Cheng-Hsuan Li

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 7

Top Topics

Hyperspectral Image Classification

Parameter Selection

Support Vector Machine

Top Venues

Interact. Learn. Environ.

J. Inf. Sci. Eng.

Publications

Chia-Ching Yuan, Cheng-Hsuan Li, Chin-Cheng Peng
Development of mobile interactive courses based on an artificial intelligence chatbot on the communication software LINE. Interact. Learn. Environ. 31 (6) (2023)
Li-Hui Lin, Cheng-Hsuan Li, Sheng Yang, Shao-Zi Li, Yi Wei
Automated classification of Wuyi rock tealeaves based on support vector machine. Concurr. Comput. Pract. Exp. 31 (23) (2019)
Cheng-Hsuan Li, Huey-Min Wu, Bor-Chen Kuo, Yu-Mao Yang, Chin-Kai Lin, Wei-Hsiang Wang
The validity of computerized visual motor integration assessment using Chinese basic strokes. Interact. Learn. Environ. 26 (8) (2018)
Cheng-Hsuan Li, Pei-Jyun Hsien, Li-Hui Lin
A Fast and Automatic Kernel-based Classification Scheme: GDA+SVM or KNWFE+SVM. J. Inf. Sci. Eng. 34 (1) (2018)
Cheng-Hsuan Li, Pei-Jyun Hsieh, Bor-Chen Kuo
Multiple SVMS based on random subspaces from kernel feature importance for hyperspectral image classification. IGARSS (2017)
Ren-Shuo Liu, Meng-Yen Chuang, Chia-Lin Yang, Cheng-Hsuan Li, Kin-Chu Ho, Hsiang-Pang Li
Improving Read Performance of NAND Flash SSDs by Exploiting Error Locality. IEEE Trans. Computers 65 (4) (2016)
Po-Han Wang, Cheng-Hsuan Li, Chia-Lin Yang
Latency sensitivity-based cache partitioning for heterogeneous multi-core architecture. DAC (2016)
Pei-Jyun Hsieh, Cheng-Hsuan Li, Bor-Chen Kuo, Pei-Ling Tsai
An automatic kernel parameter selection method for kernel nonparametric weighted feature extraction with the RBF kernel for hyperspectral image classification. IGARSS (2015)
Pei-Jyun Hsieh, Cheng-Hsuan Li, Bor-Chen Kuo
A nonlinear feature selection method based on kernel separability measure for hyperspectral image classification. IGARSS (2015)
Ren-Shuo Liu, Meng-Yen Chuang, Chia-Lin Yang, Cheng-Hsuan Li, Kin-Chu Ho, Hsiang-Pang Li
EC-Cache: Exploiting Error Locality to Optimize LDPC in NAND Flash-Based SSDs. DAC (2014)
Pei-Jyun Hsieh, Cheng-Hsuan Li, Kai-Ching Chen, Bor-Chen Kuo
A kernel-based feature extraction method for hyperspectral image classification. IGARSS (2014)
Chih-Sheng Chang, Kai-Ching Chen, Bor-Chen Kuo, Min-Shian Wang, Cheng-Hsuan Li
Semi-supervised local discriminant analysis with nearest neighbors for hyperspectral image classification. IGARSS (2014)
Bor-Chen Kuo, Hsin-Hua Ho, Cheng-Hsuan Li, Chih-Cheng Hung, Jin-Shiuh Taur
A Kernel-Based Feature Selection Method for SVM With RBF Kernel for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (1) (2014)
Kai-Ching Chen, Cheng-Hsuan Li, Bor-Chen Kuo, Min-Shian Wang
Applying automatic kernel parameter selection method to the full bandwidth RBF kernel function for hyperspectral image classification. IGARSS (2014)
Ren-Shuo Liu, Chia-Lin Yang, Cheng-Hsuan Li, Geng-You Chen
DuraCache: a durable SSD cache using MLC NAND flash. DAC (2013)
Cheng-Hsuan Li, Bor-Chen Kuo, Li-Hui Lin, Wei Wu, Dexin Lan
Apply an automatic parameter selection method to generalized discriminant analysis with RBF kernel for hyperspectral image classification. ICMLC (2013)
Bor-Chen Kuo, Wei-Ming Chang, Cheng-Hsuan Li, Chih-Cheng Hung
Correlation matrix feature extraction based on spectral clustering for hyperspectral image segmentation. WHISPERS (2012)
Cheng-Hsuan Li, Hsin-Hua Ho, Yu-Lung Liu, Chin-Teng Lin, Bor-Chen Kuo, Jin-Shiuh Taur
An Automatic Method for Selecting the Parameter of the Normalized Kernel Function to Support Vector Machines. J. Inf. Sci. Eng. 28 (1) (2012)
Cheng-Hsuan Li, Bor-Chen Kuo, Chin-Teng Lin, Chih-Sheng Huang
A Spatial-Contextual Support Vector Machine for Remotely Sensed Image Classification. IEEE Trans. Geosci. Remote. Sens. 50 (3) (2012)
Hui-Shan Chu, Bor-Chen Kuo, Cheng-Hsuan Li, Chin-Teng Lin
A semisupervised feature extraction method based on fuzzy-type linear discriminant analysis. FUZZ-IEEE (2011)
Cheng-Hsuan Li, Hui-Shan Chu, Bor-Chen Kuo, Chin-Teng Lin
Hyperspectral image classification using spectral and spatial information based linear discriminant analysis. IGARSS (2011)
Bor-Chen Kuo, I-Ling Chen, Cheng-Hsuan Li, Chih-Cheng Hung
Combining ensemble technique of support vector machines with the optimal kernel method for hyperspectral image classification. IGARSS (2011)
Cheng-Hsuan Li, Bor-Chen Kuo, Chin-Teng Lin
LDA-Based Clustering Algorithm and Its Application to an Unsupervised Feature Extraction. IEEE Trans. Fuzzy Syst. 19 (1) (2011)
Cheng-Hsuan Li, Chin-Teng Lin, Bor-Chen Kuo, Hui-Shan Chu
An automatic method for selecting the parameter of the RBF kernel function to support vector machines. IGARSS (2010)
I-Ling Chen, Cheng-Hsuan Li, Bor-Chen Kuo, Hsiao-Yun Huang
Applying optimal algorithm to data-dependent kernel for hyperspectral image classification. IGARSS (2010)
Bor-Chen Kuo, Chun-Hsiang Chuang, Cheng-Hsuan Li, Chin-Teng Lin
Subspace selection based multiple classifier systems for hyperspectral image classification. WHISPERS (2009)
Bor-Chen Kuo, Cheng-Hsuan Li, Jinn-Min Yang
Kernel Nonparametric Weighted Feature Extraction for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 47 (4) (2009)
Hsin-Hua Ho, Bor-Chen Kuo, Jin-Shiuh Taur, Cheng-Hsuan Li
A Flexible Metric Nearest-Neighbor Classification based on the Decision Boundaries of SVM for Hyperspectral Image. IGARSS (4) (2008)
Cheng-Hsuan Li, Bor-Chen Kuo, Chin-Teng Lin, Chih-Cheng Hung
Dimension Reduction for Hyperspectral Image Classification via Support Vector based Feature Extraction. IGARSS (5) (2008)
Bor-Chen Kuo, Tian-Wei Sheu, Cheng-Hsuan Li, Chili-Cheng Hung
Hyperspectral image classification using KNWFE with conformal transformation for kernel selection. IGARSS (2007)
Bor-Chen Kuo, Cheng-Hsuan Li, Tian-Wei Sheu, Hsueh-Hua Liao
Hyperspectral Image Classification Using Kernel-based Nonparametric Weighted Feature Extraction. IGARSS (2006)
Bor-Chen Kuo, Hsin-Hua Ho, Cheng-Hsuan Li, Ya-Yuan Chang
A Novel Nearest Neighbor Classifier Based on Adaptive Nonparametric Separability. Australian Conference on Artificial Intelligence (2006)
Bor-Chen Kuo, Cheng-Hsuan Li
Kernel Nonparametric Weighted Feature Extraction for Classification. Australian Conference on Artificial Intelligence (2005)