A Statistical Discriminant Model for Face Interpretation and Reconstruction. - Edson C. Kitani; Carlos E. Thomaz; Duncan Fyfe Gillies (SIBGRAPI, 2006)

A maximum uncertainty LDA-based approach for limited sample size problems - with application to face recognition. - Carlos E. Thomaz; Edson C. Kitani; Duncan Fyfe Gillies (J. Braz. Comput. Soc., 2006)

Statistical Learning Approaches for Discriminant Features Selection. - Gilson A. Giraldi; Paulo Sergio Rodrigues; Edson C. Kitani; João Ricardo Sato; Carlos E. Thomaz (J. Braz. Comput. Soc., 2008)

Dimensionality Reduction, Classification and Reconstruction Problems in Statistical Learning Approaches. - Gilson A. Giraldi; Paulo Sergio Rodrigues; Edson C. Kitani; Carlos E. Thomaz (RITA, 2008)

A Multi-linear Discriminant Analysis of 2D Frontal Face Images. - Carlos E. Thomaz; Vagner do Amaral; Gilson Antonio Giraldi; Edson C. Kitani; João Ricardo Sato; Duncan Fyfe Gillies (SIBGRAPI, 2009)

Visual Interpretation of Self Organizing Maps. - Edson C. Kitani; Emílio Del Moral Hernandez; Carlos E. Thomaz; Leandro Augusto da Silva 001 (SBRN, 2010)

Discriminant Component Analysis and Self-Organized Manifold Mapping for Exploring and Understanding Image Face Spaces. - Gilson A. Giraldi; Edson C. Kitani; Emilio Del-Moral-Hernandez; Carlos E. Thomaz (SIBGRAPI Tutorials, 2011)

SOMM - Self-Organized Manifold Mapping. - Edson Caoru Kitani; Emilio Del-Moral-Hernandez; Leandro Augusto da Silva 001 (ICANN (2), 2012)

Learning Embedded Data Structure with Self-Organizing Maps. - Edson C. Kitani; Emilio Del-Moral-Hernandez; Leandro Augusto da Silva 001 (WSOM, 2012)

Fine-tuning of the SOMkNN classifier. - Leandro Augusto da Silva 001; Edson C. Kitani; Emilio Del-Moral-Hernandez (IJCNN, 2013)

An Acceleration Method Based on Deep Learning and Multilinear Feature Space. - Michel Andre L. Vinagreiro; Edson C. Kitani; Armando Antônio Maria Laganá; Leopoldo Rideki Yoshioka (CoRR, 2021)

Deep Learning-Based Instance Segmentation for Enhanced Navigation of Agricultural Vehicles. - Renato De Avila Lopes; Marcus Vinicius Leal de Carvalho; Edson C. Kitani; Francisco De Assis Zampirolli; Leopoldo Rideki Yoshioka; Luiz Antonio Celiberto Junior; Ugo Ibusuki (RITA, 2025)