Publications

Journal

• Nuankaew, W., Doenribram, D., Jareanpon, C., Nuankaew, P. and Thanarat, P. (2023). A new probabilistic weighted voting model for depressive disorder classification from captions and colors of images. ICIC Express Letters, 17(5), 531-540. doi: 10.24507/icicel.17.05.531. (Scopus Q3)
• Khamket, T. and Polpinij, J. (2023). Automatically Correcting Noisy Labels for Improving Quality of Training Set in Domain-specific Sentiment Classification. Current Applied Science and Technology, 23(2), doi: 10.55003/cast.2022.02.23.006. (Scopus Q4)
• Nuankaew, W., Nuankaew, P., Doenribram, D. and Jareanpon, C. (2023). Weighted Voting Ensemble for Depressive Disorder Analysis with Multi-objective Optimization. Current Applied Science and Technology, 23(1), doi: 10.55003/cast.2022.01.23.015. (Scopus Q4)
• Sangkatip, W. and Chomphuwiset, P. (2023). Improving Multi-label Classification using Feature Reconstruction Methods. Current Applied Science and Technology, 23(1), doi: 10.55003/cast.2022.01.23.013 (Scopus Q4)
• Boonsirisumpun, N. and Surinta, O. (2022). Ensemble Multiple CNNs methods with partial Training Set for Vehicle Image Classification. Science, Engineering and Health Studies, 16, 22020001. doi: 10.14456/sehs.2022.12 (Scopus Q4)
• Gonwirat, S. and Surinta, O. (2022). DeblurGAN-CNN: Effective Image Denoising and Recognition for Noisy Handwritten Characters. IEEE Access, 10, 90133-90148. doi: 10.1109/ACCESS.2022.3201560. (ISI Q2, Impact factor 3.367)
• Noppitak, S. and Surinta, O. (2022). dropCyclic: Snapshot Ensemble Convolutional Neural Network Based on a New Learning Rate Schedule for Land Use Classification, IEEE Access, 10, 60725-60737. doi: 10.1109/ACCESS.2022.3180844(ISI Q2, Impact factor 3.367)
• Getsopon, W. and Surinta, O. (2022). Fusion Lightweight Convolutional Neural Networks and Sequence Learning Architectures for Violence Classification, ICIC Express Letters, Part B: Applications, 13(10), 1027-1035. doi: 10.24507/icicelb.13.10.1027. (Scopus Q3)
• Lata, S., Phiphitphatphaisit, S., Gonwirat, S. and Surinta, O. (2022). Dynamic Fingerspelling Recognition from Video Using Deep Learning Approach: From Detection to Recognition, ICIC Express Letters, Part B: Applications, 13(9), 949-957. doi: 10.24507/icicelb.13.09.949 (Scopus Q3)
• Enkvetchakul, P. and Surinta, O. (2022). Effective Data Augmentation and Training Techniques for Improving Deep Learning in Plant Leaf Disease Recognition. Applied Science and Engineering Progress. 15(3), 1-12. doi: 10.14416/j.asep.2021.01.003 (Scopus Q3)
• Gonwirat, S. and Surinta, O. (2022). CycleAugment: Efficient Data Augmentation Strategy for Handwritten Text Recognition in Historical Document Images. Engineering and Applied Science Research, 49(4), 505-520. (Scopus Q4)
• Lata, S. and Surinta, O. (2022). An End-to-End Thai Fingerspelling Recognition Framework with Deep Convolutional Neural Networks, ICIC Express Letters, 16(5), 529-536. doi: 10.24507/icicel.16.05.529 (Scopus Q3)
• Enkvetchakul, P. and Surinta, O. (2022). Ensemble of Lightweight Convolutional Neural Networks for Plant Leaf Disease Recognition, ICIC Express Letters, 16(5), 521-528. doi: 10.24507/icicel.16.05.521(Scopus Q3)
• Boonsirisumpun, N. and Surinta, O. (2022). Fast and Accurate Deep Learning Architecture on Vehicle Type Recognition. Current Applied Science and Technology, 22(1) (January-February 2022), 1-16. doi: 10.55003/cast.2022.01.22.001 (Scopus Q4)
• Phiphiphatphaisit, S. and Surinta, O. (2021). Deep Feature Extraction Technique Based on Conv1D and LSTM Network for Food Image Recognition, Engineering and Applied Science Research, 48(5), 581-592. (Scopus Q3)
• Chaisoong, U., Tirakoat, S., and Jareanpon, C. (2021). Tourist Information-Seeking Behaviours Using Association Rule Mining. ICI Express Letters, 15(9), 915-923. doi: 10.24507/icicel.15.09.91 (Scopus Q3)
• Chompookham, T. and Surinta, O. (2021). Ensemble Methods with Deep Convolutional Neural Networks for Plant Leaf Recognition. ICIC Express Letters, 15(6), 553-565. doi: 10.24507/icicel.15.06.553 (Scopus Q3)
• Noppitak, S. and Surinta, O. (2021). Ensemble Convolutional Network Architectures for Land Use Classification in Economic Crops Aerial Images. ICIC Express Letters, 15(6), 531-543. doi: 10.24507/icicel.15.06.531 (Scopus Q3)

Proceeding

• Sangkatip, W. and Phuboon-ob, J. (2020). Non-Communicable Diseases Classification Using Multi-Label Learning Techniques. in Information Technology (InCIT), The 5th International Conference on. 1-5. https://doi.org/10.1109/InCIT50588.2020.9310978, slide, video,
• Chaisoong, U. and Tirakoat, S. (2020). The Clustering of Questions Affect to Tourist’s Decision Making for Chatbot Design. in Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), The 17th International Conference on. 784-787. https://doi.org/10.1109/ECTI-CON49241.2020.9158069, slide
• Nuankaew, W. and Thongkam, J. (2020). Improving Student Academic Performance Prediction Models using Feature Selection, in Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), The 17th International Conference on. 392-395. https://doi.org/10.1109/ECTI-CON49241.2020.9158286, slide
• Gonwirat, S. and Surinta, O. (2020). Improving Recognition of Thai Handwritten Characters with Deep Convolutional Neural Networks, in Information Science and System (ICISS), The 3rd International Conference on, 82-87. https://doi.org/10.1145/3388176.3388181,  slide, video
• Noppitak, S., Gonwirat, S. and Surinta, O. (2020). Instance Segmentation of Water Body from Aerial Image using Mask Region-based Convolutional Neural Network, in Information Science and System (ICISS), The 3rd International Conference on, 61-66.  https://doi.org/10.1145/3388176.3388184, slide, video
• Chompookham, T., Gonwirat, S., Lata, S., Phiphiphatphaisit, S. and Surinta, O. (2020). Plant Leaf Image Recognition using Multiple-grid Based Local Descriptor and Dimensionality Reduction Approach, in Information Science and System (ICISS), The 3rd International Conference on, 72-77. https://doi.org/10.1145/3388176.3388180, slide, video
• Phiphiphatphaisit, S. and Surinta, O. (2020). Food Image Classification with Improved MobileNet Architecture and Data Augmentation, in Information Science and System (ICISS), The 3rd International Conference on, 51-56. https://doi.org/10.1145/3388176.3388179, slide, video