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Publications of Author

1. Minkook Cho, Hyeyoung Park
   A Robust SVM Design for Multi-class Classification. [Citation Graph (0, 0)][DBLP]
   Australian Conference on Artificial Intelligence, 2005, pp:1335-1338 [Conf]
   
2. Hyeyoung Park, Minkook Cho
   Classification of Bio-data with Small Data Set Using Additive Factor Model and SVM. [Citation Graph (0, 0)][DBLP]
   Australian Conference on Artificial Intelligence, 2006, pp:770-779 [Conf]
   
3. Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park
   Generalization Error and Training Error at Singularities of Multilayer Perceptrons. [Citation Graph (0, 0)][DBLP]
   IWANN (1), 2001, pp:325-332 [Conf]
   
4. Hyeyoung Park
   Practical Consideration on Generalization Property of Natural Gradient Learning. [Citation Graph (0, 0)][DBLP]
   IWANN (1), 2001, pp:402-408 [Conf]
   
5. Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki
   Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons. [Citation Graph (0, 0)][DBLP]
   NIPS, 2001, pp:343-350 [Conf]
   
6. Kwanyong Lee, Hyeyoung Park
   A Statistical Identification and Verification Method for Biometrics. [Citation Graph (0, 0)][DBLP]
   PRICAI, 2002, pp:611- [Conf]
   
7. Hyunjin Lee, Hyeyoung Park, Yillbyung Lee
   Network Optimization through Learning and Pruning in Neuromanifold. [Citation Graph (0, 0)][DBLP]
   PRICAI, 2002, pp:169-177 [Conf]
   
8. Hyeyoung Park, Kenji Fukumizu, Shun-ichi Amari, Yillbyung Lee
   An Efficient Learning Algorithm Using Naturla Gradient and Second Order Information of Error Surface. [Citation Graph (0, 0)][DBLP]
   PRICAI, 2000, pp:199-207 [Conf]
   
9. Hyeyoung Park, Masato Inoue, Masato Okada
   Learning Dynamics of Neural Networks with Singularity - Standard Gradient vs. Natural Gradient. [Citation Graph (0, 0)][DBLP]
   PRICAI, 2004, pp:282-291 [Conf]
   
10. Hyeyoung Park, Kwanyong Lee, Yillbyung Lee
    Adaptive SEJONG-NET for On-line Hangul Recognition. [Citation Graph (0, 0)][DBLP]
    PRICAI, 1996, pp:447-458 [Conf]
    
11. Shun-ichi Amari, Hyeyoung Park, Kenji Fukumizu
    Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2000, v:12, n:6, pp:1399-1409 [Journal]
    
12. Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki
    Singularities Affect Dynamics of Learning in Neuromanifolds. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2006, v:18, n:5, pp:1007-1065 [Journal]
    
13. Hyeyoung Park, Noboru Murata, Shun-ichi Amari
    Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2004, v:16, n:2, pp:355-382 [Journal]
    
14. Hyeyoung Park, Shun-ichi Amari, Kenji Fukumizu
    Adaptive natural gradient learning algorithms for various stochastic models. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 2000, v:13, n:7, pp:755-764 [Journal]
    
15. Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park
    Learning and inference in hierarchical models with singularities. [Citation Graph (0, 0)][DBLP]
    Systems and Computers in Japan, 2003, v:34, n:7, pp:34-42 [Journal]
    
16. 
    A Subspace Method Based on Data Generation Model with Class Information. [Citation Graph (, )][DBLP]
    
    
17. 
    A Robust Keypoints Matching Strategy for SIFT: An Application to Face Recognition. [Citation Graph (, )][DBLP]
    
    
18. 
    An Efficient Face Recognition through Combining Local Features and Statistical Feature Extraction. [Citation Graph (, )][DBLP]