Jer-Guang Hsieh

According to our database, Jer-Guang Hsieh authored at least 39 papers between 1996 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Twitter Sentiment Analysis towards COVID-19 Vaccines in the Philippines Using Naïve Bayes.

Charlyn Nayve Villavicencio, Julio Jerison Macrohon, Xavier Alphonse Inbaraj, Jyh-Horng Jeng, Jer-Guang Hsieh

Inf., 2021

COVID-19 Prediction Applying Supervised Machine Learning Algorithms with Comparative Analysis Using WEKA.

Charlyn Nayve Villavicencio, Julio Jerison Macrohon, Xavier Alphonse Inbaraj, Jyh-Horng Jeng, Jer-Guang Hsieh

Algorithms, 2021

Support Vector Machine Modelling for COVID-19 Prediction based on Symptoms using R Programming Language.

Charlyn Nayve Villavicencio, Jyh-Horng Jeng, Jer-Guang Hsieh

Proceedings of the MLMI 2021: The 4th International Conference on Machine Learning and Machine Intelligence, Hangzhou, China, September 17, 2021

2020

Emergency department disposition prediction using a deep neural network with integrated clinical narratives and structured data.

Chien-Hua Chen, Jer-Guang Hsieh, Shu-Ling Cheng, Yih-Lon Lin, Po-Hsiang Lin, Jyh-Horng Jeng

Int. J. Medical Informatics, 2020

Robust Multi-Class Classification Using Linearly Scored Categorical Cross-Entropy.

Chien-Hua Chen, Po-Hsiang Lin, Jer-Guang Hsieh, Shu-Ling Cheng, Jyh-Horng Jeng

Proceedings of the 3rd IEEE International Conference on Knowledge Innovation and Invention, 2020

2019

A Study on Combined CNN-SVM Model for Visual Object Recognition.

Fengyu Gao, Jer-Guang Hsieh, Jyh-Horng Jeng

J. Inf. Hiding Multim. Signal Process., 2019

Single index fuzzy neural networks using locally weighted polynomial regression.

Jer-Guang Hsieh, Jyh-Horng Jeng, Yih-Lon Lin, Ying-Sheng Kuo

Fuzzy Sets Syst., 2019

Primary study on single index artificial neural networks based on penalized regression splines.

Jer-Guang Hsieh, Jyh-Horng Jeng, Ying-Sheng Kuo

Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2019

2017

NXOR- or XOR-based robust template decomposition for cellular neural networks implementing an arbitrary Boolean function via support vector classifiers.

Yih-Lon Lin, Jer-Guang Hsieh, Ying-Sheng Kuo, Jyh-Horng Jeng

Neural Comput. Appl., 2017

2016

PCA image coding with iterative clustering.

Chih-Wen Wang, Wei-Sheng Yang, Jyh-Horng Jeng, Jer-Guang Hsieh

Multidimens. Syst. Signal Process., 2016

2015

Training neural networks via simplified hybrid algorithm mixing Nelder-Mead and particle swarm optimization methods.

Shih-Hui Liao, Jer-Guang Hsieh, Jyh-Yeong Chang, Chin-Teng Lin

Soft Comput., 2015

On least trimmed squares neural networks.

Yih-Lon Lin, Jer-Guang Hsieh, Jyh-Horng Jeng, Wen-Chin Cheng

Neurocomputing, 2015

A repartition method improving visual quality for PCA image coding.

Chih-Wen Wang, Jyh-Horng Jeng, Jer-Guang Hsieh

Appl. Soft Comput., 2015

2014

Robust decomposition with guaranteed robustness for cellular neural networks implementing an arbitrary Boolean function.

Yih-Lon Lin, Jer-Guang Hsieh, Jyh-Horng Jeng

Neurocomputing, 2014

2012

Study on semiparametric Wilcoxon fuzzy neural networks.

Hsu-Kun Wu, Yih-Lon Lin, Jer-Guang Hsieh, Jyh-Horng Jeng

Soft Comput., 2012

2011

Three-parameter sequential minimal optimization for support vector machines.

Yih-Lon Lin, Jer-Guang Hsieh, Hsu-Kun Wu, Jyh-Horng Jeng

Neurocomputing, 2011

2010

On maximum likelihood fuzzy neural networks.

Hsu-Kun Wu, Jer-Guang Hsieh, Yih-Lon Lin, Jyh-Horng Jeng

Fuzzy Sets Syst., 2010

Study on least trimmed squares fuzzy neural networks.

Hsu-Kun Wu, Jer-Guang Hsieh, Ker-Wei Yu

Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

Study on kernel-based Wilcoxon classifiers.

Hsu-Kun Wu, Jer-Guang Hsieh, Yih-Lon Lin

Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

2009

Study on Huber Fractal Image Compression.

Jyh-Horng Jeng, Chun-Chieh Tseng, Jer-Guang Hsieh

IEEE Trans. Image Process., 2009

Active contour model via multi-population particle swarm optimization.

Chun-Chieh Tseng, Jer-Guang Hsieh, Jyh-Horng Jeng

Expert Syst. Appl., 2009

2008

Preliminary Study on Wilcoxon Learning Machines.

Jer-Guang Hsieh, Yih-Lon Lin, Jyh-Horng Jeng

IEEE Trans. Neural Networks, 2008

Fractal image compression using visual-based particle swarm optimization.

Chun-Chieh Tseng, Jer-Guang Hsieh, Jyh-Horng Jeng

Image Vis. Comput., 2008

Global exponential stability for uncertain bidirectional associative memory neural networks with multiple time-varying delays <i>via</i> LMI approach.

Ruey-Shyan Gau, Jer-Guang Hsieh, Chang-Hua Lien

Int. J. Circuit Theory Appl., 2008

A particle swarm optimization approach to nonlinear rational filter modeling.

Yih-Lon Lin, Wei-Der Chang, Jer-Guang Hsieh

Expert Syst. Appl., 2008

2007

Robust Template Decomposition with Restricted Weights for Cellular Neural Networks Implementing an Arbitrary Boolean Function.

Yih-Lon Lin, Jer-Guang Hsieh, Jyh-Horng Jeng

Int. J. Bifurc. Chaos, 2007

Schema genetic algorithm for fractal image compression.

Ming-Sheng Wu, Jyh-Horng Jeng, Jer-Guang Hsieh

Eng. Appl. Artif. Intell., 2007

2006

Simple Algorithms for Least Square Support Vector Machines.

Hsu-Kun Wu, Pao-Jung Chen, Jer-Guang Hsieh

Proceedings of the IEEE International Conference on Systems, 2006

Active Contour Model Based on Multi-Population Particle Swarm Optimization.

Chun-Chieh Tseng, Jyh-Horng Jeng, Jer-Guang Hsieh

Proceedings of the IEEE International Conference on Systems, 2006

Three-parameter Sequential Minimal Optimization for Support Vector Classification.

Yih-Lon Lin, Jyh-Horng Jeng, Jer-Guang Hsieh

Proceedings of the IEEE International Conference on Systems, 2006

2002

Stable direct adaptive neural controller of nonlinear systems based on single auto-tuning neuron.

Wei-Der Chang, Rey-Chue Hwang, Jer-Guang Hsieh

Neurocomputing, 2002

A strategy for a payoff-switching differential game based on fuzzy reasoning.

Yuan-Shun Lee, Kuo-Hsien Hsia, Jer-Guang Hsieh

Fuzzy Sets Syst., 2002

1998

Global exponential stabilization for a class of uncertain nonlinear systems with control constraint.

Yeong-Jeu Sun, Chang-Hua Lien, Jer-Guang Hsieh

IEEE Trans. Autom. Control., 1998

Comments on "D-stability of continuous time-delay systems subjected to a class of highly structured perturbations".

Yeong-Jeu Sun, Chang-Hua Lien, Jer-Guang Hsieh

IEEE Trans. Autom. Control., 1998

Adaptive control of multivariable dynamic systems using independent self-tuning neurons.

Wei-Der Chang, Rey-Chue Hwang, Jer-Guang Hsieh

Proceedings of the Tenth IEEE International Conference on Tools with Artificial Intelligence, 1998

1997

On the stability of uncertain systems with multiple time-varying delays.

Yeong-Jeu Sun, Jer-Guang Hsieh, Horng-Chin Yang

IEEE Trans. Autom. Control., 1997

Exact Unidirectional Perturbation Bounds for Robustness of Uncertain Generalized State-Space Systems: Continuous-Time Cases.

Li Lee, Chun-Hsiung Fang, Jer-Guang Hsieh

Autom., 1997

1996

Fuzzy Differential Game of Guarding a Movable Territory.

Hung-Jen Chu, Jer-Guang Hsieh, Kuo-Hsien Hsia, Li-Wen Chen

Inf. Sci., 1996

Feedback control of a class of nonlinear singularly perturbed systems with time delay.

Yeong-Jeu Sun, Jinn-Shing Cheng, Jer-Guang Hsieh, Chung-Cheng Chen

Int. J. Syst. Sci., 1996