Varin Chouvatut

FLEX-SMOTE: Synthetic over-sampling technique that flexibly adjusts to different minority class distributions

Chumphol Bunkhumpornpat, Ekkarat Boonchieng, Varin Chouvatut et al. · Patterns · 2024 · 32 citations · Full text

Classification Method, Engineering, Machine Learning +8

2D Facial Expression and Movement of Motion for Pain Identification With Deep Learning Methods

Kornprom Pikulkaew, Waraporn Boonchieng, Ekkarat Boonchieng et al. · IEEE Access · 2021 · 19 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Under-sampling by algorithm with performance guaranteed for class-imbalance problem

Wattana Jindaluang, Varin Chouvatut, Sanpawat Kantabutra · 2014 · 18 citations

Mathematical Programming, Class-imbalance Problem, Data Classification +15

Video-Based Sign Language Recognition via ResNet and LSTM Network

Jiayu Huang, Varin Chouvatut · Journal of Imaging · 2024 · 18 citations · Full text

SARIMA Model Forecasting Performance of the COVID-19 Daily Statistics in Thailand during the Omicron Variant Epidemic

Khanita Duangchaemkarn, Waraporn Boonchieng, Phongtape Wiwatanadate et al. · Healthcare · 2022 · 14 citations · Full text

Forecasting Methodology, Epidemiological Dynamic, Covid-19 Epidemiology +17