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Warut Pannakkong
Warut Pannakkong
Sirindhorn International Institute of Technology, Thammasat University
Dirección de correo verificada de siit.tu.ac.th
Título
Citado por
Citado por
Año
Multiobjective optimization model for sustainable waste management network design
S Olapiriyakul, W Pannakkong, W Kachapanya, S Starita
Journal of Advanced Transportation 2019, 2019
412019
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, 1-17, 2022
382022
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
252018
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
162017
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
152022
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
142022
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
142018
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
132016
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
82019
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
62023
A Computer Vision-Based Model for Automatic Motion Time Study.
J Ji, W Pannakkong, J Buddhakulsomsiri
Computers, Materials & Continua 73 (2), 2022
62022
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
62020
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
52019
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
52016
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
42015
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
32022
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
32017
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
32015
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
32014
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
22023
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