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D-Index & Metrics

Electronics and Electrical Engineering

D-Index
34
Citations
5917
World Ranking
5732
National Ranking
1951

Research.com Recognitions

  • 2019 - IEEE Fellow For contributions to identification of switched systems and multiobjective control

Overview

Mario Sznaier is affiliated with Northeastern University in the United States. Their research primarily falls within the field of Engineering, with a strong focus on Control and Systems Engineering as well as related subfields such as Computer Vision and Pattern Recognition, Artificial Intelligence, Statistics, Probability and Uncertainty, and Numerical Analysis.

Their work covers various topics including Control Systems and Identification, Advanced Control Systems Optimization, Fault Detection and Control Systems, Advanced Optimization Algorithms Research, Probabilistic and Robust Engineering Design, Model Reduction and Neural Networks, and Advanced Vision and Imaging.

Sznaier's recent publications include:

  • A Semi-Algebraic Optimization Approach to Data-Driven Control of Continuous-Time Nonlinear Systems, 2020, IEEE Control Systems Letters
  • Data-Driven Gain Scheduling Control of Linear Parameter-Varying Systems Using Quadratic Matrix Inequalities, 2022, IEEE Control Systems Letters
  • Control Oriented Learning in the Era of Big Data, 2020, IEEE Control Systems Letters
  • Data-driven quadratic stabilization and LQR control of LTI systems, 2023, Automatica
  • A convex optimization approach to synthesizing state feedback data-driven controllers for switched linear systems, 2022, Automatica

Frequent co-authors who have collaborated extensively with Sznaier include Jared Miller, Tianyu Dai, Octavia Camps, Jian Zheng, and Rajiv Singh.

Their research has been published in several notable venues, such as:

  • arXiv (Cornell University)
  • IEEE Control Systems Letters
  • IFAC-PapersOnLine
  • IEEE Transactions on Automatic Control
  • Automatica

Mario Sznaier was recognized as an IEEE Fellow in 2019 for contributions to the identification of switched systems and multiobjective control.

Best Publications

  • Person Re-Identification Using Kernel-Based Metric Learning Methods

    Fei Xiong;Mengran Gou;Octavia I. Camps;Mario Sznaier

  • Robust Systems Theory and Applications

    Ricardo S. Sanchez-Pena;Mario Sznaier

  • The Way They Move: Tracking Multiple Targets with Similar Appearance

    Caglayan Dicle;Octavia I. Camps;Mario Sznaier

  • Suboptimal control of linear systems with state and control inequality constraints

    Mario Sznaier;Mark Damborg

  • Cross-view activity recognition using Hankelets

    Binlong Li;Octavia I. Camps;Mario Sznaier

  • Persistent disturbance rejection via static-state feedback

    F. Blanchini;M. Sznaier

  • A Sparsification Approach to Set Membership Identification of Switched Affine Systems

    N. Ozay;M. Sznaier;C. M. Lagoa;O. I. Camps

  • Probabilistically Constrained Linear Programs and Risk-Adjusted Controller Design

    Constantino M. Lagoa;Xiang Li;Mario Sznaier

  • Heuristically enhanced feedback control of constrained discrete-time linear systems

    M. Sznaier;M. Sznaier;M. J. Damborg

  • Dynamic Appearance Modeling for Human Tracking

    Hwasup Lim;O.I. Camps;M. Sznaier;V.I. Morariu

  • Activity recognition using dynamic subspace angles

    Binlong Li;Mustafa Ayazoglu;Teresa Mao;Octavia I. Camps

  • Segmentation for robust tracking in the presence of severe occlusion

    C. Gentile;O. Camps;M. Sznaier

  • Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold

    Xikang Zhang;Yin Wang;Mengran Gou;Mario Sznaier

  • H2/H∞ filtering theory and an aerospace application

    Héctor Rotstein;Mario Sznaier;Moshe Idan

  • An exact solution to general SISO mixed /spl Hscr//sub 2///spl Hscr//sub /spl infin// problems via convex optimization

    M. Sznaier

  • A Rank Minimization Approach to Video Inpainting

    Tao Ding;M. Sznaier;O.I. Camps

  • Set membership identification of switched linear systems with known number of subsystems

    Necmiye Ozay;Constantino Lagoa;Mario Sznaier

  • Rational /spl Lscr//sup 1/ suboptimal compensators for continuous-time systems

    F. Blanchini;M. Sznaier

  • Dynamic subspace-based coordinated multicamera tracking

    Mustafa Ayazoglu;Binlong Li;Caglayan Dicle;Mario Sznaier

  • An LMI approach to control-oriented identification and model (In) validation of LPV systems

    M. Sznaier;M.C. Mazzaro

  • Randomized Algorithms for Analysis and Control of Uncertain Systems with Applications, Second Edition, Roberto Tempo, Giuseppe Calafiore, Fabrizio Dabbene (Eds.). Springer-Verlag, London (2013), 357, ISBN: 978-1-4471-4609-4

    Mario Sznaier

Frequent Co-Authors

Franco Blanchini
Franco Blanchini University of Udine
Mauricio Barahona
Mauricio Barahona Imperial College London
John C. Doyle
John C. Doyle California Institute of Technology
Antonis Papachristodoulou
Antonis Papachristodoulou University of Oxford
Hideo Mabuchi
Hideo Mabuchi Stanford University
Stephanie T. Lanza
Stephanie T. Lanza Pennsylvania State University
Lennart Ljung
Lennart Ljung Linköping University
Anton A. Stoorvogel
Anton A. Stoorvogel University of Twente
Vicenç Puig
Vicenç Puig Universitat Politècnica de Catalunya
Issa Batarseh
Issa Batarseh University of Central Florida

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