Parthana Parthanadee

Hyperparameter Tuning of Machine Learning Algorithms Using Response Surface Methodology: A Case Study of ANN, SVM, and DBN

Warut Pannakkong, Kwanluck Thiwa-anont, Kasidit Singthong et al. · Mathematical Problems in Engineering · 2022 · 95 citations · Full text

Engineering, Machine Learning, Model Tuning +17

Production efficiency improvement in batch production system using value stream mapping and simulation: a case study of the roasted and ground coffee industry

Parthana Parthanadee, Jirachai Buddhakulsomsiri · Production Planning & Control · 2012 · 60 citations

Engineering, Industrial Engineering, Batch Production System +18

Periodic product distribution from multi-depots under limited supplies

Parthana Parthanadee, Rasaratnam Logendran · IIE Transactions · 2006 · 51 citations

Supply Chain Optimization, Engineering, Industrial Engineering +16

Simulation modeling and analysis for production scheduling using real-time dispatching rules: A case study in canned fruit industry

Parthana Parthanadee, Jirachai Buddhakulsomsiri · Computers and Electronics in Agriculture · 2009 · 49 citations

Production Planning, Canned Fruit Industry, Engineering +15

A study of replacement rules for a parallel fleet replacement problem based on user preference utilization pattern and alternative fuel considerations

Parthana Parthanadee, Jirachai Buddhakulsomsiri, Peerayuth Charnsethikul · Computers & Industrial Engineering · 2012 · 32 citations

Demand Management, Engineering, Energy Management +12