Jitkomut Songsiri

发表

Sparse autoregressive model estimation for learning granger causality in time series

Jitkomut Songsiri, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Convex formulation for regularized estimation of structural equation models

Jitkomut Songsiri, Anupon Pruttiakaravanich, J. Songsiri, 2018, Signal Process..

A Comparison of Deep Neural Networks for Seizure Detection in EEG Signals

Krisnachai Chomtho, Jitkomut Songsiri, Apiwat Lek-uthai, 2019, bioRxiv.

Topology Selection in Graphical Models of Autoregressive Processes

Lieven Vandenberghe, Jitkomut Songsiri, L. Vandenberghe, 2010, J. Mach. Learn. Res..

Sparse system identification for discovering brain connectivity from fMRI time series

Puttichai Lertkultanon, Jitkomut Songsiri, Arnan Pongrattanakul, 2013, The SICE Annual Conference 2013.

Granger Causality Inference in EEG Source Connectivity Analysis: A State-Space Approach*

Jitkomut Songsiri, Parinthorn Manomaisaowapak, Anawat Nartkulpat, 2020, bioRxiv.

A Review on Dependence Measures in Exploring Brain Networks from fMRI Data

Jitkomut Songsiri, Anupon Pruttiakaravanich, J. Songsiri, 2016 .

Graphical Models of Time Series: Parameter Estimation and Topology Selection

Jitkomut Songsiri, J. Songsiri, 2010 .

L1 norm of high frequency components as a regularization term for compressed sensing reconstruction of image signals

Parichat Sermwuthisarn, Supatana Auethavekiat, Jitkomut Songsiri, 2012, 2012 International Symposium on Intelligent Signal Processing and Communications Systems.

Missing-data imputation for solar irradiance forecasting in Thailand

Jitkomut Songsiri, Vichaya Layanun, Supachai Suksamosorn, 2017, 2017 56th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE).

A review of feature extraction and performance evaluation in epileptic seizure detection using EEG

Krisnachai Chomtho, Jitkomut Songsiri, Apiwat Lek-uthai, 2019, Biomed. Signal Process. Control..

Graphical models of autoregressive processes

Lieven Vandenberghe, Joachim Dahl, Jitkomut Songsiri, 2010, Convex Optimization in Signal Processing and Communications.

State-space model estimation of EEG time series for classifying active brain sources

Jitkomut Songsiri, Nattaporn Plub-in, J. Songsiri, 2018, 2018 11th Biomedical Engineering International Conference (BMEiCON).

Learning multiple granger graphical models via group fused lasso

Jitkomut Songsiri, J. Songsiri, 2015, 2015 10th Asian Control Conference (ASCC).

Learning A Common Granger Causality Network Using A Non-Convex Regularization

Jitkomut Songsiri, Parinthorn Manomaisaowapak, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Critical Comments on EEG Sensor Space Dynamical Connectivity Analysis

Luca Faes, Daniele Marinazzo, Jitkomut Songsiri, 2016, Brain Topography.

Estimation of Granger Causality of State-Space Models using a Clustering with Gaussian Mixture Model

Jitkomut Songsiri, Nattaporn Plub-in, 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC).

Maximum-likelihood estimation of autoregressive models with conditional independence constraints

Lieven Vandenberghe, Joachim Dahl, Jitkomut Songsiri, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Automatic Epileptic Seizure Onset-Offset Detection Based On CNN in Scalp EEG

Jitkomut Songsiri, Apiwat Lek-uthai, Poomipat Boonyakitanont, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Joint learning of multiple Granger causal networks via non-convex regularizations: Inference of group-level brain connectivity pdf

Jitkomut Songsiri, Parinthorn Manomaisaowapak, J. Songsiri, 2021, Neural Networks.

Post-Processing of NWP Forecasts Using Kalman Filtering With Operational Constraints for Day-Ahead Solar Power Forecasting in Thailand

Naebboon Hoonchareon, Jitkomut Songsiri, Supachai Suksamosorn, 2021, IEEE Access.

1 Graphical models of autoregressive processes

Lieven Vandenberghe, Joachim Dahl, Jitkomut Songsiri, 2009 .

A State-Space Identification of Building Temperature System

Jitkomut Songsiri, Natthapol Techaphangam, Chanthawit Anuntasethakul, 2018, 2018 15th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON).

A convex formulation for path analysis in structural equation modeling

Jitkomut Songsiri, Anupon Pruttiakaravanich, 2016, 2016 55th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE).

Projection onto an ℓ 1 -norm Ball with Application to Identiﬁcation of Sparse Autoregressive Models

Jitkomut Songsiri, J. Songsiri, 2011 .