Enhancing Supervised Model Performance in Credit Risk Classification Using Sampling Strategies and Feature Ranking
Wattanakitrungroj, Niwan, Wijitkajee, Pimchanok, Jaiyen, Saichon, Sathapornvajana, Sunisa, Tongman, Sasiporn
Published in Big data and cognitive computing (01.03.2024)
Published in Big data and cognitive computing (01.03.2024)
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Journal Article
Enhancing risk communication and environmental crisis management through satellite imagery and AI for air quality index estimation
Jitkajornwanich, Kulsawasd, Vijaranakul, Nattadet, Jaiyen, Saichon, Srestasathiern, Panu, Lawawirojwong, Siam
Published in MethodsX (01.06.2024)
Published in MethodsX (01.06.2024)
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Journal Article
ConvXGB: A new deep learning model for classifi cation problems based on CNN and XGBoost
Setthanun Thongsuwan, Saichon Jaiyen, Anantachai Padcharoen, agarwal
Published in Nuclear engineering and technology (01.02.2021)
Published in Nuclear engineering and technology (01.02.2021)
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Journal Article
A Very Fast Neural Learning for Classification Using Only New Incoming Datum
Jaiyen, S., Lursinsap, C., Phimoltares, S.
Published in IEEE transactions on neural networks (01.03.2010)
Published in IEEE transactions on neural networks (01.03.2010)
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Journal Article
Improving OpenAI's Whisper Model for Transcribing Homophones in Legal News
Siriket, Lattapon, Jitkajornwanich, Kulsawasd, Jaiyen, Saichon, Intakosum, Sarun
Published in 2024 10th International Conference on Engineering, Applied Sciences, and Technology (ICEAST) (01.05.2024)
Published in 2024 10th International Conference on Engineering, Applied Sciences, and Technology (ICEAST) (01.05.2024)
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Conference Proceeding
Automated Ensemble Deep Learning for Chest X-Ray Covid-19 Image Classification Using Multiple Hyperparameter Optimizations
Mudaser, Muhibullah, Krathu, Worarat, Jaiyen, Saichon
Published in 2023 27th International Computer Science and Engineering Conference (ICSEC) (14.09.2023)
Published in 2023 27th International Computer Science and Engineering Conference (ICSEC) (14.09.2023)
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Conference Proceeding
Question Classification for Thai Conversational Chatbots Using Artificial Neural Networks and Multilingual BERT Models
Thananukhun, Kit, Jaiyen, Saichon, Jitkajornwanich, Kulsawasd, Hanskunatai, Anantaporn
Published in 2023 15th International Conference on Knowledge and Smart Technology (KST) (21.02.2023)
Published in 2023 15th International Conference on Knowledge and Smart Technology (KST) (21.02.2023)
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Conference Proceeding
Price Trend Forecasting of Cryptocurrency Using Multiple Technical Indicators and SHAP
Pichaiyuth, Pongsathorn, Termnuphan, Puwa, Triyason, Tuul, Rojanapornpun, Olarn, Jaiyen, Saichon
Published in 2023 20th International Joint Conference on Computer Science and Software Engineering (JCSSE) (28.06.2023)
Published in 2023 20th International Joint Conference on Computer Science and Software Engineering (JCSSE) (28.06.2023)
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Conference Proceeding
Opinion mining for thai restaurant reviews using K-Means clustering and MRF feature selection
Claypo, Niphat, Jaiyen, Saichon
Published in 2015 7th International Conference on Knowledge and Smart Technology (KST) (01.01.2015)
Published in 2015 7th International Conference on Knowledge and Smart Technology (KST) (01.01.2015)
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Conference Proceeding
A Deep Learning Model for Predicting Buy and Sell Recommendations in Stock Exchange of Thailand using Long Short-Term Memory
Sanboon, Thaloengpattarakoon, Keatruangkamala, Kamol, Jaiyen, Saichon
Published in 2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS) (01.02.2019)
Published in 2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS) (01.02.2019)
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Conference Proceeding