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Constantino M. Lagoa
Constantino Lagoa
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2020 – today
- 2024
- [j41]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): 22 (2024) - [i16]Martina Mammarella, Cesare Donati, Fabrizio Dabbene, Carlo Novara, Constantino Lagoa:
A blended physics-based and black-box identification approach for spacecraft inertia estimation - EXTENDED VERSION. CoRR abs/2405.18186 (2024) - [i15]Xinyuan Jiang, Constantino M. Lagoa, Daning Huang, Yan Li:
A reference frame-based microgrid primary control for ensuring global convergence to a periodic orbit. CoRR abs/2408.00916 (2024) - [i14]Cesare Donati, Martina Mammarella, Fabrizio Dabbene, Carlo Novara, Constantino Lagoa:
First-order methods and automatic differentiation: A multi-step systems identification perspective. CoRR abs/2410.03544 (2024) - 2023
- [j40]I. E. Bardakci, Afrooz Jalilzadeh
Probability maximization via Minkowski functionals: convex representations and tractable resolution. Math. Program. 199(1): 595-637 (2023) - [c75]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: 6301-6306 - [c74]Davide Simeone
Multi-Input Multi-Output Dynamic Modelling of Type 2 Diabetes Progression. EFMI-STC 2023: 228-232 - [i13]Omar M. Sleem, Constantino M. Lagoa:
Parsimonious System Identification from Fragmented Quantized Measurements. CoRR abs/2301.12043 (2023) - [i12]Cesare Donati, Martina Mammarella, Fabrizio Dabbene, Carlo Novara, Constantino Lagoa:
One-shot backpropagation for multi-step prediction in physics-based system identification. CoRR abs/2310.20567 (2023) - 2022
- [j39]Martina Mammarella
Fast Stochastic MPC Implementation via Policy Learning. IEEE Control. Syst. Lett. 6: 3020-3025 (2022) - 2021
- [j38]Korkut Bekiroglu
Continuous-time model identification: application on a behavioural (miLife) study. Int. J. Control 94(9): 2318-2329 (2021) - [j37]Sahar Hojjatinia
Dynamic models of stress-smoking responses based on high-frequency sensor data. npj Digit. Medicine 4 (2021) - [j36]Chiara Ravazzi
Ergodic Opinion Dynamics Over Networks: Learning Influences From Partial Observations. IEEE Trans. Autom. Control. 66(6): 2709-2723 (2021) - [c73]Omar M. Sleem, Constantino M. Lagoa:
Parsimonious System Identification from Quantized Observations. CDC 2021: 846-851 - [c72]Sayan Samanta, Nilanjan Ray Chaudhuri, Constantino Lagoa:
Quantifiable Frequency Support from Grid-Forming Converters with DC-side Current Limits in Grids with Synchronous Generators. CDC 2021: 5681-5688 - [i11]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 abs/2108.11499 (2021) - 2020
- [j35]Korkut Bekiroglu, Seshadhri Srinivasan, Ethan Png, Rong Su
Recursive approximation of complex behaviours with IoT-data imperfections. IEEE CAA J. Autom. Sinica 7(3): 656-667 (2020) - [j34]Kaveri Mahapatra, Mahmoud E. Ashour, Nilanjan Ray Chaudhuri
Malicious Corruption Resilience in PMU Data and Wide-Area Damping Control. IEEE Trans. Smart Grid 11(2): 958-967 (2020) - [c71]Mohammadreza Chamanbaz, Mario Sznaier, Constantino Lagoa, Fabrizio Dabbene:
Probabilistic Discrete Time Robust H2 Controller Design. CDC 2020: 2240-2245 - [c70]Zhijun Wang, Akshit Singhal, Yunxiang Wu, Chuwen Zhang, Hao Che, Hong Jiang, Bin Liu, Constantino Lagoa:
HOLNET: A Holistic Traffic Control Framework for Datacenter Networks. ICNP 2020: 1-12 - [i10]Chiara Ravazzi, Fabrizio Dabbene, Constantino Lagoa, Anton V. Proskurnikov:
Learning hidden influences in large-scale dynamical social networks: A data-driven sparsity-based approach. CoRR abs/2007.06713 (2020)
2010 – 2019
- 2019
- [j33]Jingyao Wang
A fully distributed traffic allocation algorithm for nonconcave utility maximization in connectionless communication networks. Autom. 109 (2019) - [j32]Mohammadreza Chamanbaz
Probabilistically Robust AC Optimal Power Flow. IEEE Trans. Control. Netw. Syst. 6(3): 1135-1147 (2019) - [j31]Mahmoud E. Ashour
End-to-End Distributed Flow Control for Networks with Nonconcave Utilities. IEEE Trans. Netw. Sci. Eng. 6(3): 303-313 (2019) - [c69]Mahmoud E. Ashour, Constantino M. Lagoa, Necdet S. Aybat:
Lp Quasi-norm Minimization. ACSSC 2019: 726-730 - [c68]Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene
Identification of Switched Autoregressive Systems from Large Noisy Data Sets. ACC 2019: 4313-4319 - [c67]Sahar Hojjatinia, Constantino M. Lagoa:
Comparison of Different Spike Sorting Subtechniques Based on Rat Brain Basolateral Amygdala Neuronal Activity. BIBM 2019: 2251-2258 - [c66]I. E. Bardakci, Constantino M. Lagoa:
Distributionally Robust Portfolio Optimization. CDC 2019: 1526-1531 - [i9]Sarah Hojjatinia, Constantino M. Lagoa:
Identification of Markov Jump Autoregressive Processes from Large Noisy Data Sets. CoRR abs/1903.11058 (2019) - [i8]Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene:
Identification of Switched Autoregressive and Switched Autoregressive Exogenous Systems from Large Noisy Data Sets. CoRR abs/1908.11713 (2019) - [i7]Sahar Hojjatinia, Constantino M. Lagoa:
Comparison of Different Spike Sorting Subtechniques Based on Rat Brain Basolateral Amygdala Neuronal Activity. CoRR abs/1910.14098 (2019) - 2018
- [j30]Burak Yilmaz
A Randomized Algorithm for Parsimonious Model Identification. IEEE Trans. Autom. Control. 63(2): 532-539 (2018) - [j29]Korkut Bekiroglu
Hankel Matrix Rank as Indicator of Ghost in Bearing-Only Tracking. IEEE Trans. Aerosp. Electron. Syst. 54(6): 2713-2723 (2018) - [c65]I. E. Bardakci, Constantino Lagoa
Probability Maximization with Random Linear Inequalities: Alternative Formulations and Stochastic Approximation Schemes. ACC 2018: 1396-1401 - [c64]Sarah Hojjatinia, Korkut Bekiroglu, Constantino M. Lagoa
Parsimonious Volterra System Identification. ACC 2018: 1933-1938 - [c63]Korkut Bekiroglu, Seshadhri Srinivasan
Recursive Parsimonious System Identification Algorithm for Dynamical Systems. CCTA 2018: 1520-1525 - [c62]Chiara Ravazzi, Sarah Hojjatinia, Constantino M. Lagoa
Randomized opinion dynamics over networks: influence estimation from partial observations. CDC 2018: 2452-2457 - [c61]Korkut Bekiroglu, Okan Duru, Seshadhri Srinivasan
Governing Dynamics of Crude Oil and LNG Prices. ICCA 2018: 872-877 - [i6]Chiara Ravazzi, Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene:
Randomized opinion dynamics over networks: influence estimation from partial observations. CoRR abs/1804.07220 (2018) - [i5]Sarah Hojjatinia, Korkut Bekiroglu, Constantino M. Lagoa:
Parsimonious Volterra System Identification. CoRR abs/1804.07239 (2018) - [i4]Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene:
Identification of Switched ARX Systems from Large Noisy Data Sets. CoRR abs/1804.07411 (2018) - [i3]Mohammadreza Chamanbaz, Fabrizio Dabbene, Constantino Lagoa:
Algorithms for Optimal AC Power Flow in the Presence of Renewable Sources. CoRR abs/1811.05397 (2018) - 2017
- [j28]Fabrizio Dabbene
Simple approximations of semialgebraic sets and their applications to control. Autom. 78: 110-118 (2017) - [j27]Korkut Bekiroglu
Control Engineering Methods for the Design of Robust Behavioral Treatments. IEEE Trans. Control. Syst. Technol. 25(3): 979-990 (2017) - [c60]Jingyao Wang, Mahmoud E. Ashour, Constantino Lagoa
Non-concave network utility maximization in connectionless networks: A fully distributed traffic allocation algorithm. ACC 2017: 3980-3985 - [c59]Korkut Bekiroglu, Seshadhri Srinivasan
An Internet of Things compliant model identification methodology for smart buildings. CDC 2017: 4440-4445 - [c58]Dule Shu, Constantino M. Lagoa
A linear temporal logic based approach for vehicle motion planning. ICM 2017: 25-30 - [c57]Mahmoud E. Ashour, Jingyao Wang, Constantino Lagoa
Non-concave network utility maximization: A distributed optimization approach. INFOCOM 2017: 1-9 - 2016
- [j26]Wenjing Su, Constantino M. Lagoa
Optimization-based, QoS-aware distributed traffic control laws for networks with time-varying link capacities. Autom. 72: 158-165 (2016) - [j25]Chao Feng, Constantino M. Lagoa
Distributional Robustness Analysis for Nonlinear Uncertainty Structures. IEEE Trans. Autom. Control. 61(7): 1900-1905 (2016) - [c56]Octavia I. Camps, Constantino Lagoa, Mario Sznaier:
The role of sparsity and dynamics in extracting information sparsely encoded in very large data sets. CCA 2016: 398-409 - [c55]Mahmoud E. Ashour, Korkut Bekiroglu
On the mathematical modeling of the effect of treatment on human physical activity. CCA 2016: 1084-1091 - [c54]Korkut Bekiroglu
An efficient approach to the radar ghost elimination problem. ACC 2016: 3515-3520 - [c53]Ashkan Jasour, Constantino M. Lagoa
Convex Chance Constrained Model Predictive Control. CDC 2016: 6204-6209 - [c52]I. E. Bardakci, J.-W. Lee, Constantino Lagoa
Robust stabilization of discrete-time piecewise affine systems subject to bounded disturbances. CDC 2016: 7252-7257 - 2015
- [j24]Necmiye Ozay
Set membership identification of switched linear systems with known number of subsystems. Autom. 51: 180-191 (2015) - [j23]Ashkan M. Jasour, Necdet S. Aybat, Constantino M. Lagoa
Semidefinite Programming For Chance Constrained Optimization Over Semialgebraic Sets. SIAM J. Optim. 25(3): 1411-1440 (2015) - [j22]Wenjing Su, Chunyu Liu, Constantino M. Lagoa
Integrated, Distributed Traffic Control in Multidomain Networks. IEEE Trans. Control. Syst. Technol. 23(4): 1373-1386 (2015) - [j21]Emil I. Laftchiev, Constantino M. Lagoa
Vehicle Localization Using In-Vehicle Pitch Data and Dynamical Models. IEEE Trans. Intell. Transp. Syst. 16(1): 206-220 (2015) - [c51]Korkut Bekiroglu
Low-order model identification of MIMO systems from noisy and incomplete data. CDC 2015: 4029-4034 - [i2]Fabrizio Dabbene, Didier Henrion
Randomized Approximations of the Image Set of Nonlinear Mappings with Applications to Filtering. CoRR abs/1507.08032 (2015) - [i1]Fabrizio Dabbene, Didier Henrion
Simple Approximations of Semialgebraic Sets and their Applications to Control. CoRR abs/1509.04200 (2015) - 2014
- [j20]Necmiye Ozay
Convex Certificates for Model (In)validation of Switched Affine Systems With Unknown Switches. IEEE Trans. Autom. Control. 59(11): 2921-2932 (2014) - [c50]Emil Laftchiev, Constantino M. Lagoa
Robust data map design using chance constrained optimization. ACC 2014: 4573-4580 - [c49]Nathan T. Depenbusch
Random geometric graphs as a model for bounding the endurance of soaring aircraft. CDC 2014: 248-253 - [c48]Mario Sznaier, Octavia I. Camps, Necmiye Ozay
Surviving the upcoming data deluge: A systems and control perspective. CDC 2014: 1488-1498 - [c47]Ashkan M. Jasour, Constantino Lagoa
Reconstruction of support of a measure from its moments. CDC 2014: 1911-1916 - [c46]Fabrizio Dabbene
Uniform sample generation in semialgebraic sets. CDC 2014: 5177-5182 - [c45]Emil Laftchiev, Constantino Lagoa
Multi-attribute data dynamics discontinuity identification: A probabilistic approach using linear modeling. CDC 2014: 5666-5673 - [c44]Korkut Bekiroglu
Parsimonious model identification via atomic norm minimization. ECC 2014: 2392-2397 - 2013
- [c43]Korkut Bekiroglu
Vision based control of an autonomous blimp with actuator saturation using pulse-width modulation. CCA 2013: 1036-1041 - [c42]Ashkan M. Jasour, Constantino Lagoa
Convex relaxations of a probabilistically robust control design problem. CDC 2013: 1892-1897 - [c41]Emil Laftchiev, Constantino Lagoa
Robust map design by outlier point selection for terrain-based vehicle localization. CDC 2013: 2822-2827 - [c40]Korkut Bekiroglu
A robust MPC approach to the design of behavioural treatments. CDC 2013: 3505-3510 - [c39]Burak Yilmaz, Constantino M. Lagoa
An efficient atomic norm minimization approach to identification of low order models. CDC 2013: 5834-5839 - [c38]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: 6005-6010 - 2012
- [j19]Timothy P. Gilmour, Thyagarajan Subramanian
Multiscale Autoregressive Identification of Neuroelectrophysiological Systems. Comput. Math. Methods Medicine 2012: 580795:1-580795:5 (2012) - [j18]Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa
A Sparsification Approach to Set Membership Identification of Switched Affine Systems. IEEE Trans. Autom. Control. 57(3): 634-648 (2012) - [c37]Chao Feng, Constantino M. Lagoa, Mario Sznaier:
A convex approach to generalized fixed order interpolation. ACC 2012: 5174-5181 - [c36]Ashkan M. Jasour, Constantino Lagoa
Semidefinite relaxations of chance constrained algebraic problems. CDC 2012: 2527-2532 - [c35]Emil Laftchiev, Constantino Lagoa
Terrain-based vehicle localization from real-time data using dynamical models. CDC 2012: 3366-3371 - [c34]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: 6284-6290 - 2011
- [j17]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): 938-950 (2011) - [j16]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): 1509-1523 (2011) - [c33]Chao Feng, Constantino M. Lagoa, Mario Sznaier:
Identifying stable fixed order systems from time and frequency response data. ACC 2011: 1253-1259 - [c32]Burak Yilmaz, Mustafa Ayazoglu, Mario Sznaier, Constantino M. Lagoa
Convex relaxations for robust identification of Wiener systems and applications. CDC/ECC 2011: 2812-2818 - 2010
- [c31]Chao Feng, Constantino M. Lagoa, Mario Sznaier:
Hybrid system identification via sparse polynomial optimization. ACC 2010: 160-165 - [c30]Fabrizio Dabbene, Constantino Lagoa
On the complexity of randomized approximations of nonconvex sets. CACSD 2010: 1564-1569 - [c29]Chao Feng, Constantino M. Lagoa
Hybrid system identification: An SDP approach. CDC 2010: 1546-1552 - [c28]Mustafa Ayazoglu, Mario Sznaier, Constantino M. Lagoa
A moments-based approach to estimation and data interpolation for a class of Wiener systems. CDC 2010: 5674-5680 - [c27]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: 7624-7630 - [c26]Necmiye Ozay
GPCA with denoising: A moments-based convex approach. CVPR 2010: 3209-3216
2000 – 2009
- 2009
- [j15]Lei Ye, Zhijun Wang, Hao Che, Henry C. B. Chan
Utility function of TCP. Comput. Commun. 32(5): 800-805 (2009) - [c25]Fabrizio Dabbene, Chao Feng, Constantino M. Lagoa
Robust and chance-constrained optimization under polynomial uncertainty. ACC 2009: 379-384 - [c24]Chao Feng, Constantino M. Lagoa
Distributional robustness analysis for polynomial uncertainty. CDC 2009: 1151-1156 - [c23]Necmiye Ozay, Constantino M. Lagoa
Robust identification of switched affine systems via moments-based convex optimization. CDC 2009: 4686-4691 - 2008
- [j14]Constantino M. Lagoa
Hard Bounds on the Probability of Performance With Application to Circuit Analysis. IEEE Trans. Circuits Syst. I Regul. Pap. 55-I(10): 3178-3187 (2008) - [c22]Fabrizio Dabbene, Constantino Lagoa
RACT - Randomized Algorithms Control Toolbox: A Tutorial Introduction. ISIC 2008: 19 - [c21]Necmiye Ozay, Mario Sznaier, Constantino M. Lagoa
A sparsification approach to set membership identification of a class of affine hybrid systems. CDC 2008: 123-130 - 2007
- [j13]Wenjing Ma, Mario Sznaier, Constantino M. Lagoa
A risk adjusted approach to robust simultaneous fault detection and isolation. Autom. 43(3): 499-504 (2007) - [j12]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): 813-823 (2007) - [c20]Mario Sznaier, Constantino Lagoa
Risk adjusted identification of a class of nonlinear systems. CDC 2007: 5117-5122 - [c19]Fabrizio Dabbene, Chao Feng, Constantino Lagoa
Robust LMIs with polynomial dependence on the uncertainty. CDC 2007: 5646-5651 - [c18]Wenjing Su, Constantino Lagoa
A family of optimization-based traffic control laws for overlay networks. CDC 2007: 5710-5715 - 2006
- [c17]Yong Cui, Hao Che, Constantino M. Lagoa
Autonomic Interference Avoidance with Extended Shortest Path Algorithm. ATC 2006: 57-66 - [c16]Jialing Chen, Constantino M. Lagoa
Robust Observer Design for a Class of Switched Systems. CDC 2006: 1659-1664 - [c15]Hao Che, Wenjing Su, Constantino Lagoa
An integrated, distributed traffic control strategy for the future internet. INM@SIGCOMM 2006: 17-22 - 2005
- [j11]Constantino M. Lagoa
Robust optimal control of regular languages. Autom. 41(8): 1439-1445 (2005) - [j10]Bernardo A. Movsichoff, Constantino M. Lagoa
Decentralized optimal traffic engineering in connectionless networks. IEEE J. Sel. Areas Commun. 23(2): 293-303 (2005) - [j9]Constantino M. Lagoa
Probabilistically Constrained Linear Programs and Risk-Adjusted Controller Design. SIAM J. Optim. 15(3): 938-951 (2005) - [j8]Mario Sznaier, Constantino M. Lagoa
An algorithm for sampling subsets of H∞ with applications to risk-adjusted performance analysis and model (in)validation. IEEE Trans. Autom. Control. 50(3): 410-416 (2005) - [c14]Constantino M. Lagoa
On the Design of Optimal and Robust Supervisors for Deterministic Finite State Automata. CDC/ECC 2005: 2745-2750 - [c13]Jialing Chen, Constantino M. Lagoa
Observer Design for a Class of Switched Systems. CDC/ECC 2005: 2945-2950 - 2004
- [j7]Jinbo Fu, Asok Ray, Constantino M. Lagoa
Unconstrained optimal control of regular languages. Autom. 40(4): 639-646 (2004) - [j6]Constantino M. Lagoa
Adaptive control algorithms for decentralized optimal traffic engineering in the internet. IEEE/ACM Trans. Netw. 12(3): 415-428 (2004) - [c12]Bernardo A. Movsichoff, Constantino Lagoa:
Minimal feedback optimal algorithms for traffic engineering in computer networks. CDC 2004: 2396-2402 - 2003
- [j5]Constantino M. Lagoa
A convex parametrization of risk-adjusted stabilizing controllers. Autom. 39(10): 1829-1835 (2003) - [j4]Constantino M. Lagoa
Probabilistic enhancement of classical robustness margins: a class of nonsymmetric distributions. IEEE Trans. Autom. Control. 48(11): 1990-1994 (2003) - [j3]Constantino M. Lagoa
On the design of robust controllers for arbitrary uncertainty structures. IEEE Trans. Autom. Control. 48(11): 2061-2065 (2003) - [c11]Jinbo Fu, Asok Ray, Constantino M. Lagoa:
Optimal control of regular languages with event disabling cost. ACC 2003: 1691-1695 - [c10]Constantino M. Lagoa, Xiang Li, Mario Sznaier:
On the design of robust controllers for arbitrary uncertainty structures. ACC 2003: 3596-3601 - [c9]Maria Cecilia Mazzaro, Mario Sznaier, Constantino Lagoa:
A risk-adjusted approach to model (in)validation. ACC 2003: 3809-3813 - [c8]Bernardo A. Movsichoff, Constantino Lagoa:
A novel approach to traffic engineering for ad-hoc networks. CDC 2003: 576-581 - [c7]Constantino M. Lagoa, Xiang Li, Maria Cecilia Mazzaro, Mario Sznaier:
Sampling random transfer functions. CDC 2003: 2429-2434 - [c6]Jinbo Fu, Constantino M. Lagoa, Asok Ray:
Robust optimal control of regular languages. CDC 2003: 3209-3214 - 2002
- [c5]Mario Sznaier, Boris T. Polyak, A. Halpern, Constantino M. Lagoa:
A superstability approach to synthesizing low order suboptimal L∞-induced controllers for LPV systems. CDC 2002: 1856-1861 - [c4]Xiang Li, Constantino M. Lagoa:
Stochastic approximation algorithms for risk-adjusted quadratic stability. CDC 2002: 2254-2259 - 2001
- [c3]Constantino M. Lagoa, Xiang Li, Mario Sznaier:
Application of probabilistically constrained linear programs to risk-adjusted controller design. ACC 2001: 738-743 - [c2]Constantino M. Lagoa, Mario Sznaier, B. Ross Barmish:
An algorithm for generating transfer functions uniformly distributed over H∞ balls. CDC 2001: 5038-5043 - 2000
- [j2]Constantino M. Lagoa
Decentralized optimal traffic engineering in the internet. Comput. Commun. Rev. 30(5): 39-47 (2000) - [c1]Constantino M. Lagoa
Probabilistic enhancement of classical robustness margins: a class of nonsymmetric distributions. ACC 2000: 3802-3806
1990 – 1999
- 1997
- [j1]B. Ross Barmish, Constantino M. Lagoa:
The uniform distribution: A rigorous justification for its use in robustness analysis. Math. Control. Signals Syst. 10(3): 203-222 (1997)
Coauthor Index
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