Research

Publications

• 10. Songsiri and L. Vandenberghe, Topology selection in graphical models of autoregressive processes, Journal of Machine Learning Research, 11, 2671-2705, 2010.
• 10. Songsiri, J. Dahl, and L. Vandenberghe, Graphical models of autoregressive processes, In: Y. Eldar and D. Palomar (Editors), Convex Optimization in Signal Processing and Communications, Cambridge University Press (2010), 89-116
• 10. Songsiri, J. Dahl, and L. Vandenberghe, Maximum-likelihood estimation of autoregressive models with conditional independence constraints, Proc. ICASSP, 1701-1704, 2009.
• 10. Songsiri, D. Banjerdpongchai, Dynamic Models of Servo-Driven Conveyor System, Proc. of the 2004 IEEE Region 10 Conference on Analog and Digital Techniques in Electrical Engineering, 2004.
• 16. Pakdeepattarakorn, P. Thamvechvitee, J. Songsiri, M. Wongsaisuwan, D.Banjerdpongchai, Dynamic Models of A Rotary Double Inverted Pendulum System, Proc. of the 2004 IEEE Region 10 Conference on Analog and Digital Techniques in Electrical Engineering, 2004.
• 10. Songsiri, W. Khovidhungij, Feedback Stabilization of One-Link Flexible Robot Arms: An Infinite-Dimensional System Approach, Proc. of the 42nd SICE Annual Conference, 2003.
• 10. Songsiri, W. Khovidhungij, Feedback Control of an Euler-Bernoulli Beam with a Tip Mass: An Infinite-Dimensional Control System Approach, Proc. of the 25th Thailand’s Electrical Engineering Conference, 2002 (In Thai).
• 10. Songsiri, N. Phasukvanich, K. Sombatvilailert, W. Apichartwallop, W. Khovidhungij, Adaptive Control for a One-Link Flexible Robot Arms Using Wavelet Networks, Proc. of the 25th Thailand’s Electrical Engineering Conference, 1999 (In Thai).

PhD Thesis

Graphical Models of Time Series: Parameter Estimation and Topology Selection

Electrical Engineering, UCLA, 2010

Advisor: Lieven Vandenberghe