Jitkomut Songsiri

About Jitkomut Songsiri

Jitkomut Songsiri, With an exceptional h-index of 12 and a recent h-index of 10 (since 2020), a distinguished researcher at Chulalongkorn University, specializes in the field of causality of time series, convex optimization, system identification, renewable energy forecasting.

His recent articles reflect a diverse array of research interests and contributions to the field:

Overview of optimization concepts

Convex Optimization

Quadratic programming

Coordinate descent

Linear Programming

Proximal methods

Regularization techniques

Gradient methods in mechine learning

Jitkomut Songsiri Information

University

Position

Associate Professor of Electrical Engineering

Citations(all)

851

Citations(since 2020)

648

Cited By

365

hIndex(all)

12

hIndex(since 2020)

10

i10Index(all)

14

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Jitkomut Songsiri Skills & Research Interests

causality of time series

convex optimization

system identification

renewable energy forecasting

Top articles of Jitkomut Songsiri

Title

Journal

Author(s)

Publication Date

Overview of optimization concepts

Jitkomut Songsiri

2023/8/28

Convex Optimization

Vivek S Borkar

KS Mallikarjuna Rao

2023/6/27

Quadratic programming

Practical Optimization Methods: With Mathematica® Applications

M Asghar Bhatti

M Asghar Bhatti

2000

Coordinate descent

Course Convex Optimization

Ryan Tibshirani

2015

Linear Programming

SMS Islam

2008/10

Proximal methods

Jitkomut Songsiri

2023/12/30

Regularization techniques

Jitkomut Songsiri

2023/1/27

Gradient methods in mechine learning

Jitkomut Songsiri

2023/12/29

Disruption of white matter integrity and its relationship with cognitive function in non-severe traumatic brain injury

Frontiers in Neurology

Aimi Nadhiah Abdullah

Asma Hayati Ahmad

Rahimah Zakaria

Sofina Tamam

Aini Ismafairus Abd Hamid

...

2022/10/11

System Identification

Jitkomut Songsiri

2022

An ICA-based framework for joint analysis of cognitive scores and MEG event-related fields

Poomipat Boonyakitanont

Ben Gabrielson

Irina Belyaeva

Parthan Olikkal

Jitkomut Songsiri

...

2022/7/11

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

Neural Networks

Parinthorn Manomaisaowapak

Jitkomut Songsiri

2022/5/1

Neural alterations in working memory of mild‐moderate TBI: An fMRI study in Malaysia

Journal of Neuroscience Research

Wen Jia Chai

Aini Ismafairus Abd Hamid

Hazim Omar

Muhammad Riddha Abdul Rahman

Diana Noma Fitzrol

...

2022/4

Alteration in the functional organization of the default mode network following closed non-severe traumatic brain injury

Frontiers in Neuroscience

Muhammad Riddha Abdul Rahman

Aini Ismafairus Abd Hamid

Nor Azila Noh

Hazim Omar

Wen Jia Chai

...

2022/3/28

ScoreNet: a Neural network-based post-processing model for identifying epileptic seizure onset and offset in EEGs

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Poomipat Boonyakitanont

Apiwat Lek-Uthai

Jitkomut Songsiri

2021/11/19

Post-processing of NWP forecasts using Kalman filtering with operational constraints for day-ahead solar power forecasting in Thailand

IEEE Access

Supachai Suksamosorn

Naebboon Hoonchareon

Jitkomut Songsiri

2021/7/26

Granger causality inference in EEG source connectivity analysis: a state-space approach

IEEE Transactions on Neural Networks and Learning Systems

Parinthorn Manomaisaowapak

Anawat Nartkulpat

Jitkomut Songsiri

2021/7/26

Thailand Solar Map

Sararut Pranonsatid

Jitkomut Songsiri

2021/2/23

CU-BEMS, smart building electricity consumption and indoor environmental sensor datasets

Scientific Data

Manisa Pipattanasomporn

Gopal Chitalia

Jitkomut Songsiri

Chaodit Aswakul

Wanchalerm Pora

...

2020/7/20

Automatic epileptic seizure onset-offset detection based on CNN in scalp EEG

Poomipat Boonyakitanont

Apiwat Lek-Uthai

Jitkomut Songsiri

2020/5/4

See List of Professors in Jitkomut Songsiri University(Chulalongkorn University)