Constantino M. Lagoa

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 29

Top Topics

Predictive Control

Chance Constrained

Norm Minimization

Top Venues

Publications

Omar M. Sleem, Mahmoud E. Ashour, Necdet Serhat Aybat, Constantino M. Lagoa
Lp quasi-norm minimization: algorithm and applications. EURASIP J. Adv. Signal Process. 2024 (1) (2024)
Peixuan Zhang, Uday V. Shanbhag, Constantino M. Lagoa, Ibrahim E. Bardakci
Global Resolution of Chance-Constrained Optimization Problems: Minkowski Functionals and Monotone Inclusions. CDC (2023)
I. E. Bardakci, Afrooz Jalilzadeh, Constantino M. Lagoa, Uday V. Shanbhag
Probability maximization via Minkowski functionals: convex representations and tractable resolution. Math. Program. 199 (1) (2023)
Omar M. Sleem, Constantino M. Lagoa
Parsimonious System Identification from Fragmented Quantized Measurements. CoRR (2023)
Sahar Hojjatinia, Elyse R. Daly, Timothy Hnat, Syed Monowar Hossain, Santosh Kumar, Constantino M. Lagoa, Inbal Nahum-Shani, Shahin Alan Samiei, Bonnie Spring, David E. Conroy
Dynamic models of stress-smoking responses based on high-frequency sensor data. npj Digit. Medicine 4 (2021)
Chiara Ravazzi, Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene
Ergodic Opinion Dynamics Over Networks: Learning Influences From Partial Observations. IEEE Trans. Autom. Control. 66 (6) (2021)
Ibrahim E. Bardakci, Sahar Hojjatinia, Sarah Hojjatinia, Constantino M. Lagoa, David E. Conroy
Model Predictive Control approach to adaptive messaging intervention for physical activity. CoRR (2021)
Omar M. Sleem, Constantino M. Lagoa
Parsimonious System Identification from Quantized Observations. CDC (2021)
Kaveri Mahapatra, Mahmoud E. Ashour, Nilanjan Ray Chaudhuri, Constantino M. Lagoa
Malicious Corruption Resilience in PMU Data and Wide-Area Damping Control. IEEE Trans. Smart Grid 11 (2) (2020)
Jingyao Wang, Mahmoud E. Ashour, Constantino M. Lagoa, Necdet Serhat Aybat, Hao Che
A fully distributed traffic allocation algorithm for nonconcave utility maximization in connectionless communication networks. Autom. 109 (2019)
Sarah Hojjatinia, Constantino M. Lagoa
Identification of Markov Jump Autoregressive Processes from Large Noisy Data Sets. CoRR (2019)
Mohammadreza Chamanbaz, Fabrizio Dabbene, Constantino M. Lagoa
Probabilistically Robust AC Optimal Power Flow. IEEE Trans. Control. Netw. Syst. 6 (3) (2019)
Sahar Hojjatinia, Constantino M. Lagoa
Comparison of Different Spike Sorting Subtechniques Based on Rat Brain Basolateral Amygdala Neuronal Activity. BIBM (2019)
Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene
Identification of Switched Autoregressive and Switched Autoregressive Exogenous Systems from Large Noisy Data Sets. CoRR (2019)
Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene
Identification of Switched Autoregressive Systems from Large Noisy Data Sets. ACC (2019)
Sahar Hojjatinia, Constantino M. Lagoa
Comparison of Different Spike Sorting Subtechniques Based on Rat Brain Basolateral Amygdala Neuronal Activity. CoRR (2019)
I. E. Bardakci, Constantino M. Lagoa
Distributionally Robust Portfolio Optimization. CDC (2019)
Mahmoud E. Ashour, Constantino M. Lagoa, Necdet S. Aybat
Lp Quasi-norm Minimization. ACSSC (2019)
Sarah Hojjatinia, Korkut Bekiroglu, Constantino M. Lagoa
Parsimonious Volterra System Identification. CoRR (2018)
Chiara Ravazzi, Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene
Randomized opinion dynamics over networks: influence estimation from partial observations. CDC (2018)
Sarah Hojjatinia, Korkut Bekiroglu, Constantino M. Lagoa
Parsimonious Volterra System Identification. ACC (2018)
Chiara Ravazzi, Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene
Randomized opinion dynamics over networks: influence estimation from partial observations. CoRR (2018)
Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene
Identification of Switched ARX Systems from Large Noisy Data Sets. CoRR (2018)
Fabrizio Dabbene, Didier Henrion, Constantino M. Lagoa
Simple approximations of semialgebraic sets and their applications to control. Autom. 78 (2017)
Dule Shu, Constantino M. Lagoa
A linear temporal logic based approach for vehicle motion planning. ICM (2017)
Korkut Bekiroglu, Mustafa Ayazoglu, Constantino M. Lagoa, Mario Sznaier
An efficient approach to the radar ghost elimination problem. ACC (2016)
Wenjing Su, Constantino M. Lagoa, Hao Che
Optimization-based, QoS-aware distributed traffic control laws for networks with time-varying link capacities. Autom. 72 (2016)
Ashkan Jasour, Constantino M. Lagoa
Convex Chance Constrained Model Predictive Control. CDC (2016)
Chao Feng, Constantino M. Lagoa
Distributional Robustness Analysis for Nonlinear Uncertainty Structures. IEEE Trans. Autom. Control. 61 (7) (2016)
Emil I. Laftchiev, Constantino M. Lagoa, Sean N. Brennan
Vehicle Localization Using In-Vehicle Pitch Data and Dynamical Models. IEEE Trans. Intell. Transp. Syst. 16 (1) (2015)
Fabrizio Dabbene, Didier Henrion, Constantino M. Lagoa, Pavel S. Shcherbakov
Randomized Approximations of the Image Set of Nonlinear Mappings with Applications to Filtering. CoRR (2015)
Wenjing Su, Chunyu Liu, Constantino M. Lagoa, Hao Che, Ke Xu, Yong Cui
Integrated, Distributed Traffic Control in Multidomain Networks. IEEE Trans. Control. Syst. Technol. 23 (4) (2015)
Ashkan M. Jasour, Necdet S. Aybat, Constantino M. Lagoa
Semidefinite Programming For Chance Constrained Optimization Over Semialgebraic Sets. SIAM J. Optim. 25 (3) (2015)
Necmiye Ozay, Constantino M. Lagoa, Mario Sznaier
Set membership identification of switched linear systems with known number of subsystems. Autom. 51 (2015)
Korkut Bekiroglu, Constantino M. Lagoa, Mario Sznaier
Low-order model identification of MIMO systems from noisy and incomplete data. CDC (2015)
Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa
Convex Certificates for Model (In)validation of Switched Affine Systems With Unknown Switches. IEEE Trans. Autom. Control. 59 (11) (2014)
Mario Sznaier, Octavia I. Camps, Necmiye Ozay, Constantino M. Lagoa
Surviving the upcoming data deluge: A systems and control perspective. CDC (2014)
Emil Laftchiev, Constantino M. Lagoa, Sean N. Brennan
Robust data map design using chance constrained optimization. ACC (2014)
Korkut Bekiroglu, Burak Yilmaz, Constantino M. Lagoa, Mario Sznaier
Parsimonious model identification via atomic norm minimization. ECC (2014)
Korkut Bekiroglu, Mario Sznaier, Constantino M. Lagoa, Bahram Shafai
Vision based control of an autonomous blimp with actuator saturation using pulse-width modulation. CCA (2013)
Korkut Bekiroglu, Constantino M. Lagoa, Suzan A. Murphy, Stephanie T. Lanza
A robust MPC approach to the design of behavioural treatments. CDC (2013)
Burak Yilmaz, Constantino M. Lagoa, Mario Sznaier
An efficient atomic norm minimization approach to identification of low order models. CDC (2013)
Fei Xiong, Yongfang Cheng, Octavia I. Camps, Mario Sznaier, Constantino M. Lagoa
Hankel based maximum margin classifiers: A connection between machine learning and Wiener systems identification. CDC (2013)
Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa, Octavia I. Camps
A Sparsification Approach to Set Membership Identification of Switched Affine Systems. IEEE Trans. Autom. Control. 57 (3) (2012)
Chao Feng, Constantino M. Lagoa, Mario Sznaier
A convex approach to generalized fixed order interpolation. ACC (2012)
Yongfang Cheng, Yin Wang, Mario Sznaier, Necmiye Ozay, Constantino M. Lagoa
A convex optimization approach to model (in)validation of switched ARX systems with unknown switches. CDC (2012)
Chao Feng, Fabrizio Dabbene, Constantino M. Lagoa
A Kinship Function Approach to Robust and Probabilistic Optimization Under Polynomial Uncertainty. IEEE Trans. Autom. Control. 56 (7) (2011)
Lei Ye, Zhijun Wang, Hao Che, Constantino M. Lagoa
TERSE: A Unified End-to-End Traffic Control Mechanism to Enable Elastic, Delay Adaptive, and Rate Adaptive Services. IEEE J. Sel. Areas Commun. 29 (5) (2011)
Burak Yilmaz, Mustafa Ayazoglu, Mario Sznaier, Constantino M. Lagoa
Convex relaxations for robust identification of Wiener systems and applications. CDC/ECC (2011)
Chao Feng, Constantino M. Lagoa, Mario Sznaier
Identifying stable fixed order systems from time and frequency response data. ACC (2011)
Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa, Octavia I. Camps
GPCA with denoising: A moments-based convex approach. CVPR (2010)
Chao Feng, Constantino M. Lagoa, Mario Sznaier
Hybrid system identification via sparse polynomial optimization. ACC (2010)
Mustafa Ayazoglu, Mario Sznaier, Constantino M. Lagoa, Octavia I. Camps
A moments-based approach to estimation and data interpolation for a class of Wiener systems. CDC (2010)
Chao Feng, Constantino M. Lagoa, Necmiye Ozay, Mario Sznaier
Hybrid system identification: An SDP approach. CDC (2010)
Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa
Model (in) validation of switched ARX systems with unknown switches and its application to activity monitoring. CDC (2010)
Necmiye Ozay, Constantino M. Lagoa, Mario Sznaier
Robust identification of switched affine systems via moments-based convex optimization. CDC (2009)
Lei Ye, Zhijun Wang, Hao Che, Henry C. B. Chan, Constantino M. Lagoa
Utility function of TCP. Comput. Commun. 32 (5) (2009)
Fabrizio Dabbene, Chao Feng, Constantino M. Lagoa
Robust and chance-constrained optimization under polynomial uncertainty. ACC (2009)
Chao Feng, Constantino M. Lagoa
Distributional robustness analysis for polynomial uncertainty. CDC (2009)
Constantino M. Lagoa, Fabrizio Dabbene, Roberto Tempo
Hard Bounds on the Probability of Performance With Application to Circuit Analysis. IEEE Trans. Circuits Syst. I Regul. Pap. (10) (2008)
Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa, Octavia I. Camps
A sparsification approach to set membership identification of a class of affine hybrid systems. CDC (2008)
Wenjing Ma, Mario Sznaier, Constantino M. Lagoa
A risk adjusted approach to robust simultaneous fault detection and isolation. Autom. 43 (3) (2007)
Bernardo A. Movsichoff, Constantino M. Lagoa, Hao Che
End-to-end optimal algorithms for integrated QoS, traffic engineering, and failure recovery. IEEE/ACM Trans. Netw. 15 (4) (2007)
Yong Cui, Hao Che, Constantino M. Lagoa, ZhiMei Zheng
Autonomic Interference Avoidance with Extended Shortest Path Algorithm. ATC (2006)
Jialing Chen, Constantino M. Lagoa
Robust Observer Design for a Class of Switched Systems. CDC (2006)
Constantino M. Lagoa
On the Design of Optimal and Robust Supervisors for Deterministic Finite State Automata. CDC/ECC (2005)
Bernardo A. Movsichoff, Constantino M. Lagoa, Hao Che
Decentralized optimal traffic engineering in connectionless networks. IEEE J. Sel. Areas Commun. 23 (2) (2005)
Jialing Chen, Constantino M. Lagoa
Observer Design for a Class of Switched Systems. CDC/ECC (2005)
Mario Sznaier, Constantino M. Lagoa, Maria Cecilia Mazzaro
with applications to risk-adjusted performance analysis and model (in)validation. IEEE Trans. Autom. Control. 50 (3) (2005)
Constantino M. Lagoa, Jinbo Fu, Asok Ray
Robust optimal control of regular languages. Autom. 41 (8) (2005)
Constantino M. Lagoa, Xiang Li, Mario Sznaier
Probabilistically Constrained Linear Programs and Risk-Adjusted Controller Design. SIAM J. Optim. 15 (3) (2005)
Constantino M. Lagoa, Hao Che, Bernardo A. Movsichoff
Adaptive control algorithms for decentralized optimal traffic engineering in the internet. IEEE/ACM Trans. Netw. 12 (3) (2004)
Jinbo Fu, Asok Ray, Constantino M. Lagoa
Unconstrained optimal control of regular languages. Autom. 40 (4) (2004)
Constantino M. Lagoa
A convex parametrization of risk-adjusted stabilizing controllers. Autom. 39 (10) (2003)
Constantino M. Lagoa
Probabilistic enhancement of classical robustness margins: a class of nonsymmetric distributions. IEEE Trans. Autom. Control. 48 (11) (2003)
Constantino M. Lagoa, Xiang Li, Mario Sznaier
On the design of robust controllers for arbitrary uncertainty structures. IEEE Trans. Autom. Control. 48 (11) (2003)
Jinbo Fu, Constantino M. Lagoa, Asok Ray
Robust optimal control of regular languages. CDC (2003)
Constantino M. Lagoa, Xiang Li, Maria Cecilia Mazzaro, Mario Sznaier
Sampling random transfer functions. CDC (2003)
Jinbo Fu, Asok Ray, Constantino M. Lagoa
Optimal control of regular languages with event disabling cost. ACC (2003)
Constantino M. Lagoa, Xiang Li, Mario Sznaier
On the design of robust controllers for arbitrary uncertainty structures. ACC (2003)
Mario Sznaier, Boris T. Polyak, A. Halpern, Constantino M. Lagoa
-induced controllers for LPV systems. CDC (2002)
Xiang Li, Constantino M. Lagoa
Stochastic approximation algorithms for risk-adjusted quadratic stability. CDC (2002)
Constantino M. Lagoa, Xiang Li, Mario Sznaier
Application of probabilistically constrained linear programs to risk-adjusted controller design. ACC (2001)
Constantino M. Lagoa, Mario Sznaier, B. Ross Barmish
balls. CDC (2001)
Constantino M. Lagoa
Probabilistic enhancement of classical robustness margins: a class of nonsymmetric distributions. ACC (2000)
Constantino M. Lagoa, Hao Che
Decentralized optimal traffic engineering in the internet. Comput. Commun. Rev. 30 (5) (2000)
B. Ross Barmish, Constantino M. Lagoa
The uniform distribution: A rigorous justification for its use in robustness analysis. Math. Control. Signals Syst. 10 (3) (1997)