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2020 – today
- 2021
[j30]Charlyn Nayve 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): 201 (2021)- [j29]Charlyn Nayve 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): 204 (2021) - [c9]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: 65-70 - 2020
- [j28]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: 104146 (2020) - [c8]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: 200-203
2010 – 2019
- 2019
- [j27]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: 82-100 (2019) - [j26]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): 479-487 (2019) - [c7]Jer-Guang Hsieh, Jyh-Horng Jeng, Ying-Sheng Kuo:
Primary study on single index artificial neural networks based on penalized regression splines. iFUZZY 2019: 220-225 - 2017
- [j25]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): 299-311 (2017) - 2016
- [j24]Chih-Wen Wang, Wei-Sheng Yang, Jyh-Horng Jeng, Jer-Guang Hsieh:
PCA image coding with iterative clustering. Multidimens. Syst. Signal Process. 27(3): 647-666 (2016) - 2015
- [j23]Chih-Wen Wang, Jyh-Horng Jeng, Jer-Guang Hsieh:
A repartition method improving visual quality for PCA image coding. Appl. Soft Comput. 29: 95-109 (2015) - [j22]Yih-Lon Lin, Jer-Guang Hsieh, Jyh-Horng Jeng, Wen-Chin Cheng:
On least trimmed squares neural networks. Neurocomputing 161: 107-112 (2015) - [j21]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): 679-689 (2015) - 2014
- [j20]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: 339-346 (2014) - 2012
- [j19]Hsu-Kun Wu, Yih-Lon Lin, Jer-Guang Hsieh, Jyh-Horng Jeng:
Study on semiparametric Wilcoxon fuzzy neural networks. Soft Comput. 16(1): 11-21 (2012) - 2011
- [j18]Yih-Lon Lin, Jer-Guang Hsieh, Hsu-Kun Wu, Jyh-Horng Jeng:
Three-parameter sequential minimal optimization for support vector machines. Neurocomputing 74(17): 3467-3475 (2011) - 2010
- [j17]Hsu-Kun Wu, Jer-Guang Hsieh, Yih-Lon Lin, Jyh-Horng Jeng:
On maximum likelihood fuzzy neural networks. Fuzzy Sets Syst. 161(21): 2795-2807 (2010) - [c6]Hsu-Kun Wu, Jer-Guang Hsieh, Ker-Wei Yu:
Study on least trimmed squares fuzzy neural networks. ISKE 2010: 123-127 - [c5]Hsu-Kun Wu, Jer-Guang Hsieh, Yih-Lon Lin:
Study on kernel-based Wilcoxon classifiers. ISKE 2010: 249-253
2000 – 2009
- 2009
- [j16]Chun-Chieh Tseng, Jer-Guang Hsieh, Jyh-Horng Jeng:
Active contour model via multi-population particle swarm optimization. Expert Syst. Appl. 36(3): 5348-5352 (2009) - [j15]Jyh-Horng Jeng, Chun-Chieh Tseng, Jer-Guang Hsieh:
Study on Huber Fractal Image Compression. IEEE Trans. Image Process. 18(5): 995-1003 (2009) - 2008
- [j14]Yih-Lon Lin, Wei-Der Chang, Jer-Guang Hsieh:
A particle swarm optimization approach to nonlinear rational filter modeling. Expert Syst. Appl. 34(2): 1194-1199 (2008) - [j13]Ruey-Shyan Gau, Jer-Guang Hsieh, Chang-Hua Lien:
Global exponential stability for uncertain bidirectional associative memory neural networks with multiple time-varying delays via LMI approach. Int. J. Circuit Theory Appl. 36(4): 451-471 (2008) - [j12]Chun-Chieh Tseng, Jer-Guang Hsieh, Jyh-Horng Jeng:
Fractal image compression using visual-based particle swarm optimization. Image Vis. Comput. 26(8): 1154-1162 (2008) - [j11]Jer-Guang Hsieh, Yih-Lon Lin, Jyh-Horng Jeng:
Preliminary Study on Wilcoxon Learning Machines. IEEE Trans. Neural Networks 19(2): 201-211 (2008) - 2007
- [j10]Ming-Sheng Wu, Jyh-Horng Jeng, Jer-Guang Hsieh:
Schema genetic algorithm for fractal image compression. Eng. Appl. Artif. Intell. 20(4): 531-538 (2007) - [j9]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): 3151-3169 (2007) - 2006
- [c4]Chun-Chieh Tseng, Jyh-Horng Jeng, Jer-Guang Hsieh:
Active Contour Model Based on Multi-Population Particle Swarm Optimization. SMC 2006: 2396-2400 - [c3]Yih-Lon Lin, Jyh-Horng Jeng, Jer-Guang Hsieh:
Three-parameter Sequential Minimal Optimization for Support Vector Classification. SMC 2006: 3515-3520 - [c2]Hsu-Kun Wu, Pao-Jung Chen, Jer-Guang Hsieh:
Simple Algorithms for Least Square Support Vector Machines. SMC 2006: 5106-5111 - 2002
- [j8]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): 237-251 (2002) - [j7]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): 541-554 (2002)
1990 – 1999
- 1998
- [j6]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) - [j5]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): 674-677 (1998) - [c1]Wei-Der Chang, Rey-Chue Hwang, Jer-Guang Hsieh:
Adaptive control of multivariable dynamic systems using independent self-tuning neurons. ICTAI 1998: 68-73 - 1997
- [j4]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): 1923-1927 (1997) - [j3]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): 101-105 (1997) - 1996
- [j2]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): 589-596 (1996) - [j1]Hung-Jen Chu, Jer-Guang Hsieh, Kuo-Hsien Hsia, Li-Wen Chen:
Fuzzy Differential Game of Guarding a Movable Territory. Inf. Sci. 91(1): 113-131 (1996)
Coauthor Index
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