Handwritten Character Recognition Using Histograms of Oriented Gradient Features in Deep Learning of Artificial Neural Network. - Suthasinee Iamsa-at; Punyaphol Horata (ICITCS, 2013)

Robust extreme learning machine. - Punyaphol Horata; Sirapat Chiewchanwattana; Khamron Sunat (Neurocomputing, 2013)

Enhancement of online sequential extreme learning machine based on the householder block exact inverse QRD recursive least squares. - Punyaphol Horata; Sirapat Chiewchanwattana; Khamron Sunat (Neurocomputing, 2015)

Ensemble Extreme Learning Machine for Multi-instance Learning. - Songpon Sastrawaha; Punyaphol Horata (ICMLC, 2017)

Enhancement of Artificial Emotional Neural Network Using JAYA Algorithm and the Investigation of Expanded Feature Selected for Wind Power Forecasting. - Suthasinee Iamsa-at; Punyaphol Horata; Khamron Sunat (ICCCM, 2019)

Parallelized Metaheuristic-Ensemble of Heterogeneous Feedforward Neural Networks for Regression Problems. - Pakarat Musikawan; Khamron Sunat; Yanika Kongsorot; Punyaphol Horata; Sirapat Chiewchanwattana (IEEE Access, 2019)

Kernel extreme learning machine based on fuzzy set theory for multi-label classification. - Yanika Kongsorot; Punyaphol Horata; Pakarat Musikawan; Khamron Sunat (Int. J. Mach. Learn. Cybern., 2019)

An Incremental Kernel Extreme Learning Machine for Multi-Label Learning With Emerging New Labels. - Yanika Kongsorot; Punyaphol Horata; Pakarat Musikawan (IEEE Access, 2020)

Bias-Boosted ELM for Knowledge Transfer in Brain Emotional Learning for Time Series Forecasting. - Suthasinee Iamsa-at; Punyaphol Horata; Khamron Sunat (IEEE Access, 2024)

AEMS: Adaptive Ensemble GNNs for Multibehavior Stream Recommendation. - Ritchie Natuan Caibigan; Punyaphol Horata; Pusadee Seresangtakul (IEEE Access, 2025)

Research on Hybrid Architecture Neural Networks for Time Series Prediction. - Fujin Zhuang; Xiao Chen; Punyaphol Horata; Khamron Sunat (IEEE Access, 2025)