| Multiobjective optimization model for sustainable waste management network design S Olapiriyakul, W Pannakkong, W Kachapanya, S Starita Journal of Advanced Transportation 2019 (1), 3612809, 2019 | 42 | 2019 |
| Hyperparameter tuning of machine learning algorithms using response surface methodology: a case study of ANN, SVM, and DBN W Pannakkong, K Thiwa-Anont, K Singthong, P Parthanadee, ... Mathematical problems in engineering 2022 (1), 8513719, 2022 | 38 | 2022 |
| Prediction models of starch content in fresh cassava roots for a tapioca starch manufacturer in Thailand J Buddhakulsomsiri, P Parthanadee, W Pannakkong Computers and electronics in agriculture 154, 296-303, 2018 | 25 | 2018 |
| Forecasting daily electricity consumption in Thailand using regression, artificial neural network, support vector machine, and hybrid models W Pannakkong, T Harncharnchai, J Buddhakulsomsiri Energies 15 (9), 3105, 2022 | 16 | 2022 |
| A novel hybridization of arima, ann, and k-means for time series forecasting W Pannakkong, VH Pham, VN Huynh International Journal of Knowledge and Systems Science (IJKSS) 8 (4), 30-53, 2017 | 16 | 2017 |
| Resource management framework using simulation modeling and multi-objective optimization: a case study of a front-end department of a public hospital in Thailand T Tanantong, W Pannakkong, N Chemkomnerd BMC Medical Informatics and Decision Making 22 (1), 10, 2022 | 14 | 2022 |
| An ensemble model of arima and ann with restricted boltzmann machine based on decomposition of discrete wavelet transform for time series forecasting W Pannakkong, S Sriboonchitta, VN Huynh Journal of Systems Science and Systems Engineering 27, 690-708, 2018 | 14 | 2018 |
| ARIMA versus artificial neural network for Thailand’s cassava starch export forecasting W Pannakkong, VN Huynh, S Sriboonchitta Causal Inference in Econometrics, 255-277, 2016 | 13 | 2016 |
| A novel hybrid autoregressive integrated moving average and artificial neural network model for cassava export forecasting W Pannakkong, VN Huynh, S Sriboonchitta International Journal of Computational Intelligence Systems 12 (2), 1047-1061, 2019 | 8 | 2019 |
| A Hybrid Model of VMD-EMD-FFT, Similar Days Selection Method, Stepwise Regression, and Artificial Neural Network for Daily Electricity Peak Load Forecasting L Aswanuwath, W Pannakkong, J Buddhakulsomsiri, J Karnjana, ... Energies 16 (4), 1860, 2023 | 6 | 2023 |
| A Computer Vision-Based Model for Automatic Motion Time Study. J Ji, W Pannakkong, J Buddhakulsomsiri Computers, Materials & Continua 73 (2), 2022 | 6 | 2022 |
| Motion time study with convolutional neural network J Ji, W Pannakkong, PD Tai, C Jeenanunta, J Buddhakulsomsiri Integrated Uncertainty in Knowledge Modelling and Decision Making: 8th …, 2020 | 6 | 2020 |
| Forecasting medium-term electricity demand in Thailand: Comparison of ANN, SVM, DBN, and their ensembles W Pannakkong, L Aswanuwath, J Buddhakulsomsiri, C Jeenanunta, ... 2019 17th International Conference on ICT and Knowledge Engineering (ICT&KE …, 2019 | 5 | 2019 |
| A Hybrid Model of ARIMA, ANNs and k-Means Clustering for Time Series Forecasting W Pannakkong, VH Pham, VN Huynh Integrated Uncertainty in Knowledge Modelling and Decision Making: 5th …, 2016 | 5 | 2016 |
| Impacts of harvesting age and pricing schemes on economic sustainability of cassava farmers in Thailand under market uncertainty W Pannakkong, P Parthanadee, J Buddhakulsomsiri Sustainability 14 (13), 7768, 2022 | 4 | 2022 |
| Application of association rule algorithm to industrial safety data mining J Buddhakulsomsiri, W Pannakkong, S Nanthavanij International Journal of Industrial and Systems Engineering 21 (4), 415-437, 2015 | 4 | 2015 |
| A Hybrid Model of ARIMA and ANN with Discrete Wavelet Transform for Time Series Forecasting W Pannakkong, VN Huynh Modeling Decisions for Artificial Intelligence: 14th International …, 2017 | 3 | 2017 |
| Logistics Cost Estimation and Analysis for Exporting Green bean from Indonesia to Singapore F Romadlon, J Buddhakulsomsiri, P Parthanadee, W Pannakkong Journal of Food Science and Agricultural Technology (JFAT) 1, 47-53, 2015 | 3 | 2015 |
| A study of a single-period model for the parallel fleet replacement problem E Laksuwong, W Pannakkong, P Parthanadee, J Buddhakulsomsiri Applied Mechanics and Materials 619, 364-370, 2014 | 3 | 2014 |
| A Reinforcement Learning Approach for Ensemble Machine Learning Models in Peak Electricity Forecasting W Pannakkong, VT Vinh, NNM Tuyen, J Buddhakulsomsiri Energies 16 (13), 5099, 2023 | 2 | 2023 |
