List of Publications

Journal articles under review

Spectral Analysis of Random Matrices with a Rank One Pattern of Variances
V.M. Preciado and M.A. Rahimian. Under review

On the Complexity of the Minimum Input Selection Problem for Structural Controllability
S. Assadi, S. Khanna, Y. Li, and V.M. Preciado. Under review

Spectral Identification of Large-Scale Networked Systems
V.M. Preciado and X. Chen. Under review

Prediction-Correction Interior-Point Methods for Time-Varying Convex Optimization
M. Fazlyab, S. Paternain, V.M. Preciado, and A. Ribeiro. Under review

M. Ogura, A. Cetinkaya, T. Hayakawa, and V.M. Preciado. Under review

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

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

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

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

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


Conference papers under review

M. Fazlyab, C. Nowzari, G.J. Pappas, A. Ribeiro, and V.M. Preciado. Submitted for publication

Protection of Complex Networks against SIR Spreading Processes
M. Ogura and V.M. Preciado. Submitted for publication

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. Submitted for publication

Efficient Criteria for Stability of Large-Scale Networked Systems
M. Ogura, A. Cetinkaya, T. Hayakawa, and V.M. Preciado. Submitted for publication

Structural Analysis of Spreading Processes from Ego-Nets
V.M. Preciado and M. Ogura. Submitted for publication

Approximation of Network Linear Operators Using Similarity-Shift Filters
C.O. Becker, S. Pequito, G.J. Pappas, and V.M. Preciado. Submitted for publication

Moment-Based Bounds on the Laplacian Algebraic Connectivity
V.M. Preciado and X. Chen. Under review

Structural Analysis of Resilience in Multi-Layer Networks
X. Chen, S. Pequito, and V.M. Preciado. Under review


Publication List: 2016

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

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

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

Stability of Markov Regenerative Switched Linear Systems

M. Ogura and V.M. Preciado
Automatica, vol. 69, pp. 169-175, July 2016

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

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, accepted for publication

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

Distributed Network Design for Laplacian Eigenvalue Placement

V.M. Preciado and M.M. Zavlanos
IEEE Transactions on Control of Network Systemsaccepted for publication

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

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

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

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

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

M. Ogura and V.M. Preciado
IEEE American Control Conference, 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

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 

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

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

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

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

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

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

Failure Detection and Isolation in Integrator Networks

M.A. Rahimian and V.M. Preciado
IEEE American Control Conference, 2015

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

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

C. Enyioha, A. Jadbabaie, V.M. Preciado, and George Pappas
European Control Conference, 2015

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

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

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

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

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


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

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

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

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

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


2013

V.M. Preciado, A. Jadbabaie, and G.C. Verghese
IEEE Transactions on Automatic Control, vol. 58, no. 9, pp. 2338-2343, September 2013

V.M. Preciado and A. Jadbabaie
ACM/IEEE Transactions on Networking, vol. 21, no. 2, pp. 373-382, April 2013

V.M. Preciado, M. Zargham, C. Enyioha, A. Jadbabaie, and G.J. Pappas
IEEE Conference on Decision and Control, 2013.

M.A. Rahimian and V.M. Preciado
IEEE Conference of Decision and Control, 2013.

V.M. Preciado and M. Zargham
IEEE GlobalSIP Symposium on Network Theory, 2013

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

V.M. Preciado, F. Darabi Sahneh, and C.M. Scoglio
IEEE GlobalSIP Symposium on Network Theory, 2013

S. Shahrampour and V.M. Preciado
IEEE American Control Conference, 2013

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

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

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

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

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

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

R. Chacon and V.M. Preciado
Physica Scripta, vol. T118, pp. 126-128, 2005

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

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

V.M. Preciado, M.A. Preciado and M.A. Jaramillo
Lecture Notes in Artificial Intelligence, vol. 3040, pp. 374-383, Springer-Verlag, 2004

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

V.M. Preciado
Lecture Notes in Artificial Intelligence, vol. 2527, pp. 470-480, Springer-Verlag, 2002

V.M. Preciado
Lecture Notes in Computer Science, vol. 2415, pp.462-467, Springer-Verlag, 2002

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

V.M. Preciado
Lecture Notes in Computer Science, vol. 2085, pp. 636-643, Springer-Verlag, 2001

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

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

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

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

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

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

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

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

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

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

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