Modeling QoS provision on adaptable communication environments. - Antônio Tadeu A. Gomes; Sérgio Colcher; Luiz Fernando Gomes Soares (ICC, 2001)

Towards a Descriptive Approach to Model Adaptable Communication Environments. - Antônio Tadeu A. Gomes; Sérgio Colcher; Luiz Fernando Gomes Soares (ICN (2), 2001)

Adaptable Resource Management Based on the Virtual Resource Tree Model. - Marcelo Ferreira Moreno; Sérgio Colcher; Luiz Fernando Gomes Soares (ICN/ICONS/MCL, 2006)

Synchronization Abstractions and Separation of Concerns as Key Aspects to the Interoperability in IoT. - Márcio Ferreira Moreno; Renato Cerqueira; Sérgio Colcher (InterIoT/SaSeIoT, 2016)

Extending NCL to Support Multiuser and Multimodal Interactions. - Álan Lívio Vasconcelos Guedes; Roberto Gerson De Albuquerque Azevedo; Sérgio Colcher; Simone D. J. Barbosa (WebMedia, 2016)

The Fábulas Model for Authoring Web-based Children's eBooks. - Hedvan Fernandes Pinto; Carlos de Salles Soares Neto; Sérgio Colcher; Roberto Gerson De Albuquerque Azevedo (DocEng, 2017)

A Hypervideo Model for Learning Objects. - 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 (HT, 2017)

Converting NCL Documents to Smix and Fixing Their Semantics and Interpretation in the Process. - Guilherme Augusto Ferreira Lima; Roberto Gerson De Albuquerque Azevedo; Sérgio Colcher; Edward Hermann Haeusler (WebMedia, 2017)

Developing Deep Learning Models for Multimedia Applications in TensorFlow. - Antonio José G. Busson; Lucas Caracas de Figueiredo; Gabriel N. P. dos Santos; André Luiz de Brandão Damasceno; Sérgio Colcher; Ruy Milidiú (WebMedia, 2018)

Dynamic Integration of Foreign-Language Parsers into an NCL Player. - Jorge P. Dodsworth; Lucas de Macêdo Terças; Álan L. V. Guedes; Guilherme F. Lima; Carlos de Salles Soares Neto; Sérgio Colcher (WebMedia, 2018)

Modeling Multimodal-Multiuser Interactions in Declarative Multimedia Languages. - Álan L. V. Guedes; Roberto Gerson De Albuquerque Azevedo; Sérgio Colcher; Simone D. J. Barbosa (DocEng, 2019)

A CNN-Based Tool to Index Emotion on Anime Character Stickers. - Ivan Jesus; Jessica Cardoso; Antonio José G. Busson; Álan Lívio Vasconcelos Guedes; Sérgio Colcher; Ruy Luiz Milidiú (ISM, 2019)

Subjective Evaluation of 360-degree Sensory Experiences. - Álan L. V. Guedes; Roberto Gerson de Albuquerque Azevedo; Pascal Frossard; Sérgio Colcher; Simone Diniz Junqueira Barbosa (MMSP, 2019)

An ergonomic evaluation method using a mobile depth sensor and pose estimation. - 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 (WebMedia, 2019)

A baseline for NSFW video detection in e-learning environments. - Pedro V. A. de Freitas; Gabriel N. P. dos Santos; Antonio José G. Busson; Álan L. V. Guedes; Sérgio Colcher (WebMedia, 2019)

An introduction to data stream processing: a complex event processing approach. - Marcos Roriz; Fernando B. V. Magalhães; Álan L. V. Guedes; Sérgio Colcher; Markus Endler (WebMedia, 2019)

Deep learning methods for video understanding. - Gabriel N. P. dos Santos; Pedro V. A. de Freitas; Antonio José G. Busson; Álan L. V. Guedes; Ruy Milidiú; Sérgio Colcher (WebMedia, 2019)

A Multimodal CNN-based Tool to Censure Inappropriate Video Scenes. - 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 (CoRR, 2019)

A Deep Convolutional Network for Seismic Shot-Gather Image Quality Classification. - Eduardo Betine Bucker; Antonio José Grandson Busson; Ruy Luiz Milidiú; Sérgio Colcher; Bruno Pereira Dias; André Bulcão (CoRR, 2019)

Stocks Clustering Based on Textual Embeddings for Price Forecasting. - André D. C. M. de Oliveira; Pedro F. A. Pinto; Sérgio Colcher (BRACIS (2), 2020)

An Authoring Model for Interactive 360 Videos. - Paulo Renato C. Mendes; Álan L. V. Guedes; Daniel de S. Moraes; Roberto Gerson de Albuquerque Azevedo; Sérgio Colcher (ICME Workshops, 2020)

Video Quality Enhancement Using Deep Learning-Based Prediction Models for Quantized DCT Coefficients in MPEG I-frames. - Antonio José G. Busson; Paulo Renato C. Mendes; Daniel de S. Moraes; Álvaro M. da Veiga; Álan L. V. Guedes; Sérgio Colcher (ISM, 2020)

A Clustering-Based Method for Automatic Educational Video Recommendation Using Deep Face-Features of Lecturers. - Paulo Renato C. Mendes; Eduardo S. Vieira; Álan L. V. Guedes; Antonio José G. Busson; Sérgio Colcher (ISM, 2020)

Decoder-Side Quality Enhancement of JPEG Images Using Deep Learning-Based Prediction Models for Quantized DCT Coefficients. - Antonio José G. Busson; Paulo Renato C. Mendes; Daniel de S. Moraes; Álvaro Mário G. da Veiga; Sérgio Colcher; Álan Lívio Vasconcelos Guedes (WebMedia, 2020)

A Cluster-Matching-Based Method for Video Face Recognition. - Paulo Renato C. Mendes; Antonio José G. Busson; Sérgio Colcher; Daniel Schwabe 001; Álan Lívio Vasconcelos Guedes; Carlos Laufer (WebMedia, 2020)

SucupiraBot: An Interactive Question-Answering System for the Sucupira Platform. - Ivan Pereira; Jessica Sousa; Polyana B. da Costa; Simone D. J. Barbosa; Sérgio Colcher (WebMedia, 2020)

Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network. - Antonio José G. Busson; Sérgio Colcher; Ruy Luiz Milidiú; Bruno Pereira Dias; André Bulcão (CoRR, 2020)

Prior Flow Variational Autoencoder: A density estimation model for Non-Intrusive Load Monitoring. - Luis Felipe M. O. Henriques; Eduardo Morgan; Sérgio Colcher; Ruy Luiz Milidiú (CoRR, 2020)

A Cluster-Based Method for Action Segmentation Using Spatio-Temporal and Positional Encoded Embeddings. - Guilherme de A. P. Marques; Antonio José G. Busson; Álan Lívio Vasconcelos Guedes; Sérgio Colcher (WebMedia, 2021)

Quality Enhancement of Highly Degraded Music Using Deep Learning-Based Prediction Models for Lost Frequencies. - Arthur C. Serra; Antonio José G. Busson; Álan L. V. Guedes; Sérgio Colcher (WebMedia, 2021)

Should I See or Should I Go: Automatic Detection of Sensitive Media in Messaging Apps. - Arthur C. Serra; Paulo Renato C. Mendes; Pedro V. A. de Freitas; Antonio José G. Busson; Álan L. V. Guedes; Sérgio Colcher (WebMedia, 2021)

Generating Data Augmentation samples for Semantic Segmentation of Salt Bodies in a Synthetic Seismic Image Dataset. - Luis Felipe M. O. Henriques; Sérgio Colcher; Ruy Luiz Milidiú; André Bulcão; Pablo Barros 002 (CoRR, 2021)

Building a Noisy Audio Dataset to Evaluate Machine Learning Approaches for Automatic Speech Recognition Systems. - Julio Cesar Duarte; Sérgio Colcher (CoRR, 2021)

Unsupervised method for video action segmentation through spatio-temporal and positional-encoded embeddings. - Guilherme de A. P. Marques; Antonio José G. Busson; Álan Lívio Vasconcelos Guedes; Julio Cesar Duarte; Sérgio Colcher (MMSys, 2022)

110K Sensitive Video Dataset. - Pedro Vinicius Almeida de Freitas; Gabriel Noronha Pereira dos Santos; Antonio José Grandson Busson; Álan Lívio Vasconcelos Guedes; Sérgio Colcher (IEEE DataPort, 2022)

Realistic Facial Deep Fakes Detection Through Self-Supervised Features Generated by a Self-Distilled Vision Transformer. - Bruno Rocha Gomes; Antonio José G. Busson; José M. C. Boaro; Sérgio Colcher (WebMedia, 2023)

Hierarchical Classification of Financial Transactions Through Context-Fusion of Transformer-based Embeddings and Taxonomy-aware Attention Layer. - Antonio José G. Busson; Rafael H. 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; et al. (CoRR, 2023)

Experimenting with Planning and Reasoning in Ad Hoc Teamwork Environments with Large Language Models. - Polyana Bezerra da Costa; Pedro Thiago Cutrim dos Santos; José Matheus Carvalho Boaro; Daniel de Sousa Moraes; Julio Cesar Duarte; Sérgio Colcher (ICAART (1), 2024)

A Middleware Architecture for Enhancing Multimedia Flows with High-Level Semantic Information. - José Matheus Carvalho Boaro; Polyana Bezerra da Costa; Daniel de Sousa Moraes; Pedro Thiago Cutrim dos Santos; João G. Ribeiro; Julio Cesar Duarte; Alberto Sardinha; Sérgio Colcher (IMX Workshops, 2024)

Using Zero-shot Prompting in the Automatic Creation and Expansion of Topic Taxonomies for Tagging Retail Banking Transactions. - 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; et al. (CoRR, 2024)

Learning Self-distilled Features for Facial Deepfake Detection Using Visual Foundation Models: General Results and Demographic Analysis. - Yan Martins Braz Gurevitz Cunha; Bruno Rocha Gomes; José Matheus Carvalho Boaro; Daniel de Sousa Moraes; Antonio José Grandson Busson; Julio Cesar Duarte; Sérgio Colcher (J. Interact. Syst., 2024)

Noise-Robust Automatic Speech Recognition: A Case Study for Communication Interference. - Julio Cesar Duarte; Sérgio Colcher (J. Interact. Syst., 2024)

Action Segmentation through Self-Supervised Video Features and Positional-Encoded Embeddings. - Guilherme de A. P. Marques; José Matheus Carvalho Boaro; Antonio José G. Busson; Álan L. V. Guedes; Julio Cesar Duarte; Sérgio Colcher (ACM Trans. Multim. Comput. Commun. Appl., 2024)