Asst.Prof.Dr. CHAKARIDA NUKOOLKIT

Work Affiliations

Strategic Research Themes

Publications

  

  

  

1 of 2

  

  

  

• ● A Feature Engineering Approach to Improve Clustering-Based Persona Generation; Wongabut, T., Ninrutsirikun, et al.; 2025; Conference proceedings article
• ● A systematic review of major evaluation metrics for simulator-based automatic assessment of driving after stroke; Pittawat Taveekitworachai, Gunt Chanmas, Pujana Paliyawan, et al.; 2024; Journal article
• ● Driving assistant using generative AI pre-generated messages in simulator-based driving assessment: A step towards low-cost simulator-based driving assessment; Chanmas G., Taveekitworachai P., You X., et al.; 2024; Journal article
• ● Speed Up! Cost-Effective Large Language Model for ADAS Via Knowledge Distillation; Taveekitworachai P., Suntichaikul P., Nukoolkit C., et al.; 2024; Conference proceedings article
• ● Temporal Collage Prompting: A Cost-Effective Simulator-Based Driving Accident Video Recognition With GPT-4o; Pratch Suntichaikul, Pittawat Taveekitworachai, Chakarida Nukoolkit, et al.; 2024; Conference proceedings article
• ● Driving scenarios and environmental settings in simulator-based driving assessment systems for stroke: a systematic review; Gunt Chanmas, Pittawat Taveekitworachai, Pujana Paliyawan, et al.; 2023; Journal article
• ● Recognizing Fall Risk Factors with Convolutional Neural Network; Sittichai Sukreep; Piyapat Dajpratham; Chakarida Nukoolkit; Siam Yamsaengsung; Thanapong Khajontantichaikun; , Pornchai Mongkolnam, Saichon Jaiyen, et al.; 2023; Conference proceedings article
• ● EXTENSION OF TRANSCRIPTIONAL REGULATOR RESOURCE IN CASSAVA BY MACHINE LEARNING BASED MODELING; Treenut Saithong*, Bhukrit Ruengsrichaiya, Saowalak Kalapanulak, et al.; 2022; Conference proceedings article
• ● Plant-DTI: Extending the landscape of TF protein and DNA interaction in plants by a machine learning-based approach; Bhukrit Ruengsrichaiya, Chakarida Nukoolkit, Saowalak Kalapanulak, et al.; 2022; Journal article
• ● A 3D-CNN Siamese Network for Motion Gesture Sign Language Alphabets Recognition; Jirathampradub H., Nukoolkit C., Suriyathumrongkul K., et al.; 2020; Conference proceedings article
• ● Indoor position detection using smartwatch and beacons; Sittichai Sukreep, Chakarida Nukoolkit, and Pornchai Mongkolnam; 2020; Journal article
• ● Daily Stress and Mood Recognition System Using Deep Learning and Fuzzy Clustering for Promoting Better Well-Being; Lawanot W., Inoue M., Yokemura T., et al.; 2019; Journal article
• ● Daily stress recognition system using activity tracker and smartphone based on physical activity and heart rate data; Lawanont W., Mongkolnam P., Nukoolkit C., et al.; 2019; Journal article
• ● Recognizing falls, daily activities, and health monitoring by smart devices; Sukreep S., Elgazzar K., Chu C.H., et al.; 2019; Journal article
• ● A multiple-stage classification of fall motions using kinect camera; Patsadu O., Watanapa B., Nukoolkit C.; 2018; Conference proceedings article
• ● Fall Motion Detection with Fall Severity Level Estimation by Mining Kinect 3D Data Stream; Patsadu, O; Watanapa, B; Dajpratham, et al.; 2018; Journal article
• ● Neck posture monitoring system based on image detection and smartphone sensors using the prolonged usage classification concept; Lawanont W., Inoue M., Mongkolnam P., et al.; 2018; Journal article
• ● Post-Fall Intelligence Supporting Fall Severity Diagnosis Using Kinect Sensor; Watanapa B., Patsadu O., Dajpratham P., et al.; 2018; Journal article
• ● Smart bedroom for the elderly with gesture and posture analyses using Kinect; Pornchai Mongkolnam, Yoottana Booranrom, Bunthit Watanapa, et al.; 2017; Journal article
• ● Data mining approach for automatic discovering success factors relationship statements in full text articles; Krathu W., Padungweang P., Nukoolkit C.; 2016; Conference proceedings article

Expertise