Identification of switched autoregressive exogenous systems from large noisy datasets

[1]  S. Shankar Sastry,et al.  Generalized principal component analysis (GPCA) , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[2]  Laurent Bako,et al.  Identification of switched linear systems via sparse optimization , 2011, Autom..

[3]  Mahdi Aliyari Shoorehdeli,et al.  Improving the Izhikevich Model Based on Rat Basolateral Amygdala and Hippocampus Neurons, and Recognizing Their Possible Firing Patterns , 2019, Basic and clinical neuroscience.

[4]  Fabrizio Dabbene,et al.  A Method for Identification of Markovian Jump ARX Processes , 2017 .

[5]  Constantino M. Lagoa,et al.  Set membership identification of switched linear systems with known number of subsystems , 2015, Autom..

[6]  A. Garulli,et al.  A survey on switched and piecewise affine system identification , 2012 .

[7]  Narendra Ahuja,et al.  Learning Nonlinear Manifolds from Time Series , 2006, ECCV.

[8]  Andrew Rosalsky,et al.  On convergence properties of sums of dependent random variables under second moment and covariance restrictions , 2008 .

[9]  Lawrence K. Saul,et al.  Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifold , 2003, J. Mach. Learn. Res..

[10]  Jan Lunze,et al.  Handbook of hybrid systems control : theory, tools, applications , 2009 .

[11]  Constantino M. Lagoa,et al.  Parsimonious Volterra System Identification , 2018, 2018 Annual American Control Conference (ACC).

[12]  Manfred Morari,et al.  A clustering technique for the identification of piecewise affine systems , 2001, Autom..

[13]  René Vidal,et al.  A continuous optimization framework for hybrid system identification , 2011, Autom..

[14]  René Vidal,et al.  Identification of Hybrid Systems: A Tutorial , 2007, Eur. J. Control.

[15]  S. Sastry,et al.  An algebraic geometric approach to the identification of a class of linear hybrid systems , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

[16]  Constantino M. Lagoa,et al.  Surviving the upcoming data deluge: A systems and control perspective , 2014, 53rd IEEE Conference on Decision and Control.

[17]  Stephanie T. Lanza,et al.  Personalized models of physical activity responses to text message micro‐interventions: A proof‐of‐concept application of control systems engineering methods , 2019, Psychology of sport and exercise.

[18]  Constantino M. Lagoa,et al.  Identification of Switched Autoregressive Systems from Large Noisy Data Sets , 2019, 2019 American Control Conference (ACC).

[19]  Constantino M. Lagoa,et al.  Convex Certificates for Model (In)validation of Switched Affine Systems With Unknown Switches , 2014, IEEE Transactions on Automatic Control.

[20]  Alberto Bemporad,et al.  Identification of piecewise affine systems via mixed-integer programming , 2004, Autom..

[21]  Henrik Saxén,et al.  Identification of switching linear systems using self-organizing models with application to silicon prediction in hot metal , 2016, Appl. Soft Comput..