Antonio José G. Busson

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 30

Top Topics

Collaborative Learning

Dct Coefficients

Hierarchical Classification

Top Venues

Publications

Daniel de S. Moraes, Pedro T. C. Santos, Polyana B. da Costa, Matheus A. S. Pinto, Ivan de J. P. Pinto, Álvaro Mário G. da Veiga, Sérgio Colcher, Antonio José G. Busson, Rafael H. Rocha, Rennan Gaio, Rafael Miceli, Gabriela Tourinho, Marcos Rabaioli, Leandro Santos, Fellipe Marques, David Favaro
Using Zero-shot Prompting in the Automatic Creation and Expansion of Topic Taxonomies for Tagging Retail Banking Transactions. CoRR (2024)
Antonio José G. Busson, Rennan Gaio, Rafael H. Rocha, Francisco Evangelista, Bruno Rizzi, Luan Carvalho, Rafael Miceli, Marcos Rabaioli, David Favaro
Saturn Platform: Foundation Model Operations and Generative AI for Financial Services. CoRR (2023)
Bruno Rocha Gomes, Antonio José G. Busson, José Boaro, Sérgio Colcher
Realistic Facial Deep Fakes Detection Through Self-Supervised Features Generated by a Self-Distilled Vision Transformer. WebMedia (2023)
Antonio José G. Busson, Rafael Rocha, Rennan Gaio, Rafael Miceli, Ivan Pereira, Daniel de S. Moraes, Sérgio Colcher, Álvaro M. da Veiga, Bruno Rizzi, Francisco Evangelista, Leandro Santos, Fellipe Marques, Marcos Rabaioli, Diego Feldberg, Debora Mattos, João Pasqua, Diogo Dias
Hierarchical Classification of Financial Transactions Through Context-Fusion of Transformer-based Embeddings and Taxonomy-aware Attention Layer. CoRR (2023)
Guilherme de A. P. Marques, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Julio Cesar Duarte, Sérgio Colcher
Unsupervised method for video action segmentation through spatio-temporal and positional-encoded embeddings. MMSys (2022)
Guilherme de A. P. Marques, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Sérgio Colcher
A Cluster-Based Method for Action Segmentation Using Spatio-Temporal and Positional Encoded Embeddings. WebMedia (2021)
Arthur C. Serra, Antonio José G. Busson, Álan L. V. Guedes, Sérgio Colcher
Quality Enhancement of Highly Degraded Music Using Deep Learning-Based Prediction Models for Lost Frequencies. WebMedia (2021)
Arthur C. Serra, Paulo Renato C. Mendes, Pedro V. A. de Freitas, Antonio José G. Busson, Álan L. V. Guedes, Sérgio Colcher
Should I See or Should I Go: Automatic Detection of Sensitive Media in Messaging Apps. WebMedia (2021)
Antonio José G. Busson, Paulo Renato C. Mendes, Daniel de S. Moraes, Álvaro M. da Veiga, Álan L. V. Guedes, Sérgio Colcher
Video Quality Enhancement Using Deep Learning-Based Prediction Models for Quantized DCT Coefficients in MPEG I-frames. CoRR (2020)
Antonio José G. Busson, Paulo Renato C. Mendes, Daniel de S. Moraes, Álvaro Mário G. da Veiga, Sérgio Colcher, Álan Lívio Vasconcelos Guedes
Decoder-Side Quality Enhancement of JPEG Images Using Deep Learning-Based Prediction Models for Quantized DCT Coefficients. WebMedia (2020)
Antonio José G. Busson, Paulo Renato C. Mendes, Daniel de S. Moraes, Álvaro M. da Veiga, Álan L. V. Guedes, Sérgio Colcher
Video Quality Enhancement Using Deep Learning-Based Prediction Models for Quantized DCT Coefficients in MPEG I-frames. ISM (2020)
Paulo Renato C. Mendes, Antonio José G. Busson, Sérgio Colcher, Daniel Schwabe, Álan L. V. Guedes, Carlos Laufer
A Cluster-Matching-Based Method for Video Face Recognition. CoRR (2020)
Paulo Renato C. Mendes, Antonio José G. Busson, Sérgio Colcher, Daniel Schwabe, Álan Lívio Vasconcelos Guedes, Carlos Laufer
A Cluster-Matching-Based Method for Video Face Recognition. WebMedia (2020)
Paulo Renato C. Mendes, Eduardo S. Vieira, Álan L. V. Guedes, Antonio José G. Busson, Sérgio Colcher
A Clustering-Based Method for Automatic Educational Video Recommendation Using Deep Face-Features of Lecturers. CoRR (2020)
Paulo Renato C. Mendes, Eduardo S. Vieira, Álan L. V. Guedes, Antonio José G. Busson, Sérgio Colcher
A Clustering-Based Method for Automatic Educational Video Recommendation Using Deep Face-Features of Lecturers. ISM (2020)
Antonio José G. Busson, Sérgio Colcher, Ruy Luiz Milidiú, Bruno Pereira Dias, André Bulcão
Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network. CoRR (2020)
Ivan Jesus, Jessica Cardoso, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Sérgio Colcher, Ruy Luiz Milidiú
A CNN-Based Tool to Index Emotion on Anime Character Stickers. ISM (2019)
Cicero Quarto, Antonio José G. Busson, Nécio de Lima Veras, Luís Fonseca, Edson Nascimento, Magda Bercht
A Multiagent System in Aid to the Formation of Groups for Collaborative Learning. ICALT (2019)
Pedro Vinicius A. de Freitas, Paulo Renato C. Mendes, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Giovanni Lucca França da Silva, Anselmo Cardoso de Paiva, Sérgio Colcher
An ergonomic evaluation method using a mobile depth sensor and pose estimation. WebMedia (2019)
Gabriel N. P. dos Santos, Pedro V. A. de Freitas, Antonio José G. Busson, Álan L. V. Guedes, Ruy Milidiú, Sérgio Colcher
Deep learning methods for video understanding. WebMedia (2019)
Cicero Quarto, Antonio José G. Busson, Luís Carlos Fonseca, Magda Bercht, Ewaldo Eder
Formation of Groups for Collaborative Learning: An Approach Based on Profiles of Individual Self-Reports. ICALT (2019)
Daniel Schwabe, Carlos Laufer, Antonio José G. Busson
Building Knowledge Graphs About Political Agents in the Age of Misinformation. CoRR (2019)
Pedro V. A. de Freitas, Gabriel N. P. dos Santos, Antonio José G. Busson, Álan L. V. Guedes, Sérgio Colcher
A baseline for NSFW video detection in e-learning environments. WebMedia (2019)
Pedro V. A. de Freitas, Paulo Renato C. Mendes, Gabriel N. P. dos Santos, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Sérgio Colcher, Ruy Luiz Milidiú
A Multimodal CNN-based Tool to Censure Inappropriate Video Scenes. CoRR (2019)
Antonio José G. Busson, Lucas Caracas de Figueiredo, Gabriel N. P. dos Santos, André Luiz de Brandão Damasceno, Sérgio Colcher, Ruy Milidiú
Developing Deep Learning Models for Multimedia Applications in TensorFlow. WebMedia (2018)
Carlos Laufer, Daniel Schwabe, Antonio José G. Busson
Ontologies for Representing Relations among Political Agents. CoRR (2018)
Carlos de Salles Soares Neto, Thacyla de Sousa Lima, André Luiz de Brandão Damasceno, Antonio José G. Busson
Creating Multimedia Learning Objects. WebMedia (2017)
Antonio José G. Busson, André Luiz de Brandão Damasceno, Roberto Gerson De Albuquerque Azevedo, Carlos de Salles Soares Neto, Thacyla de Sousa Lima, Sérgio Colcher
A Hypervideo Model for Learning Objects. HT (2017)
Antonio José G. Busson, André Luiz Brandão de Damasceno, Thacyla de Sousa Lima, Carlos de Salles Soares Neto
SceneSync: A Hypermedia Authoring Language for Temporal Synchronism of Learning Objects. WebMedia (2016)
Daniel de Sousa Moraes, André Luiz Brandão de Damasceno, Antonio José G. Busson, Carlos de Salles Soares Neto
Lua2NCL: Framework for Textual Authoring of NCL Applications using Lua. WebMedia (2016)