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Journal Articles
- 2008
[j3]Gilson A. Giraldi, Paulo Sergio Rodrigues, Edson C. Kitani, João Ricardo Sato, Carlos E. Thomaz:
Statistical Learning Approaches for Discriminant Features Selection. J. Braz. Comput. Soc. 14(2): 7-22 (2008)- [j2]Gilson A. Giraldi, Paulo Sergio Rodrigues, Edson C. Kitani, Carlos E. Thomaz:
Dimensionality Reduction, Classification and Reconstruction Problems in Statistical Learning Approaches. RITA 15(1): 137-169 (2008) - 2006
- [j1]Carlos E. Thomaz
, Edson C. Kitani, Duncan Fyfe Gillies:
A maximum uncertainty LDA-based approach for limited sample size problems - with application to face recognition. J. Braz. Comput. Soc. 12(2): 7-18 (2006)
Conference and Workshop Papers
- 2013
- [c7]Leandro Augusto da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez:
Fine-tuning of the SOMkNN classifier. IJCNN 2013: 1-7 - 2012
- [c6]Edson Caoru Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva:
SOMM - Self-Organized Manifold Mapping. ICANN (2) 2012: 355-362 - [c5]Edson C. Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva:
Learning Embedded Data Structure with Self-Organizing Maps. WSOM 2012: 225-234 - 2011
- [c4]Gilson A. Giraldi, Edson C. Kitani, Emilio Del-Moral-Hernandez, Carlos E. Thomaz:
Discriminant Component Analysis and Self-Organized Manifold Mapping for Exploring and Understanding Image Face Spaces. SIBGRAPI Tutorials 2011: 25-38 - 2010
- [c3]Edson C. Kitani, Emílio Del Moral Hernandez, Carlos E. Thomaz, Leandro Augusto da Silva:
Visual Interpretation of Self Organizing Maps. SBRN 2010: 37-42 - 2009
- [c2]Carlos E. Thomaz, Vagner do Amaral, Gilson Antonio Giraldi, Edson C. Kitani, João Ricardo Sato, Duncan Fyfe Gillies:
A Multi-linear Discriminant Analysis of 2D Frontal Face Images. SIBGRAPI 2009: 216-223 - 2006
- [c1]Edson C. Kitani, Carlos E. Thomaz, Duncan Fyfe Gillies:
A Statistical Discriminant Model for Face Interpretation and Reconstruction. SIBGRAPI 2006: 247-254
Informal and Other Publications
- 2021
- [i1]Michel Andre L. Vinagreiro, Edson C. Kitani, Armando Antônio Maria Laganá, Leopoldo Rideki Yoshioka:
An Acceleration Method Based on Deep Learning and Multilinear Feature Space. CoRR abs/2110.08679 (2021)
Coauthor Index
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