Hybrid Activity and Plan Recognition for Video Streams. - Roger Leitzke Granada; Ramon Fraga Pereira; Juarez Monteiro; Rodrigo Coelho Barros; Duncan D. Ruiz; Felipe Meneguzzi (AAAI Workshops, 2017)

Deep Neural Networks for Handwritten Chinese Character Recognition. - Renan Guedes Maidana; Juarez Monteiro dos Santos; Roger Leitzke Granada; Alexandre de Morais Amory; Rodrigo Coelho Barros (BRACIS, 2017)

A Deep Neural Architecture for Kitchen Activity Recognition. - Roger Leitzke Granada; Juarez Monteiro; Rodrigo Coelho Barros; Felipe Rech Meneguzzi (FLAIRS, 2017)

Virtual guide dog: An application to support visually-impaired people through deep convolutional neural networks. - Juarez Monteiro; João Paulo Aires; Roger Granada; Rodrigo C. Barros; Felipe Meneguzzi (IJCNN, 2017)

Deep neural networks for kitchen activity recognition. - Juarez Monteiro; Roger Granada; Rodrigo C. Barros; Felipe Meneguzzi (IJCNN, 2017)

Using Scene Context to Improve Action Recognition. - Juarez Monteiro; Roger Granada; Felipe Meneguzzi; Rodrigo Coelho Barros (CIARP, 2018)

Norm Conflict Identification using Vector Space Offsets. - João Paulo Aires; Juarez Monteiro; Roger Granada; Felipe Meneguzzi (IJCNN, 2018)

Evaluating the Feasibility of Deep Learning for Action Recognition in Small Datasets. - Juarez Monteiro; Roger Granada; João Paulo Aires; Rodrigo C. Barros (IJCNN, 2018)

Improving Action Recognition using Temporal Regions. - Roger Leitzke Granada; João Paulo Aires; Juarez Monteiro; Felipe Rech Meneguzzi; Rodrigo Coelho Barros (J. Inf. Data Manag., 2018)

Fusing Scene Context to Improve Object Recognition. - Leandro Pereira da Silva; Roger Granada; Juarez Monteiro; Duncan D. Ruiz (J. Inf. Data Manag., 2018)

Classification of Contractual Conflicts via Learning of Semantic Representations. - João Paulo Aires; Roger Granada; Juarez Monteiro; Rodrigo Coelho Barros; Felipe Meneguzzi (AAMAS, 2019)

Classifying Norm Conflicts using Learned Semantic Representations. - João Paulo Aires; Roger Granada; Juarez Monteiro; Rodrigo C. Barros; Felipe Meneguzzi (CoRR, 2019)

Imitating Unknown Policies via Exploration. - Nathan Gavenski; Juarez Monteiro; Roger Granada; Felipe Meneguzzi; Rodrigo C. Barros (BMVC, 2020)

Augmented Behavioral Cloning from Observation. - Juarez Monteiro; Nathan Gavenski; Roger Granada; Felipe Meneguzzi; Rodrigo C. Barros (IJCNN, 2020)

Object-Based Goal Recognition Using Real-World Data. - Roger Granada; Juarez Monteiro; Nathan Gavenski; Felipe Meneguzzi (MICAI (1), 2020)

HAPRec: Hybrid Activity and Plan Recognizer. - Roger Granada; Ramon Fraga Pereira; Juarez Monteiro; Leonardo Amado; Rodrigo C. Barros; Duncan Dubugras A. Ruiz; Felipe Meneguzzi (CoRR, 2020)

How Resilient Are Imitation Learning Methods to Sub-optimal Experts? - Nathan Gavenski; Juarez Monteiro; Adilson Medronha; Rodrigo C. Barros (BRACIS (2), 2022)

Self-Supervised Adversarial Imitation Learning. - Juarez Monteiro; Nathan Gavenski; Felipe Meneguzzi; Rodrigo C. Barros (IJCNN, 2023)

Explorative Imitation Learning: A Path Signature Approach for Continuous Environments. - Nathan Gavenski; Juarez Monteiro; Felipe Meneguzzi; Michael Luck; Odinaldo Rodrigues (ECAI, 2024)