Lennart Ljung: Some Plenaries and Lectures

Links to some presentations:

Master classes in China, Sep 2018: Data Science: From System Identification to (Deep) Learning and Big Data.:The presentation.

Plenary at the IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, ALCOSP 2013, Caen, France, July 3, 2013: What Can Regularization Offer for Estimation of Dynamical Systems?:The presentation and the paper.

Plenary at the Workshop on "Machine Learning for System Identification" at the International Conference on Machine Learning (ICML 2013), Atlanda, GA, June 20, 2013: Some Classical and Some New Ideas in System Identification:The presentation.

Plenary at the IEEE Conference on Control & Automation, ICCA 2013 , Hangzhou, June 12, 2013: Convexity Issues in System Identification:The presentation and the paper.

Plenary at the Conference on Inverse Problems and Applications, Linköping, April 7, 2013: System Identification - An Inverse Problem in Control:The presentation

Lecture at the IPAM Workshop on Structure amd Randomness in System Identification and Learning, UCLA, LA, January 16, 2013: Using Multiple Kernel-based Regularization for Linear System Identification: The presentation

Keynote address at the OPTEC Workshop on Moving Horizon Estimation and System Identification, Leuven, Belgium, August 29, 2012: Parameter Estimation in a Moving Horizon Perspective: The presentation.

The plenary at the 50th CDC/ECC in Orlando, FL, December 12, 2011: Encounters with System Identification: The presentation, the paper and the video recording.

The Peter Sagirow Distinguished Seminar , at the University of Stuttgart, Germany, November 7, 2011: System Identification: From Data to Model: The presentation.

Plenary at the IEEE International Conference om Industrial Engineering and Engineering Management, Macao, China, December 8, 2010: System Identification: The Path from Data to Model: The presentation.

Plenary at the Chinese Control Conference in Beijing, July 29, 2010: Approaches to Identification of Nonlinear Systems: The presentation and the paper.

The code for the paper on continuous time models at SYSID 2009 can be found here.

The plenary on Perspectives on System Identification at the IFAC World Congress in Seoul in July 2008: PDF version of the Powerpoint Presentation and the paper.

The Stanford S. and Beverly P. Penner Distinguished Lecture at the Department of Mechnanical \& Aerospace Engineering, University of California at San Diego, April 14, 2008 System Identification: From Data to Models: The presentation.

Plenary at the International Conference on Avionics Systems, ICAS - 2008, Hyderabad, India, February 22, 2008: System Identification: From Data to Model - With Applications to Aircraft Modeling: The presentation.

Plenary presentation at the 9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006, Singapore, December 7,2006: Identification of Non-linear Dynamical Systems: The presentation and the paper.

Keynote address at the 14th IFAC Symposium on System Identification, SYSID'06, Newcastle, Australia, March 29, 2006 A (Simplistic) Perspective on Nonlinear System Identification: The presentation and the paper.

The Russel Severance Springer Lecture at the Departments of Mechanical and Electrical Engineering, University of California at Berkeley, October 8, 2005: Identification of Nonlinear Dynamical Systems: : The presentation.

The Bode Lecture at the 42nd CDC, Maui, Hawaii, USA, December 12, 2003 Challenges of Non-linear System Identification: PDF version of the power-point presentation.

Plenary at the 5th European Control Conference ECC'01, Porto, Portugal, September 7. 2001 Estimating Linear Time-Invariant Models of Nonlinear , Time-Varying Systems: The Presentation and the paper.

Plenary at the 35th CDC, San Diego, California, USA, December 11, 1997 Identification, Model Validation and Control: The Presentation.

Plenary at the 12th IFAC World Congress, Sydney, Australia, July 21, 1993 Perspectives on the Process of Identification: The paper and the presentation.

Plenary at the IFAC Symposium on Adaptive Control and Adapytive Signal Processing, Glasgow, United Kingdom, April 19,1989 System Identification in a Noise Free Environment: The paper and the presentation

Plenary at the 8th IFAC Symposium on Identification and System Parameter Estimation, SYSID'88, August 30, 1988, in Beijing, China Adaptation and Tracking in System Identification: The paper.