Jirachai Buddhakulsomsiri

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 · 98 citations · Full text

Computing, Computer Science, Food Science +17

Properties of multi-mode resource-constrained project scheduling problems with resource vacations and activity splitting

Jirachai Buddhakulsomsiri, David Kim · European Journal of Operational Research · 2005 · 95 citations

Management, Industrial Engineering, Operations Management +11

Priority rule-based heuristic for multi-mode resource-constrained project scheduling problems with resource vacations and activity splitting

Jirachai Buddhakulsomsiri, David Kim · European Journal of Operational Research · 2006 · 89 citations

Management, Industrial Engineering, Operations Management +14

Association rule-generation algorithm for mining automotive warranty data

Jirachai Buddhakulsomsiri, Y. Siradeghyan, Armen Zakarian et al. · International Journal of Production Research · 2006 · 64 citations

Computing, Automotive Engineering, Data Science +15

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 · 61 citations

Engineering, Industrial Engineering, Operations Management +17