Bor-Chen Kuo

Xiuping Jia, Bor-Chen Kuo, Melba M. Crawford: Feature Mining for Hyperspectral Image Classification. Proceedings of the IEEE 101(3): 676-697 (2013)

Shyi-Ming Chen, Abdul Munif, Guey-Shya Chen, Hsiang-Chuan Liu, Bor-Chen Kuo: Fuzzy risk analysis based on ranking generalized fuzzy numbers with different left heights and right heights. Expert Syst. Appl. 39(7): 6320-6334 (2012)

Huey-Min Wu, Bor-Chen Kuo, Jinn-Min Yang: Evaluating Knowledge Structure-based Adaptive Testing Algorithms and System Development. Educational Technology & Society 15(2): 73-88 (2012)

Shu-Chuan Shih, Bor-Chen Kuo, Yu-Lung Liu: Adaptively Ubiquitous Learning in Campus Math Path. Educational Technology & Society 15(2): 298-308 (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): 1-15 (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 T. Geoscience and Remote Sensing 50(3): 784-799 (2012)

Chih-Cheng Hung, Sameer Kulkarni, Bor-Chen Kuo: A New Weighted Fuzzy C-Means Clustering Algorithm for Remotely Sensed Image Classification. J. Sel. Topics Signal Processing 5(3): 543-553 (2011)

Cheng-Hsuan Li, Bor-Chen Kuo, Chin-Teng Lin: LDA-Based Clustering Algorithm and Its Application to an Unsupervised Feature Extraction. IEEE T. Fuzzy Systems 19(1): 152-163 (2011)

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: 1927-1932

I-Ling Chen, Kai-Chih Pai, Jinn-Min Yang, Bor-Chen Kuo: An automatic method to determine the coefficient of the composite kernel for hyperspectral image classification. IGARSS 2011: 1704-1707

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: 1716-1719

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: 3903-3906

Shyi-Ming Chen, Abdul Munif, Guey-Shya Chen, Bor-Chen Kuo, Hsiang-Chuan Liu: A new method for fuzzy risk analysis based on ranking generalized fuzzy numbers with different left heights and right heights. SMC 2011: 2307-2312

Jinn-Min Yang, Pao-Ta Yu, Bor-Chen Kuo: A Nonparametric Feature Extraction and Its Application to Nearest Neighbor Classification for Hyperspectral Image Data. IEEE T. Geoscience and Remote Sensing 48(3-1): 1279-1293 (2010)

Jinn-Min Yang, Bor-Chen Kuo, Pao-Ta Yu, Chun-Hsiang Chuang: A Dynamic Subspace Method for Hyperspectral Image Classification. IEEE T. Geoscience and Remote Sensing 48(7): 2840-2853 (2010)

Jocelyn Chanussot, Melba M. Crawford, Bor-Chen Kuo: Foreword to the Special Issue on Hyperspectral Image and Signal Processing. IEEE T. Geoscience and Remote Sensing 48(11): 3871-3876 (2010)

Hsiao-Yun Huang, Bor-Chen Kuo: Double Nearest Proportion Feature Extraction for Hyperspectral-Image Classification. IEEE T. Geoscience and Remote Sensing 48(11): 4034-4046 (2010)

Bor-Chen Kuo, Chih-Sheng Huang, Chih-Cheng Hung, Yu-Lung Liu, I-Ling Chen: Spatial information based support vector machine for hyperspectral image classification. IGARSS 2010: 832-835

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: 836-839

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: 2808-2811

Bor-Chen Kuo, Shih-Syun Lin, Huey-Min Wu, Chun-Hsiang Chuang: A novel classification processing based on the spatial information and the concept of Adaboost for hyperspectral image classification. IGARSS 2010: 2816-2819

Chun-Hsiang Chuang, Pei-Chen Lai, Li-Wei Ko, Bor-Chen Kuo, Chin-Teng Lin: Driver's cognitive state classification toward brain computer interface via using a generalized and supervised technology. IJCNN 2010: 1-7

Yi-Hsin Yu, Pei-Chen Lai, Li-Wei Ko, Chun-Hsiang Chuang, Bor-Chen Kuo, Chin-Teng Lin: An EEG-based classification system of Passenger's motion sickness level by using feature extraction/selection technologies. IJCNN 2010: 1-6

Bor-Chen Kuo, Cheng-Hsuan Li, Jinn-Min Yang: Kernel Nonparametric Weighted Feature Extraction for Hyperspectral Image Classification. IEEE T. Geoscience and Remote Sensing 47(4): 1139-1155 (2009)

Hsiao-Yun Huang, Bor-Chen Kuo, Jeng-Fu Liu, Nanping Yang: Localized Shrinkage Covariance Estimation of Hyperspectral Image Classification. IGARSS (4) 2009: 538-541

Bor-Chen Kuo, Chih-Sheng Huang, Hsiang-Chuan Liu, Chih-Cheng Hung: A Fuzzy Fusion Algorithm to Combine Multiple Classifiers. IGARSS (3) 2009: 685-688

Chin-Teng Lin, Ken-Li Lin, Li-Wei Ko, Sheng-Fu Liang, Bor-Chen Kuo, I-Fang Chung: Nonparametric Single-Trial EEG Feature Extraction and Classification of Driver's Cognitive Responses. EURASIP J. Adv. Sig. Proc. 2008 (2008)

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: 212-215

Bor-Chen Kuo, Chun-Hsiang Chuang, Chih-Cheng Hung, Szu-Wei Yang: A Novel Random Subspace Method Using Spectral and Spatial Information for Hyperspectral Image Classification. IGARSS (1) 2008: 217-220

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: 389-392

Chih-Cheng Hung, Wenping Liu, Bor-Chen Kuo: A New Adaptive Fuzzy Clustering Algorithm for Remotely Sensed Images. IGARSS (2) 2008: 863-866

Hsiao-Yun Huang, Bor-Chen Kuo, Yu-Ling Li: Adaboost-NWFE Classification Scheme for Hyperspectral Image. IGARSS (2) 2008: 942-945

Bor-Chen Kuo, Wen-Chun Huang, Hsiang-Chuan Liu, Shiau-Chian Tseng: A Novel Fuzzy C-Means Method for Hyperspectral Image Classification. IGARSS (2) 2008: 1002-1005

Bor-Chen Kuo, Jinn-Min Yang, Tian-Wei Sheu, Szu-Wei Yang: Kernel-Based KNN and Gaussian Classifiers for Hyperspectral Image Classification. IGARSS (2) 2008: 1006-1008

Chun-Hsiang Chuang, Bor-Chen Kuo, Hsuan-Po Wang: Fuzzy Fusion Method for Combining Small Number of Classifiers in Hyperspectral Image Classification. ISDA (1) 2008: 327-332

Bor-Chen Kuo, Tien-Yu Hsieh, Hsuan-Po Wang: Using MPE with Bayesian Network for Sub-optimization to Entropy-Based Methodology. ISDA (1) 2008: 381-386

Bor-Chen Kuo, Kuang-Yu Chang: Feature Extractions for Small Sample Size Classification Problem. IEEE T. Geoscience and Remote Sensing 45(3): 756-764 (2007)

Jinn-Min Yang, Bor-Chen Kuo, Hsiao-Yun Huang, Pao-Ta Yu: A novel non-parametric weighted feature extraction method for classification of hyperspectral image with limited training samples. IGARSS 2007: 1552-1555

Bor-Chen Kuo, Ming-Hung Chi, Jinn-Min Yang, Chin-Wei Yang: Hierarchical classification systems for hyperspectral image classification. IGARSS 2007: 1745-1748

Chih-Cheng Hung, Hendri Purnawan, Bor-Chen Kuo: Multispectral image classification using rough set theory and the comparison with parallelepiped classifier. IGARSS 2007: 2052-2055

Hsiao-Yun Huang, Bor-Chen Kuo, Hsiang-Chuan Liu, Yu-Lung Liu: SLEX-NWFE feature extraction method for hyperspectral image classification. IGARSS 2007: 3210-3214

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: 3789-3793

Chin-Teng Lin, Li-Wei Ko, Ken-Li Lin, Sheng-Fu Liang, Bor-Chen Kuo, I-Fang Chung, Lan-Da Van: Classification of Driver's Cognitive Responses Using Nonparametric Single-trial EEG Analysis. ISCAS 2007: 2019-2023

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: 204-213

Bor-Chen Kuo, Chih-Cheng Hung, Chen-Wei Chang, Hsuan-Po Wang: A Modified Nonparametric Weight Feature Extraction Using Spatial and Spectral Information. IGARSS 2006: 172-175

Hsiao-Yun Huang, Hsiang-Chuan Liu, Bor-Chen Kuo, Tien-Yu Hsieh: Hyperspectral Image Classification Using Multi-Class SLEX Model. IGARSS 2006: 553-556

Bor-Chen Kuo, Cheng-Hsuan Li, Tian-Wei Sheu, Hsueh-Hua Liao: Hyperspectral Image Classification Using Kernel-based Nonparametric Weighted Feature Extraction. IGARSS 2006: 557-560

Bor-Chen Kuo, Chih-Cheng Hung, Ming-Hung Chi, Tien-Yu Hsieh: A Comparison of Hierarchical Classification Processes Based on Hyperspectral Image. IGARSS 2006: 948-951

Minh Pham, Mei Xiang, Chih-Cheng Hung, Bor-Chen Kuo: A comparative study on the K-views classifier and Markov random fields for image texture classification. ACM Southeast Regional Conference (1) 2005: 96-97

Bor-Chen Kuo, Cheng-Hsuan Li: Kernel Nonparametric Weighted Feature Extraction for Classification. Australian Conference on Artificial Intelligence 2005: 567-576

Bor-Chen Kuo, Hsiang-Chuan Liu, Yu-Chen Hsieh, Ruey-Ming Chao: A random subspace method with automatic dimensionality selection for hyperspectral image classification. IGARSS 2005: 4

Mei Xiang, Chih-Cheng Hung, Minh Pham, Bor-Chen Kuo, Tommy Coleman: A parallelepiped multispectral image classifier using genetic algorithms. IGARSS 2005: 4

Bor-Chen Kuo, Kuang-Yu Chang, Shu-Chuan Shih, Shih-Hsun Li: Exploring the effects of scatter matrices, eigenvalue decomposition methods, and regularization techniques in feature extractions for small sample size classification problem. IGARSS 2005: 1249-1252

Bor-Chen Kuo, Chun-Hao Chang, Tian-Wei Sheu, Chih-Cheng Hung: Feature extractions using labeled and unlabeled data. IGARSS 2005: 1257-1260

Bor-Chen Kuo, Kuang-Yu Chang, Jinn-Min Yang, Li-Wei Ko: Estimating mixing parameters of regularized feature extractions by genetic algorithm. IGARSS 2005: 3902-3904

Shu-Chuan Shih, Bor-Chen Kuo: Using Bayesian Networks for Modeling Students' Learning Bugs and Sub-skills. KES (1) 2005: 69-75

Li-Wei Ko, Bor-Chen Kuo, Chin-Teng Lin: An Optimal Nonparametric Weighted System for Hyperspectral Data Classification. KES (1) 2005: 866-872

Bor-Chen Kuo, Kuang-Yu Chang: Regularized Feature Extractions and Support Vector Machines for Hyperspectral Image Data Classification. KES (1) 2005: 873-879

Bor-Chen Kuo, David A. Landgrebe: Nonparametric weighted feature extraction for classification. IEEE T. Geoscience and Remote Sensing 42(5): 1096-1105 (2004)

Bor-Chen Kuo, David A. Landgrebe: A covariance estimator for small sample size classification problems and its application to feature extraction. IEEE T. Geoscience and Remote Sensing 40(4): 814-819 (2002)

Bor-Chen Kuo, David A. Landgrebe: A robust classification procedure based on mixture classifiers and nonparametric weighted feature extraction. IEEE T. Geoscience and Remote Sensing 40(11): 2486-2494 (2002)