Design of Radial Basis Function Network as Classifier in Face Recognition Using Eigenfaces. - Carlos E. Thomaz; Raul Queiroz Feitosa; Álvaro Veiga (SBRN, 1998)

Mobile Robot Path Planning Using Genetic Algorithms. - Carlos E. Thomaz; Marco Aurélio Cavalcanti Pacheco; Marley M. B. R. Vellasco (IWANN (1), 1999)

A New Quadratic Classifier Applied to Biometric Recognition. - Carlos E. Thomaz; Duncan Fyfe Gillies; Raul Queiroz Feitosa (Biometric Authentication, 2002)

Visual Analysis of the Use of Mixture Covariance Matrices in Face Recognition. - Carlos E. Thomaz; Duncan Fyfe Gillies (AVBPA, 2003)

A New Fisher-Based Method Applied to Face Recognition. - Carlos E. Thomaz; Duncan Fyfe Gillies (CAIP, 2003)

Using mixture covariance matrices to improve face and facial expression recognitions. - Carlos E. Thomaz; Duncan Fyfe Gillies; Raul Queiroz Feitosa (Pattern Recognit. Lett., 2003)

Using a Maximum Uncertainty LDA-Based Approach to Classify and Analyse MR Brain Images. - Carlos E. Thomaz; James P. Boardman; Derek L. G. Hill; Joseph V. Hajnal; David D. Edwards; Mary A. Rutherford; Duncan Fyfe Gillies; Daniel Rueckert (MICCAI (1), 2004)

A new covariance estimate for Bayesian classifiers in biometric recognition. - Carlos E. Thomaz; Duncan Fyfe Gillies; Raul Queiroz Feitosa (IEEE Trans. Circuits Syst. Video Technol., 2004)

Maximum entropy covariance estimate for statistical pattern recognition. - Carlos Eduardo Thomaz (2004)

A Maximum Uncertainty LDA-Based Approach for Limited Sample Size Problems : With Application to Face Recognition. - Carlos E. Thomaz; Duncan Fyfe Gillies (SIBGRAPI, 2005)

A whole brain morphometric analysis of changes associated with pre-term birth. - Carlos E. Thomaz; James P. Boardman; Serena J. Counsell; Derek L. G. Hill; Joseph V. Hajnal; A. David Edwards; Mary A. Rutherford; Duncan Fyfe Gillies; Daniel Rueckert (Image Processing, 2006)

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

Extracting Discriminative Information from Medical Images: A Multivariate Linear Approach. - Carlos E. Thomaz; Nelson A. O. Aguiar; Sergio H. A. Oliveira; Fabio L. S. Duran; Geraldo F. Busatto; Duncan Fyfe Gillies; Daniel Rueckert (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)

A multivariate statistical analysis of the developing human brain in preterm infants. - Carlos E. Thomaz; James P. Boardman; Serena J. Counsell; Derek L. G. Hill; Joseph V. Hajnal; A. David Edwards; Mary A. Rutherford; Duncan Fyfe Gillies; Daniel Rueckert (Image Vis. Comput., 2007)

Multivariate Statistical Differences of MRI Samples of the Human Brain. - Carlos E. Thomaz; Fabio L. S. Duran; Geraldo F. Busatto; Duncan Fyfe Gillies; Daniel Rueckert (J. Math. Imaging Vis., 2007)

Assimilating knowledge from neuroimages in schizophrenia diagnostics. - Paulo E. Santos; Carlos E. Thomaz; Luiz A. Celiberto; Fabio L. S. Duran; Wagner F. Gattaz; Geraldo F. Busatto (Logic and Probability for Scene Interpretation, 2008)

Discriminant Eigenfaces: A New Ranking Method for Principal Components Analysis. - Carlos E. Thomaz; Gilson Antonio Giraldi (SBIA, 2008)

Multivariate gene expression analysis reveals functional connectivity changes between normal/tumoral prostates. - André Fujita; Luciana Rodrigues Gomes; João Ricardo Sato; Rui Yamaguchi; Carlos E. Thomaz; Mari Cleide Sogayar; Satoru Miyano (BMC Syst. Biol., 2008)

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)

Hyperplane navigation: A method to set individual scores in fMRI group datasets. - João Ricardo Sato; Carlos Eduardo Thomaz; Ellison Fernando Cardoso; André Fujita; Maria da Graça Morais Martin; Edson Amaro Jr. (NeuroImage, 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 Multivariate Statistical Analysis of Muscular Biopotential for Human Arm Movement Characterization. - Giuliano Alves da Silva; Maria Cláudia Ferrari de Castro; Carlos E. Thomaz (BIOSIGNALS, 2009)

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)

A Kernel Maximum uncertainty Discriminant Analysis and its Application to Face Recognition. - Carlos E. Thomaz; Gilson Antonio Giraldi (VISAPP (1), 2009)

Corrigendum to "Evaluating SVM and MLDA in the extraction of discriminant regions for mental state prediction": [NeuroImage 46 (2009) 105-114]. - João Ricardo Sato; André Fujita; Carlos Eduardo Thomaz; Maria da Graça Morais Martin; Janaina Mourão Miranda; Michael John Brammer; Edson Amaro Jr. (NeuroImage, 2009)

Evaluating SVM and MLDA in the extraction of discriminant regions for mental state prediction. - João Ricardo Sato; André Fujita; Carlos Eduardo Thomaz; Maria da Graça Morais Martin; Janaina Mourão Miranda; Michael John Brammer; Edson Amaro Júnior (NeuroImage, 2009)

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

Exploring the knowledge contained in neuroimages: Statistical discriminant analysis and automatic segmentation of the most significant changes. - Paulo E. Santos; Carlos E. Thomaz; Danilo dos Santos; Rodolpho Freire; João Ricardo Sato; Mario Louzã; Paulo Sallet; Geraldo F. Busatto; Wagner F. Gattaz (Artif. Intell. Medicine, 2010)

A new ranking method for principal components analysis and its application to face image analysis. - Carlos E. Thomaz; Gilson Antonio Giraldi (Image Vis. Comput., 2010)

Analyzing the connectivity between regions of interest: An approach based on cluster Granger causality for fMRI data analysis. - João Ricardo Sato; André Fujita; Ellison Fernando Cardoso; Carlos E. Thomaz; Michael J. Brammer; Edson Amaro Jr. (NeuroImage, 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)

A Priori-Driven PCA. - Carlos E. Thomaz; Gilson A. Giraldi; Joaquim F. Pinto da Costa; Duncan Fyfe Gillies (ACCV Workshops (2), 2012)

Ranking Methods for Tensor Components Analysis and Their Application to Face Images. - Tiene A. Filisbino; Gilson A. Giraldi; Carlos Eduardo Thomaz (SIBGRAPI, 2013)

Low-cost Automatic Inpainting for Artifact Suppression in Facial Images. - André Sobiecki; Alexandru C. Telea; Gilson A. Giraldi; Luiz A. Pereira Neves; Carlos Eduardo Thomaz (VISAPP (1), 2013)

Using variance information in magnetoencephalography measures of functional connectivity. - Emma L. Hall; Mark William Woolrich; Carlos E. Thomaz; Peter G. Morris; Matthew J. Brookes (NeuroImage, 2013)

Brain Mapping and Interpretation of Reading Processing in Children Using EEG and Multivariate Statistical Analysis. - Fabio Theoto Rocha; Carlos Eduardo Thomaz; Armando Freitas da Rocha; Eduardo Massad (SIBGRAPI, 2014)

A Photo-Realistic Generator of Most Expressive and Discriminant Changes in 2D Face Images. - Igor R. R. Xavier; M. Pereira; Gilson A. Giraldi; Stuart James Gibson; Christopher J. Solomon; Daniel Rueckert; Duncan Gillies; Carlos E. Thomaz (EST, 2015)

Comparing Ranking Methods for Tensor Components in Multilinear and Concurrent Subspace Analysis with Applications in Face Images. - Tiene A. Filisbino; Gilson A. Giraldi; Carlos E. Thomaz (Int. J. Image Graph., 2015)

Composition of Local Normal Coordinates and Polyhedral Geometry in Riemannian Manifold Learning. - Gastão Florêncio Miranda Jr.; Gilson A. Giraldi; Carlos E. Thomaz; Daniel Millan (Int. J. Nat. Comput. Res., 2015)

Priori-driven dimensions of face-space: experiments incorporating eye-tracking information. - Carlos E. Thomaz; Vagner do Amaral; Duncan Fyfe Gillies; Daniel Rueckert (ETRA, 2016)

A Statistical Quadtree Decomposition to Improve Face Analysis. - Vagner do Amaral; Gilson A. Giraldi; Carlos E. Thomaz (ICPRAM, 2016)

Ranking Principal Components in Face Spaces through AdaBoost.M2 Linear Ensemble. - Tiene A. Filisbino; Gilson A. Giraldi; Carlos Eduardo Thomaz (SIBGRAPI, 2016)

Tensor Fields for Multilinear Image Representation and Statistical Learning Models Applications. - Tiene Andre Filisbino; Carlos Eduardo Thomaz (SIBGRAPI Tutorials, 2016)

From architecture to manufacturing: an accurate framework for optimal operational transconductance amplifier design. - Rodrigo Alves De Lima Moreto; Antonio Luis Pacheco Rotondaro; Carlos Eduardo Thomaz; Salvador Pinillos Gimenez (Int. J. High Perform. Syst. Archit., 2016)

EEG and Eye Movement Maps of Chess Players. - Laercio R. Silva Junior; Fabio Henrique Goncalves Cesar; Fabio Theoto Rocha; Carlos E. Thomaz (ICPRAM, 2017)

Geometric Data Analysis Based on Manifold Learning with Applications for Image Understanding. - Gastão Florêncio Miranda Jr.; Carlos Eduardo Thomaz; Gilson Antonio Giraldi (SIBGRAPI Tutorials, 2017)

Chess Experience and EEG Brain Cortical Organisation: An Analysis Using Entropy, Multivariate Statistics and Loreta Sources. - Fabio Theoto Rocha; Laercio Ribeiro Da Silva; Fabio Henrique Goncalves Cesar; Gilson Antonio Giraldi; Carlos Eduardo Thomaz (SIBGRAPI, 2017)

Is human face processing a feature- or pattern-based task? Evidence using a unified computational method driven by eye movements. - Carlos E. Thomaz; Vagner do Amaral; Gilson A. Giraldi; Duncan Fyfe Gillies; Daniel Rueckert (CoRR, 2017)

Ranking Tensor Subspaces in Weighted Multilinear Principal Component Analysis. - Tiene A. Filisbino; Gilson A. Giraldi; Carlos E. Thomaz (Int. J. Pattern Recognit. Artif. Intell., 2017)

Gaussian Fitness Functions for Optimizing Analog CMOS Integrated Circuits. - Rodrigo Alves De Lima Moreto; Carlos Eduardo Thomaz; Salvador Pinillos Gimenez (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

Clutch Judder Classification and Prediction: A Multivariate Statistical Analysis Based on Torque Signals. - Ivan R. S. Gregori; Ivandro Sanches; Carlos E. Thomaz (IEEE Trans. Ind. Electron., 2017)

Nonlinear Discriminant Principal Component Analysis for Image Classification and Reconstruction. - Tiene A. Filisbino; Gilson A. Giraldi; Carlos E. Thomaz (BRACIS, 2018)

Automatic Optimization of Robust Analog CMOS ICs: An Interactive Genetic Algorithm Driven by Human Knowledge. - Rodrigo Alves De Lima Moreto; Carlos Eduardo Thomaz; Salvador Pinillos Gimenez (SBCCI, 2018)

An innovative strategy to reduce die area of robust OTA by using iMTGSPICE and diamond layout style for MOSFETs. - José Roberto Banin Júnior; Rodrigo Alves De Lima Moreto; Gabriel Augusto da Silva; Carlos Eduardo Thomaz; Salvador Pinillos Gimenez (SBCCI, 2019)

Interactive evolutionary approach to reduce the optimization cycle time of a low noise amplifier. - Rodrigo Alves De Lima Moreto; Douglas Rocha; Carlos E. Thomaz; André Augusto Mariano; Salvador Pinillos Gimenez (SBCCI, 2019)

Age-related craniofacial differences based on spatio-temporal face image atlases. - Igor R. R. Xavier; Gilson A. Giraldi; Stuart James Gibson; Gilka J. F. Gattas; Daniel Rueckert; Carlos E. Thomaz (IET Image Process., 2019)

A customized genetic algorithm with in-loop robustness analyses to boost the optimization process of analog CMOS ICs. - Rodrigo Alves De Lima Moreto; Carlos Eduardo Thomaz; Salvador Pinillos Gimenez (Microelectron. J., 2019)

A Visual Perception Framework to Analyse Neonatal Pain in Face Images. - Lucas Pereira Carlini; Juliana C. A. Soares; Giselle V. T. Silva; Tatiany M. Heiderich; Rita de Cássia Xavier Balda; Marina Carvalho de Moraes Barros; Ruth Guinsburg; Carlos Eduardo Thomaz (ICIAR (1), 2020)

Visual Perception Ranking of Chess Players. - Laercio R. Silva Junior; Carlos E. Thomaz (ICIAR (1), 2020)

Neonatal Pain Scales and Human Visual Perception: An Exploratory Analysis Based on Facial Expression Recognition and Eye-Tracking. - Lucas Pereira Carlini; Fernanda Goyo Tamanaka; Juliana C. A. Soares; Giselle V. T. Silva; Tatiany M. Heiderich; Rita de Cássia Xavier Balda; Marina Carvalho de Moraes Barros; Ruth Guinsburg; Carlos Eduardo Thomaz (ICPR Workshops (2), 2020)

Support vector machine ensembles for discriminant analysis for ranking principal components. - Tiene A. Filisbino; Gilson A. Giraldi; Carlos E. Thomaz (Multim. Tools Appl., 2020)

Nested AdaBoost procedure for classification and multi-class nonlinear discriminant analysis. - Tiene A. Filisbino; Gilson A. Giraldi; Carlos E. Thomaz (Soft Comput., 2020)

A Convolutional Neural Network-based Mobile Application to Bedside Neonatal Pain Assessment. - Lucas Pereira Carlini; Leonardo Antunes Ferreira; Gabriel de Almeida Sá Coutrin; Victor V. Varoto; Tatiany M. Heiderich; Rita de Cássia Xavier Balda; Marina Carvalho de Moraes Barros; Ruth Guinsburg; Carlos E. Thomaz (SIBGRAPI, 2021)

Performance analysis of chess players comparing traditional and novel cognitive perception ranking measures. - Laercio Ribeiro Da Silva; Wilson da Silva; Carlos E. Thomaz (SIBGRAPI, 2021)

Convolutional Neural Networks for Newborn Pain Assessment Using Face Images: A Quantitative and Qualitative Comparison. - Gabriel A. S. Coutrin; Lucas Pereira Carlini; Leonardo Antunes Ferreira; Tatiany M. Heiderich; Rita C. X. Balda; Marina C. M. Barros; Ruth Guinsburg; Carlos E. Thomaz (MICAD, 2022)

Patterns in Pupillary Diameter Variation While Reading Portuguese Language Texts. - João Vitor Macedo Romera; Rafael Nobre Orsi; Carlos Eduardo Thomaz (ICPRAM, 2023)

Revisiting N-CNN for Clinical Practice. - Leonardo Antunes Ferreira; Lucas Pereira Carlini; Gabriel de Almeida Sá Coutrin; Tatiany Marcondes Heiderich; Marina Carvalho de Moraes Barros; Ruth Guinsburg; Carlos Eduardo Thomaz (PRIME@MICCAI, 2023)

Neonatal pain assessment: A Kendall analysis between clinical and visually perceived facial features. - Fernanda Goyo Tamanaka; Lucas Pereira Carlini; Tatiany M. Heiderich; Rita de Cássia Xavier Balda; Marina Carvalho de Moraes Barros; Ruth Guinsburg; Carlos E. Thomaz (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Fréchet AutoEncoder Distance: A new approach for evaluation of Generative Adversarial Networks. - Lucas F. Buzuti; Carlos E. Thomaz (Comput. Vis. Image Underst., 2023)

Human vs machine towards neonatal pain assessment: A comprehensive analysis of the facial features extracted by health professionals, parents, and convolutional neural networks. - Lucas Pereira Carlini; Gabriel de Almeida Sá Coutrin; Leonardo Antunes Ferreira; Juliana do Carmo Azevedo Soares; Giselle V. T. Silva; Tatiany Marcondes Heiderich; Rita C. X. Balda; Marina Carvalho de Moraes Barros; Ruth Guinsburg; Carlos Eduardo Thomaz (Artif. Intell. Medicine, 2024)

Disclosing neonatal pain in real-time: AI-derived pain sign from continuous assessment of facial expressions. - Leonardo Antunes Ferreira; Lucas Pereira Carlini; Gabriel de Almeida Sá Coutrin; Tatiany Marcondes Heiderich; Rita de Cássia Xavier Balda; Marina Carvalho de Moraes Barros; Ruth Guinsburg; Carlos Eduardo Thomaz (Comput. Biol. Medicine, 2025)

How Misleading Can The Analysis of Human Eye Movements Be? Experiments on Dominante Eye and Cognitive Visual Perception. - Alisson Moriyasu Pinto; João Vitor Macedo Romera; Carlos Eduardo Thomaz (RITA, 2025)