Greenery Segmentation In Urban Images By Deep Learning. - Artur A. M. Oliveira; Nina S. T. Hirata; Roberto Hirata Jr. (CoRR, 2019)

Improving Self-supervised Dimensionality Reduction: Exploring Hyperparameters and Pseudo-Labeling Strategies. - Artur André Almeida de Macedo Oliveira; Mateus Espadoto; Roberto Hirata; Nina S. T. Hirata; Alexandru C. Telea (VISIGRAPP (Revised Selected Papers), 2021)

INACITY - INvestigate and Analyze a CITY. - Artur André Almeida de Macedo Oliveira; Roberto Hirata Jr. (SoftwareX, 2021)

Locating Urban Trees near Electric Wires using Google Street View Photos: A New Dataset and A Semi-Supervised Learning Approach in the Wild. - Artur André Almeida de Macedo Oliveira; Zhangyang Wang; Roberto Hirata (CVPR Workshops, 2022)

SDBM: Supervised Decision Boundary Maps for Machine Learning Classifiers. - Artur A. M. Oliveira; Mateus Espadoto; Roberto Hirata Jr.; Alexandru C. Telea (VISIGRAPP (3: IVAPP), 2022)

Stability Analysis of Supervised Decision Boundary Maps. - Artur A. M. Oliveira; Mateus Espadoto; Roberto Hirata Jr.; Alexandru C. Telea (SN Comput. Sci., 2023)

Improving Image Classification Tasks Using Fused Embeddings and Multimodal Models. - Artur A. M. Oliveira; Mateus Espadoto; Roberto Hirata Jr.; Roberto M. Cesar Jr. (VISIGRAPP (2): VISAPP, 2025)

Creating User-steerable Projections with Interactive Semantic Mapping. - Artur A. M. Oliveira; Mateus Espadoto; Roberto Hirata Jr.; Roberto M. Cesar Jr.; Alexandru C. Telea (CoRR, 2025)