Jitkomut Songsiri - researchr alias

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Viewing Publication 1 - 15 from 15

2022

2021

Post-Processing of NWP Forecasts Using Kalman Filtering With Operational Constraints for Day-Ahead Solar Power Forecasting in ThailandSupachai Suksamosorn, Naebboon Hoonchareon, Jitkomut Songsiri. access, 9:105409-105423, 2021. [doi]

2020

2019

Estimation of Granger Causality of State-Space Models using a Clustering with Gaussian Mixture ModelNattaporn Plub-in, Jitkomut Songsiri. SMC 2019: 3853-3858 [doi]

2015

Learning multiple granger graphical models via group fused lassoJitkomut Songsiri. ascc 2015: 1-6 [doi]

2013

Sparse autoregressive model estimation for learning granger causality in time seriesJitkomut Songsiri. icassp 2013: 3198-3202 [doi]

2012

L1 norm of high frequency components as a regularization term for compressed sensing reconstruction of image signalsSuwichaya Suwanwimolkul, Jitkomut Songsiri, Parichat Sermwuthisarn, Supatana Auethavekiat. ispacs 2012: 290-295 [doi]

2010

Topology Selection in Graphical Models of Autoregressive ProcessesJitkomut Songsiri, Lieven Vandenberghe. jmlr, 11:2671-2705, 2010. [doi]

Graphical models of autoregressive processesJitkomut Songsiri, Joachim Dahl, Lieven Vandenberghe. In Daniel P. Palomar, Yonina C. Eldar, editors, Convex Optimization in Signal Processing and Communications. pages 89-116, Cambridge University Press, 2010.

2009

Maximum-likelihood estimation of autoregressive models with conditional independence constraintsJitkomut Songsiri, Joachim Dahl, Lieven Vandenberghe. icassp 2009: 1701-1704 [doi]

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