Alegre, A. Ribeiro
IEEE Cellular Neural Networks and App. Proc., pp.381-385, 2000

[C1] Differential motions for recovering 3D structure from an unstructured environment
J. Vicente, D. Guinea, and V.M. Preciado
Three-Dimensional Image Capture and App. III, Proc. of SPIE, Vol. 3958, pp. 126-132, 2000