Plant Leaf Image Recognition using Multiple-grid Based Local Descriptor and Dimensionality Reduction Approach. - Thipwimon Chompookham; Sarayut Gonwirat; Siriwiwat Lata; Sirawan Phiphiphatphaisit; Olarik Surinta (ICISS, 2020)

Improving Recognition of Thai Handwritten Characters with Deep Convolutional Neural Networks. - Sarayut Gonwirat; Olarik Surinta (ICISS, 2020)

Instance Segmentation of Water Body from Aerial Image using Mask Region-based Convolutional Neural Network. - Sangdaow Noppitak; Sarayut Gonwirat; Olarik Surinta (ICISS, 2020)

DeblurGAN-CNN: Effective Image Denoising and Recognition for Noisy Handwritten Characters. - Sarayut Gonwirat; Olarik Surinta (IEEE Access, 2022)

A Multiple Response Prediction Model for Dissimilar AA-5083 and AA-6061 Friction Stir Welding Using a Combination of AMIS and Machine Learning. - Rungwasun Kraiklang; Chakat Chueadee; Ganokgarn Jirasirilerd; Worapot Sirirak; Sarayut Gonwirat (Comput., 2023)

Double AMIS-ensemble deep learning for skin cancer classification. - Kanchana Sethanan; Rapeepan Pitakaso; Thanatkij Srichok; Surajet Khonjun; Piyarat Thannipat; Surasak Wanram; Chawis Boonmee; Sarayut Gonwirat; Prem Enkvetchakul; Chutchai Kaewta; Natthapong Nanthasamroeng (Expert Syst. Appl., 2023)

Analyzing Machine Learning Techniques for Air Passenger Numbers Forecasting. - Pornsiri Khumla; Kamthorn Sarawan; Jantima Polpinij; Sarayut Gonwirat; Phoori Chantima; Worapot Sommool (JCSSE, 2024)

Integrating reinforcement learning and metaheuristics for safe and sustainable health tourist trip design problem. - Rapeepan Pitakaso; Kanchana Sethanan; Chen-Fu Chien 001; Thanatkij Srichok; Surajet Khonjun; Natthapong Nanthasamroeng; Sarayut Gonwirat (Appl. Soft Comput., 2024)

Application of AMIS-optimized vision transformer in identifying disease in Nile Tilapia. - Chutchai Kaewta; Rapeepan Pitakaso; Surajet Khonjun; Thanatkij Srichok; Peerawat Luesak; Sarayut Gonwirat; Prem Enkvetchakul; Achara Jutagate; Tuanthong Jutagate (Comput. Electron. Agric., 2024)

Optimization-driven artificial intelligence-enhanced municipal waste classification system for disaster waste management. - Rapeepan Pitakaso; Thanatkij Srichok; Surajet Khonjun; Paulina Golinska-Dawson; Kanchana Sethanan; Natthapong Nanthasamroeng; Sarayut Gonwirat; Peerawat Luesak; Chawis Boonmee (Eng. Appl. Artif. Intell., 2024)

Energy-efficient tugboat scheduling: A hybrid transformer-attention mechanism and artificial multiple intelligence system. - Rapeepan Pitakaso; Kanchana Sethanan; Sarayut Gonwirat; Chen Fu Chien 001; Ming K. Lim 001; Ming-Lang Tseng (Comput. Ind. Eng., 2025)

Optimizing sugarcane bale logistics operations: Leveraging reinforcement learning and artificial multiple intelligence for dynamic multi-fleet management and multi-period scheduling under machine breakdown constraints. - Rapeepan Pitakaso; Kanchana Sethanan; Chettha Chamnanlor; Chen Fu Chien 001; Sarayut Gonwirat; Kongkidakhon Worasan; Ming K. Limg (Comput. Electron. Agric., 2025)

Evaluating Optimal Deep Learning Models for Freshness Assessment of Silver Barb Through Technique for Order Preference by Similarity to Ideal Solution with Linear Programming. - Atchara Choompol; Sarayut Gonwirat; Narong Wichapa; Anucha Sriburum; Sarayut Thitapars; Thanakorn Yarnguy; Noppakun Thongmual; Waraporn Warorot; Kiatipong Charoenjit; Ronnachai Sangmuenmao (Comput., 2025)

Advanced AI techniques for root disease classification in dental X-rays using deep learning and metaheuristic approach. - Prem Enkvetchakul; Surajet Khonjun; Rapeepan Pitakaso; Thanatkij Srichok; Peerawat Luesak; Chutchai Kaewta; Sarayut Gonwirat; Chawis Boonmee; Matus Noowattana; Thitinon Srisuwandee (Intell. Syst. Appl., 2025)

Gamification design using tourist-generated pictures to enhance visitor engagement at intercity tourist sites. - Rapeepan Pitakaso; Surajet Khonjun; Natthapong Nanthasamroeng; Chawis Boonmee; Chutchai Kaewta; Prem Enkvetchakul; Sarayut Gonwirat; Peerawat Chokanat; Ganokgarn Jirasirilerd; Thanatkij Srichok (Ann. Oper. Res., 2025)