Using grammars for pattern recognition in images: A systematic review. - Ricardo Wandré Dias Pedro; Fátima L. S. Nunes; Ariane Machado-Lima (ACM Comput. Surv., 2013)

Generating Facial Emotions for Diagnosis and Training. - Rafael Luiz Testa; Antonio Henrique Nunes Muniz; Liseth Urpy Segundo Carpio; Rodrigo da Silva Dias; Cristiana Castanho de Almeida Rocca; Ariane Machado-Lima; Fátima L. S. Nunes Marques (CBMS, 2015)

Uma contribuição ao auxíılio do diagnóstico do autismo a partir do processamento de imagens para extração de medidas antropométricas. - Samuel Portela Carvalho; Ariane Machado-Lima; Helena Paula Brentani; Décio Brunoni; Rodrigo Ambrósio Fock; Fátima de Lourdes dos Santos Nunes (RITA, 2016)

Factors Influencing the Perception of Realism in Synthetic Facial Expressions. - Rafael Luiz Testa; Ariane Machado-Lima; Fátima de Lourdes dos Santos Nunes (SIBGRAPI, 2018)

A New Syntactic Approach for Masses Classification in Digital Mammograms. - Ricardo Wandré Dias Pedro; Ariane Machado-Lima; Fátima L. S. Nunes (CBMS, 2019)

Synthesis of Facial Expressions in Photographs: Characteristics, Approaches, and Challenges. - Rafael Luiz Testa; Cléber Gimenez Corrêa; Ariane Machado-Lima; Fátima L. S. Nunes (ACM Comput. Surv., 2019)

Is mass classification in mammograms a solved problem? - A critical review over the last 20 years. - Ricardo Wandré Dias Pedro; Ariane Machado-Lima; Fátima L. S. Nunes (Expert Syst. Appl., 2019)

Evaluating the impact of polygonal representations on mass classification. - Rodrigo S. Hirama; Ricardo Wandré Dias Pedro; Vinicius S. K. Graciliano; Ariane Machado-Lima; Fátima L. S. Nunes (IWSSIP, 2020)

Autism Spectrum Disorder diagnosis based on trajectories of eye tracking data. - Thiago V. Cardoso; Gabriel C. Michelassi; Felipe O. Franco; Fernando Mitsuo Sumiya; Joana Portolese; Helena Paula Brentani; Ariane Machado-Lima; Fátima L. S. Nunes (CBMS, 2021)

Classification of Autism Spectrum Disorder Severity Using Eye Tracking Data Based on Visual Attention Model. - Mirian C. Revers; Jessica S. Oliveira; Felipe O. Franco; Joana Portolese; Thiago V. Cardoso; Andréia F. Silva; Ariane Machado-Lima; Fátima L. S. Nunes; Helena Paula Brentani (CBMS, 2021)

Towards an approach using grammars for automatic classification of masses in mammograms. - Ricardo Wandré Dias Pedro; Ariane Machado-Lima; Fátima L. S. Nunes (Comput. Intell., 2021)

Facial expression synthesis based on similar faces. - Rafael Luiz Testa; Ariane Machado-Lima; Fátima L. S. Nunes (Multim. Tools Appl., 2021)

Analysis of transcription tools for Brazilian Portuguese with focus on disfluency detection. - Alana S. Luna; Ariane Machado-Lima; Fátima L. S. Nunes (IHC, 2022)

Deepfake Detection on Videos Based on Ratio Images. - Rafael Luiz Testa; Ariane Machado-Lima; Fátima L. S. Nunes (IIAI-AAI, 2022)

ExpressionHop: A Lightweight Human Facial Expression Classifier. - Chengwei Wei; C.-C. Jay Kuo; Rafael Luiz Testa; Ariane Machado-Lima; Fátima L. S. Nunes (MIPR, 2022)

The impact of different facial expression intensities on the performance of pre-trained emotion recognition models. - Hermon Faria de Araujo; Fátima L. S. Nunes; Ariane Machado-Lima (SAC, 2022)

MicroRNA target prediction tools for animals: Where we are at and where we are going to - A systematic review. - Rayssa M. M. W. Feitosa; Paula Prieto-Oliveira; Helena Paula Brentani; Ariane Machado-Lima (Comput. Biol. Chem., 2022)

Classification of Facial Images to Assist in the Diagnosis of Autism Spectrum Disorder: A Study on the Effect of Face Detection and Landmark Identification Algorithms. - Gabriel C. Michelassi; Henrique S. Bortoletti; Tuany D. Pinheiro; Thiago Nobayashi; Fabio R. D. de Barros; Rafael Luiz Testa; Andréia F. Silva; Mirian C. Revers; Joana Portolese; Hélio Pedrini; Helena Paula Brentani; Fátima L. S. Nunes; et al. (BRACIS (2), 2023)

Does the Input Image Spatial Resolution Generate Different Synthetic Images? A Comparative Study of Facial Expression Synthesis Performance. - Rafael Luiz Testa; Ariane Machado-Lima; Fátima L. S. Nunes (SIBGRAPI, 2023)

A Stochastic Grammar Approach to Mass Classification in Mammograms. - Ricardo Wandré Dias Pedro; Ana Luiza Silveira Ferreira; Rodolph Vinicius Siqueira Pessoa; Almir Galvão Vieira Bitencourt; Ariane Machado-Lima; Fátima L. S. Nunes (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Computer-aided autism diagnosis using visual attention models and eye-tracking: replication and improvement proposal. - Felipe O. Franco; Jessica S. Oliveira; Joana Portolese; Fernando Mitsuo Sumiya; Andréia F. Silva; Ariane Machado-Lima; Fátima L. S. Nunes; Helena Paula Brentani (BMC Medical Informatics Decis. Mak., 2023)

Enhancing ensemble classifiers utilizing gaze tracking data for autism spectrum disorder diagnosis. - Rafaela Oliveira da Silva Sá; Gabriel de Castro Michelassi; Diego dos Santos Butrico; Felipe de Oliveira Franco; Fernando Mitsuo Sumiya; Joana Portolese; Helena Paula Brentani; Fátima L. S. Nunes; Ariane Machado-Lima (Comput. Biol. Medicine, 2024)

Identification and classification of speech disfluencies: A systematic review on methods, databases, tools, evaluation and challenges. - Alana S. Luna; Ariane Machado-Lima; Fátima L. S. Nunes (J. Braz. Comput. Soc., 2025)