Saichon Jaiyen

发表

A new ensemble model based on linear mapping, nonlinear mapping, and probability theory for classification problems

Anusorn Charleonnan, Saichon Jaiyen, 2015, 2015 12th International Joint Conference on Computer Science and Software Engineering (JCSSE).

A Versatile Hyper-Ellipsoidal Basis Function for Function Approximation in High Dimensional Space

Suphakant Phimoltares, Chidchanok Lursinsap, Saichon Jaiyen, 2009, ISNN.

A Deep Learning Model for Predicting Buy and Sell Recommendations in Stock Exchange of Thailand using Long Short-Term Memory

Saichon Jaiyen, Thaloengpattarakoon Sanboon, Kamol Keatruangkamala, 2019, 2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS).

A New Streaming Learning for Stream Chunk Data Classification Based on Incremental Learning and Adaptive Boosting Algorithm

Saichon Jaiyen, Niphat Claypo, Anantaporn Hanskunatai, 2017, IC2IT.

Edited audio detection using ensemble learning

Saichon Jaiyen, Takdanai Suwan, Rungrat Wiangsripanawan, 2015, 2015 7th International Conference on Knowledge and Smart Technology (KST).

A Deep Learning Model for Odor Classification Using Deep Neural Network

Kulsawasd Jitkajornwanich, Saichon Jaiyen, Boonyawee Grodniyomchai, 2019, 2019 5th International Conference on Engineering, Applied Sciences and Technology (ICEAST).

One-Pass-Throw-Away Learning Algorithm Based on Hybridization of LDA and PCA

Suphakant Phimoltares, Chidchanok Lursinsap, Saichon Jaiyen, 2013, 2013 International Conference on Information Science and Applications (ICISA).

Web content extraction based on subject detection and node density

Saichon Jaiyen, Warid Petprasit, 2015, 2015 7th International Conference on Knowledge and Smart Technology (KST).

A Hybrid of Shallow and Deep Learning for Odor Classification Based on Adaptive Boosting

Kulsawasd Jitkajornwanich, Saichon Jaiyen, Boonyawee Grodniyomchai, 2019, 2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE).

ConvXGB: A new deep learning model for classification problems based on CNN and XGBoost

Saichon Jaiyen, Anantachai Padcharoen, Setthanun Thongsuwan, 2020 .

A hybrid ensemble of machine and statistical learning using confidence-based boosting

Saichon Jaiyen, Nattawut Chairatanasongporn, 2015, 2015 7th International Conference on Information Technology and Electrical Engineering (ICITEE).

Opinion mining for Thai restaurant reviews using neural networks and mRMR feature selection

Saichon Jaiyen, Niphat Claypo, 2014, 2014 International Computer Science and Engineering Conference (ICSEC).

Hybrid ensembles of decision trees and Bayesian network for class imbalance problem

Saichon Jaiyen, Pumitara Ruangthong, S. Jaiyen, 2016, 2016 8th International Conference on Knowledge and Smart Technology (KST).

A Very Fast Neural Learning for Classification Using Only New Incoming Datum

Suphakant Phimoltares, Chidchanok Lursinsap, Saichon Jaiyen, 2010, IEEE Transactions on Neural Networks.

Automatic keyword selection for sentiment analysis using class dependency and dissimilarity

Saichon Jaiyen, Niphat Claypo, 2016, 2016 13th International Joint Conference on Computer Science and Software Engineering (JCSSE).

sEMG signal classification using SMO algorithm and singular value decomposition

Saichon Jaiyen, Yotsapat Ruangpaisarn, 2015, 2015 7th International Conference on Information Technology and Electrical Engineering (ICITEE).

Bank direct marketing analysis of asymmetric information based on machine learning

Saichon Jaiyen, Pumitara Ruangthong, S. Jaiyen, 2015, 2015 12th International Joint Conference on Computer Science and Software Engineering (JCSSE).

Air Quality Assessment Based on Landsat 8 Images Using Supervised Machine Learning Techniques

Kulsawasd Jitkajornwanich, Siam Lawawirojwong, Panu Srestasathiern, 2020, 2020 17th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON).

Fast Learning and Testing for Imbalanced Multi-Class Changes in Streaming Data by Dynamic Multi-Stratum Network

Suphakant Phimoltares, Chidchanok Lursinsap, Saichon Jaiyen, 2017, IEEE Access.

A New Hybrid Machine Learning for Cybersecurity Threat Detection Based on Adaptive Boosting

Saichon Jaiyen, Ployphan Sornsuwit, S. Jaiyen, 2019, Appl. Artif. Intell..

E-commerce web page classification based on automatic content extraction

Saichon Jaiyen, Warid Petprasit, S. Jaiyen, 2015, 2015 12th International Joint Conference on Computer Science and Software Engineering (JCSSE).

A Deep Single-Pass Learning for Optical Recognition of Handwritten Digits

Saichon Jaiyen, Setthanun Thongsuwan, 2019 .

Opinion mining for thai restaurant reviews using K-Means clustering and MRF feature selection

Saichon Jaiyen, Niphat Claypo, S. Jaiyen, 2015, 2015 7th International Conference on Knowledge and Smart Technology (KST).

One-pass-throw-away learning for cybersecurity in streaming non-stationary environments by dynamic stratum network

Suphakant Phimoltares, Chidchanok Lursinsap, Saichon Jaiyen, 2018, PloS one.

Thai Voice Recognition for Controlling Electrical appliances Using Long Short-Term Memory

Saichon Jaiyen, Anantaporn Hanskunatai, Wuttichai Saheaw, 2020, 2020 IEEE 7th International Conference on Industrial Engineering and Applications (ICIEA).

Intrusion detection model based on ensemble learning for U2R and R2L attacks

Saichon Jaiyen, Ployphan Sornsuwit, 2015, 2015 7th International Conference on Information Technology and Electrical Engineering (ICITEE).