| 2026 |
Trabalho em evento |
Do Aprendizado Centralizado ao Federado: O Que Acontece com a Explicabilidade dos Modelos?
Trindade Daniel RIBEIRO; Zambon EDUARDO; Villaça Rodolfo Da SILVA; Diego Roberto Colombo DIAS; Comarela GIOVANNI
Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos
DOI 10.5753/sbrc.2026.19824
|
PS
Artificial Intelligence
|
| 2026 |
Trabalho em evento |
Are federated and centralized models alike? A comparative study via XAI
Borssato Antonio V O; Trindade Daniel R; Comarela Giovanni V; Zambon EDUARDO; Mota Vinícius F S et al
2026 22nd International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSSIoT)
DOI 10.1109/DCOSS-IoT69657.2026.00172
ISBN 9798331546700
|
PS
Artificial Intelligence
|
| 2026 |
Trabalho em evento |
FlowMIA: Membership Inference Attack on Generative Network Flow Models
Brotto Guilherme S G; Ribeiro Iran F; Comarela GIOVANNI; Drago IDILIO; Diego Roberto Colombo DIAS et al
2026 22nd International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSSIoT)
DOI 10.1109/DCOSS-IoT69657.2026.00186
ISBN 9798331546700
|
PS
Artificial Intelligence
|
| 2026 |
Trabalho em evento |
A Multidimensional Quality Assessment of Synthetic Movement Data for Post-Stroke Rehabilitation
Aline P De A FERREIRA; Lucas O ALVES; Fabio Alexander Fajardo MOLINARES; Marcelo De Paiva GUIMARÃES; Vinícius Fernandes Soares MOTA et al
The 26th International Conference on Computational Science and Its Applications
DOI 10.1007/978-3-032-30488-9_15
|
HS
Rehabilitation
|
| 2026 |
Trabalho em evento |
Zero-Shot LLM Sentiment Meets Market Microstructure: Parsimonious Feature Selection for High-Frequency Bitcoin Forecastings
Luis Arthur MORAES; Daniel MARQUES; Lucas NOJIRI; Elisa Tuler De ALBERGARIA; Diego Roberto Colombo DIAS et al
The 26th International Conference on Computational Science and Its Applications
DOI 10.1007/978-3-032-30488-9_35
|
PS
Artificial Intelligence
|
| 2026 |
Trabalho em evento |
Evaluating Segmentation and Temporal Resolution in Highway Crash Forecasting: The BR-040 Corridor
João Pedro TOZETTO; Isadora NUNES; Bernardo SOARES; Elisa Tuler De ALBERGARIA; Diego Roberto Colombo DIAS et al
The 26th International Conference on Computational Science and Its Applications
DOI 10.1007/978-3-032-30488-9_36
|
SH
Management Science and Operations Research
|
| 2026 |
Trabalho em evento |
Semantic Noise Filtering in Post-Stroke Kinematic Data: An Automated Deep Learning Approach
Victor Y K KWON; Luis Guilherme Silva RODRIGUES; Bartolomeu ZAMPROGNO; Marcelo De Paiva GUIMARÃES; Leonardo ROCHA et al
The 26th International Conference on Computational Science and Its Applications
DOI 10.1007/978-3-032-30488-9_37
|
PS
Artificial Intelligence
|
| 2026 |
Trabalho em evento |
A Machine Learning Approach for an End-to-End Music Inpainting Pipeline
Gustavo ROMÃO; Elisa Tuler De ALBERGARIA; Diego Roberto Colombo DIAS; Marcela Alves De ALMEIDA; Vinícius Fernandes Soares MOTA et al
The 26th International Conference on Computational Science and Its Applications
DOI 10.1007/978-3-032-30494-0_39
|
PS
Artificial Intelligence
|
| 2026 |
Trabalho em evento |
Hierarchical Edge-Cloud Scheduling for Sustainable Education Under Limited Connectivity
De Paiva Guimarães MARCELO; Diego Roberto Colombo DIAS; Cavalcante Rodolfo CARNEIRO; Hiago De Azevedo Dantas LUCAS; Fontes Aluisio Igor RÊGO et al
2026 Twelfth International Conference on eDemocracy &- eGovernment (ICEDEG)
DOI 10.1109/ICEDEG70169.2026.11695497
ISBN 9798319530349
|
PS
Computer Science Applications
|
| 2026 |
Artigo em periódico |
Review-Aware Recommender Systems (RARSs): Recent Advances; Experimental Comparative Analysis; Discussions; and New Directions
Guilherme BITTENCOURT; Naan VASCONCELOS; Yan ANDRADE; Nicollas De Campos SILVA; Washington CUNHA et al
ACM COMPUTING SURVEYS
DOI 10.1145/3744661
ISSN 0360-0300
|
PS
Computer Science Applications
|
| 2025 |
Trabalho em evento |
A Dynamic-adaptive Architecture for Immersive and Interactive 3D Collaborative Virtual Environments
Diego Roberto Colombo DIAS; Marcelo De Paiva GUIMARÃES; Giovanni Ventorim COMARELA; Vinícius Fernandes Soares MOTA; Vitor Fontana ZANOTELLI et al
The 39th International Conference on Advanced Information Networking and Applications (AINA-2025)
DOI 10.1007/978-3-031-87763-6_31
|
PS
Computer Graphics and Computer-Aided Design
|
| 2025 |
Trabalho em evento |
A Body Tracking Framework for Neuromotor Rehabilitation with Multimedia Application Support
Elvis Hernandes RIBEIRO; Alexandre Fonseca BRANDÃO; Marcelo De Paiva GUIMARÃES; Leonardo ROCHA; José Remo Ferreira BREGA et al
The 25th International Conference on Computational Science and Its Applications (ICCSA 2025)
DOI 10.1007/978-3-031-97000-9_22
|
PS
Biomedical Engineering
|
| 2025 |
Trabalho em evento |
Correlating Socioeconomic Factors and Syphilis Incidence: A Case Study in Brazil
Mateus TAVARES; Elias MENDES; Diego Roberto Colombo DIAS; Elisa TULER; Rodolfo VILLACA et al
The 25th International Conference on Computational Science and Its Applications (ICCSA 2025)
ISBN 978-3-031-969
|
HS
Epidemiology
|
| 2025 |
Trabalho em evento |
Combining Computer Vision and Artificial Intelligence to Support the Rehabilitation of Post-Stroke Patients
Luiz Felipe De CARMARGO; Gabriel Rissatti MIGUEL; Juliana Da Costa FEITOSA; Luis Guilherme Silva RODRIGUES; Diego Roberto Colombo DIAS et al
The 25th International Conference on Computational Science and Its Applications (ICCSA 2025)
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Trabalho em evento |
A strategy utilizing an LLM and augmented reality for handling the missing data: a case study using Unity; Vuforia and ChatGPT
Enio Vicente De LIMAS; Rita De Fátima Rodrigues GUIMARÃES; Bianchi Serique MEIGUINS; Leonardo ROCHA; Diego Roberto Colombo DIAS et al
The 25th International Conference on Computational Science and Its Applications (ICCSA 2025)
ISBN 978-3-031-976
|
PS
Artificial Intelligence
|
| 2025 |
Trabalho em evento |
Projeto Arquitetural para Escalabilidade: Plataforma de Poupança-Incentivo Pé-de-Meia
Diego Roberto Colombo DIAS; Filipe De Carvalho Pinto RAULINO; Edson Koiti Kudo YASOJIMA; Rafael Separilha DURELLI; Everson Mizael Cortez SILVA et al
Simpósio Brasileiro de Engenharia de Software (SBES) 2025
|
PS
Software
|
| 2025 |
Trabalho em evento |
Escalando a Gestão de Dados para a Educação Pública: O Caso do Hub Educacional - Sistema Gestão Presente (SGP)
Rafael Separilha DURELLI; Everson Mizael Cortez SILVA; Diego Roberto Colombo DIAS; Filipe De Carvalho Pinto RAULINO; Bruno LOPES et al
Simpósio Brasileiro de Engenharia de Software (SBES) 2025
|
PS
Computer Science Applications
|
| 2025 |
Trabalho em evento |
Uma Ferramenta para Organização Semântica de Informações de Helpdesk por meio de Modelagem de Tópicos
Daniel CARVALHO; Antonio PEREIRA; Washington CUNHA; Elisa TULER; Diego Roberto Colombo DIAS et al
XXXI Simpósio Brasileiro de Sistemas Multimídia e Web
|
PS
Computer Science Applications
|
| 2025 |
Artigo em periódico |
Exploring transparency: A comparative analysis of explainable artificial intelligence techniques in retinography images to support the diagnosis of glaucoma
Vieira CLEVERSON; Rocha LEONARDO; Guimarães MARCELO; Diego Roberto Colombo DIAS
COMPUTERS IN BIOLOGY AND MEDICINE
DOI 10.1016/j.compbiomed.2024.109556
ISSN 0010-4825
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Artigo em periódico |
Immunization thresholds to change the overall level and the effect of cases on deaths by COVID-19 in pregnant and postpartum women
Alessandro Jose Queiroz SARNAGLIA; Luciana Graziela De GODOI; Nátaly Adriana Jiménez MONROY; Fabio Alexander Fajardo MOLINARES; Bartolomeu ZAMPROGNO et al
ENVIRONMENTAL RESEARCH
DOI 10.1016/j.envres.2025.121047
ISSN 0013-9351
|
HS
Public Health; Environmental and Occupational Health
|
| 2025 |
Artigo em periódico |
-Are the current topic modeling evaluation metrics enough?- Mitigating the limitations of topic modeling evaluation metrics using a multi-perspective game theoretic approach
Pereira ANTÔNIO; Viegas FELIPE; Diego Roberto Colombo DIAS; Tuler ELISA; Machado Ana CLÁUDIA et al
KNOWLEDGE-BASED SYSTEMS
DOI 10.1016/j.knosys.2025.113634
ISSN 0950-7051
|
SH
Management Science and Operations Research
|
| 2024 |
Trabalho em evento |
Identification of Malicious URLs: A Purely Lexical Approach
Julio RODRIGUES; Charles Figueiredo De BARROS; Diego Roberto Colombo DIAS; Marcelo De Paiva GUIMARÃES; Elisa Tuler De ALBERGARIA et al
Computational Science and Its Applications ? ICCSA 2024 (ICCSA 2024)
|
PS
Computer Science Applications
|
| 2024 |
Trabalho em evento |
ReBase: a framework for acquiring and managing body tracking data
Tiago Trotta Lara BARBOSA; Luis Guilherme Silva RODRIGUES; José Remo Ferreira BREGA; Marcelo De Paiva GUIMARÃES; Leonardo ROCHA et al
SVR 2024: Symposium on Virtual and Augmented Reality
|
PS
Computer Science Applications
|
| 2024 |
Trabalho em evento |
Gamification and Tourism: the experience of built cultural heritage mediated by digital technology
Ana Paula GARCIA; Davidson FRADE; Diego Roberto Colombo DIAS; Marcela Alves De ALMEIDA
SVR 2024: Symposium on Virtual and Augmented Reality
|
SH
Tourism; Leisure and Hospitality Management
|
| 2024 |
Trabalho em evento |
Análise de Dispositivos BSN (Biomechanics Sensor Node) para mensuração e análise do movimento humano.
A C MARQUES; G H YAMAMOTO; W D PEREIRA; Diego Roberto Colombo DIAS; A T AKABANE et al
XXIX CBEB
|
PS
Biomedical Engineering
|
