Jer-Guang Hsieh

Publication Activity (10 Years)

Years Active: 1996-2021
Publications (10 Years): 10

Top Topics

Optimization Methods

Locally Weighted

Visual Object Recognition

Top Venues

Publications

Charlyn Villavicencio, Julio Jerison Macrohon, Xavier Alphonse Inbaraj, Jyh-Horng Jeng, Jer-Guang Hsieh
Twitter Sentiment Analysis towards COVID-19 Vaccines in the Philippines Using Naïve Bayes. Inf. 12 (5) (2021)
Charlyn Villavicencio, Julio Jerison Macrohon, Xavier Alphonse Inbaraj, Jyh-Horng Jeng, Jer-Guang Hsieh
COVID-19 Prediction Applying Supervised Machine Learning Algorithms with Comparative Analysis Using WEKA. Algorithms 14 (7) (2021)
Charlyn Nayve Villavicencio, Jyh-Horng Jeng, Jer-Guang Hsieh
Support Vector Machine Modelling for COVID-19 Prediction based on Symptoms using R Programming Language. MLMI (2021)
Chien-Hua Chen, Po-Hsiang Lin, Jer-Guang Hsieh, Shu-Ling Cheng, Jyh-Horng Jeng
Robust Multi-Class Classification Using Linearly Scored Categorical Cross-Entropy. ICKII (2020)
Chien-Hua Chen, Jer-Guang Hsieh, Shu-Ling Cheng, Yih-Lon Lin, Po-Hsiang Lin, Jyh-Horng Jeng
Emergency department disposition prediction using a deep neural network with integrated clinical narratives and structured data. Int. J. Medical Informatics 139 (2020)
Jer-Guang Hsieh, Jyh-Horng Jeng, Yih-Lon Lin, Ying-Sheng Kuo
Single index fuzzy neural networks using locally weighted polynomial regression. Fuzzy Sets Syst. 368 (2019)
Fengyu Gao, Jer-Guang Hsieh, Jyh-Horng Jeng
A Study on Combined CNN-SVM Model for Visual Object Recognition. J. Inf. Hiding Multim. Signal Process. 10 (4) (2019)
Jer-Guang Hsieh, Jyh-Horng Jeng, Ying-Sheng Kuo
Primary study on single index artificial neural networks based on penalized regression splines. iFUZZY (2019)
Yih-Lon Lin, Jer-Guang Hsieh, Ying-Sheng Kuo, Jyh-Horng Jeng
NXOR- or XOR-based robust template decomposition for cellular neural networks implementing an arbitrary Boolean function via support vector classifiers. Neural Comput. Appl. 28 (S-1) (2017)
Chih-Wen Wang, Wei-Sheng Yang, Jyh-Horng Jeng, Jer-Guang Hsieh
PCA image coding with iterative clustering. Multidimens. Syst. Signal Process. 27 (3) (2016)
Yih-Lon Lin, Jer-Guang Hsieh, Jyh-Horng Jeng, Wen-Chin Cheng
On least trimmed squares neural networks. Neurocomputing 161 (2015)
Shih-Hui Liao, Jer-Guang Hsieh, Jyh-Yeong Chang, Chin-Teng Lin
Training neural networks via simplified hybrid algorithm mixing Nelder-Mead and particle swarm optimization methods. Soft Comput. 19 (3) (2015)
Chih-Wen Wang, Jyh-Horng Jeng, Jer-Guang Hsieh
A repartition method improving visual quality for PCA image coding. Appl. Soft Comput. 29 (2015)
Yih-Lon Lin, Jer-Guang Hsieh, Jyh-Horng Jeng
Robust decomposition with guaranteed robustness for cellular neural networks implementing an arbitrary Boolean function. Neurocomputing 143 (2014)
Hsu-Kun Wu, Yih-Lon Lin, Jer-Guang Hsieh, Jyh-Horng Jeng
Study on semiparametric Wilcoxon fuzzy neural networks. Soft Comput. 16 (1) (2012)
Yih-Lon Lin, Jer-Guang Hsieh, Hsu-Kun Wu, Jyh-Horng Jeng
Three-parameter sequential minimal optimization for support vector machines. Neurocomputing 74 (17) (2011)
Hsu-Kun Wu, Jer-Guang Hsieh, Yih-Lon Lin
Study on kernel-based Wilcoxon classifiers. ISKE (2010)
Hsu-Kun Wu, Jer-Guang Hsieh, Ker-Wei Yu
Study on least trimmed squares fuzzy neural networks. ISKE (2010)
Hsu-Kun Wu, Jer-Guang Hsieh, Yih-Lon Lin, Jyh-Horng Jeng
On maximum likelihood fuzzy neural networks. Fuzzy Sets Syst. 161 (21) (2010)
Jyh-Horng Jeng, Chun-Chieh Tseng, Jer-Guang Hsieh
Study on Huber Fractal Image Compression. IEEE Trans. Image Process. 18 (5) (2009)
Chun-Chieh Tseng, Jer-Guang Hsieh, Jyh-Horng Jeng
Active contour model via multi-population particle swarm optimization. Expert Syst. Appl. 36 (3) (2009)
Yih-Lon Lin, Wei-Der Chang, Jer-Guang Hsieh
A particle swarm optimization approach to nonlinear rational filter modeling. Expert Syst. Appl. 34 (2) (2008)
Ruey-Shyan Gau, Jer-Guang Hsieh, Chang-Hua Lien
LMI approach. Int. J. Circuit Theory Appl. 36 (4) (2008)
Jer-Guang Hsieh, Yih-Lon Lin, Jyh-Horng Jeng
Preliminary Study on Wilcoxon Learning Machines. IEEE Trans. Neural Networks 19 (2) (2008)
Chun-Chieh Tseng, Jer-Guang Hsieh, Jyh-Horng Jeng
Fractal image compression using visual-based particle swarm optimization. Image Vis. Comput. 26 (8) (2008)
Ming-Sheng Wu, Jyh-Horng Jeng, Jer-Guang Hsieh
Schema genetic algorithm for fractal image compression. Eng. Appl. Artif. Intell. 20 (4) (2007)
Yih-Lon Lin, Jer-Guang Hsieh, Jyh-Horng Jeng
Robust Template Decomposition with Restricted Weights for Cellular Neural Networks Implementing an Arbitrary Boolean Function. Int. J. Bifurc. Chaos 17 (9) (2007)
Yih-Lon Lin, Jyh-Horng Jeng, Jer-Guang Hsieh
Three-parameter Sequential Minimal Optimization for Support Vector Classification. SMC (2006)
Chun-Chieh Tseng, Jyh-Horng Jeng, Jer-Guang Hsieh
Active Contour Model Based on Multi-Population Particle Swarm Optimization. SMC (2006)
Hsu-Kun Wu, Pao-Jung Chen, Jer-Guang Hsieh
Simple Algorithms for Least Square Support Vector Machines. SMC (2006)
Yuan-Shun Lee, Kuo-Hsien Hsia, Jer-Guang Hsieh
A strategy for a payoff-switching differential game based on fuzzy reasoning. Fuzzy Sets Syst. 130 (2) (2002)
Wei-Der Chang, Rey-Chue Hwang, Jer-Guang Hsieh
Stable direct adaptive neural controller of nonlinear systems based on single auto-tuning neuron. Neurocomputing 48 (1-4) (2002)
Wei-Der Chang, Rey-Chue Hwang, Jer-Guang Hsieh
Adaptive control of multivariable dynamic systems using independent self-tuning neurons. ICTAI (1998)
Yeong-Jeu Sun, Chang-Hua Lien, Jer-Guang Hsieh
Global exponential stabilization for a class of uncertain nonlinear systems with control constraint. IEEE Trans. Autom. Control. 43 (5) (1998)
Yeong-Jeu Sun, Chang-Hua Lien, Jer-Guang Hsieh
Comments on "D-stability of continuous time-delay systems subjected to a class of highly structured perturbations". IEEE Trans. Autom. Control. 43 (5) (1998)
Yeong-Jeu Sun, Jer-Guang Hsieh, Horng-Chin Yang
On the stability of uncertain systems with multiple time-varying delays. IEEE Trans. Autom. Control. 42 (1) (1997)
Li Lee, Chun-Hsiung Fang, Jer-Guang Hsieh
Exact Unidirectional Perturbation Bounds for Robustness of Uncertain Generalized State-Space Systems: Continuous-Time Cases. Autom. 33 (10) (1997)
Yeong-Jeu Sun, Jinn-Shing Cheng, Jer-Guang Hsieh, Chung-Cheng Chen
Feedback control of a class of nonlinear singularly perturbed systems with time delay. Int. J. Syst. Sci. 27 (6) (1996)
Hung-Jen Chu, Jer-Guang Hsieh, Kuo-Hsien Hsia, Li-Wen Chen
Fuzzy Differential Game of Guarding a Movable Territory. Inf. Sci. 91 (1) (1996)