| 2026 |
Artigo em periódico |
Supervised split federated learning for Alzheimer?s disease classification: an evaluation of deep neural networks
Luan MANTEGAZINE; Claudio Fernando Resin GEYER
NEURAL COMPUTING & APPLICATIONS (INTERNET)
DOI 10.1007/200521-025-11694-5
ISSN 1433-3058
|
PS
Artificial Intelligence
|
| 2026 |
Artigo em periódico |
Alzheimer?s Detection in 3D Magnetic Resonance Imaging Using Deep Convolutional Neural Networks
Augusto Berwaldt De OLIVEIRA; Claudio Fernando Resin GEYER
JOURNAL OF THE BRAZILIAN COMPUTER SOCIETY (ONLINE)
DOI 10.5753/jbcs.2026.6230
ISSN 1678-4804
|
PS
Computer Vision and Pattern Recognition
|
| 2025 |
Trabalho em evento |
Performance evaluation of neural networks in federated learning for classification of alzheimer?s disease stages
Mantegazine LUAN; Claudio Fernando Resin GEYER; Bieger ANDREI; Souza Diogo O; Zimmer Eduardo R
Seminário Integrado de Software e Hardware
DOI 10.5753/semish.2025.7137
ISBN 2595-6205
|
PS
Artificial Intelligence
|
| 2025 |
Trabalho em evento |
Modelo de aprendizado de máquina para predição da sepse e avaliação da gravidade com foco em mortalidade
Leidemer Luiza S B; Claudio Fernando Resin GEYER
Escola Regional de Alto Desempenho da Região Sul
DOI 10.5753/eradrs.2025.6833
ISBN 2595-4164
|
PS
Artificial Intelligence
|
| 2025 |
Trabalho em evento |
Avaliação do Desempenho de Modelos de Aprendizado de Máquina na Predição da Mortalidade por Sepse em Diferentes Bancos de Dados
Luiza S B LEIDEMER; Claudio Fernando Resin GEYER; João Pedro Mendonça BIDART; Marcus Vinicius Daldon PAVINATO; Luciano Zubaran GOLDANI
I Escola Regional de Aprendizado de Máquina e Inteligência Artificial da Região Sul
|
PS
Artificial Intelligence
|
| 2024 |
Artigo em periódico |
Data quantitative and qualitative study in Brazilian Open Data Portals
Do Carmo Shirlei L O; Claudio Fernando Resin GEYER; Dos Anjos Julio C S
JOURNAL OF INTERNET SERVICES AND APPLICATIONS
DOI 10.5753/jisa.2024.3980
ISSN 1869-0238
|
PS
Information Systems
|
| 2024 |
Artigo em periódico |
Towards a Decentralized Blockchain-Based Resource Monitoring Solution For Distributed Environments
Dos Passos Rodrigo B; Kassiano José MATTEUSSI; Dos Anjos Julio C S; Claudio Fernando Resin GEYER
JOURNAL OF INTERNET SERVICES AND APPLICATIONS
DOI 10.5753/jisa.2024.3813
ISSN 1869-0238
|
PS
Computer Networks and Communications
|
| 2023 |
Trabalho em evento |
WCSim: A Cloud Computing Simulator with Support for Bag of Tasks Workflows
Dos Santos Maicon ANÇA; Grabher Gabriel J A; Kovaleski Matheus F; Claudio Fernando Resin GEYER; Cavalheiro Gerson Geraldo H
2023 IEEE 35th International Symposium on Computer Architecture and High Performance Computing (SBACPAD)
DOI 10.1109/sbac-pad59825.2023.00032
ISBN 9798350305487
|
PS
General Computer Science
|
| 2023 |
Trabalho em evento |
A Routes Tourist Cities Discovery to Serra Sul Catarinense Through Genetic Algorithm
Braga Matheus LORENZATO; Claudio Fernando Resin GEYER
2023 18th Iberian Conference on Information Systems and Technologies (CISTI)
DOI 10.23919/cisti58278.2023.10211599
ISBN 9789893347928
|
SH
Tourism; Leisure and Hospitality Management
|
| 2023 |
Artigo em periódico |
Entropy to mitigate non-IID data problem on Federated Learning for the Edge Intelligence environment
Orlandi Fernanda C; Dos Anjos Julio C S; Santana Juan F De P; Leithardt Valderi R Q; Claudio Fernando Resin GEYER
IEEE Access
DOI 10.1109/access.2023.3298704
ISSN 2169-3536
|
PS
Computer Science (miscellaneous)
|
| 2023 |
Artigo em periódico |
A Survey on Collaborative Learning for Intelligent Autonomous Systems
Anjos Julio C S DOS; Kassiano José MATTEUSSI; Orlandi Fernanda C; Jorge Luis Victória BARBOSA; Silva Jorge SÁ et al
ACM COMPUTING SURVEYS
DOI 10.1145/3625544
ISSN 0360-0300
|
PS
Artificial Intelligence
|
| 2022 |
Artigo em periódico |
Performance Evaluation Analysis of Spark Streaming Backpressure for Data-Intensive Pipelines
Kassiano José MATTEUSSI; Dos Anjos Julio C S; Leithardt Valderi R Q; Claudio Fernando Resin GEYER
SENSORS
DOI 10.3390/s22134756
ISSN 1424-8220
|
PS
Biomedical Engineering
|
| 2021 |
Artigo em periódico |
An Algorithm to Minimize Energy Consumption and Elapsed Time for IoT Workloads in a Hybrid Architecture
Dos Anjos Julio C S; Gross João L G; Kassiano José MATTEUSSI; González Gabriel V; Leithardt Valderi R Q et al
SENSORS
DOI 10.3390/s21092914
ISSN 1424-8220
|
PS
Computer Science (miscellaneous)
|
| 2021 |
Artigo em periódico |
Learning analytics and collaborative groups of learners in distance education: a systematic mapping study
Da Silva Lidia M; Dias Lucas P S; Jorge Luis Victória BARBOSA; Rigo Sandro J; Dos Anjos Julio C S et al
INFORMATICS IN EDUCATION
DOI 10.15388/infedu.2022.05
ISSN 1648-5831
|
PS
Computer Science Applications
|
| 2020 |
Trabalho em evento |
A cost efficient model for minimizing energy consumption and processing time for IoT tasks in a Mobile Edge Computing environment.
João Luiz Grave GROSS; Claudio Fernando Resin GEYER
12º Simpósio Brasileiro de Computação Ubíqua e Pervasiva (SBCUP 2020)
|
PS
Computer Science Applications
|
| 2020 |
Artigo em periódico |
Data Processing Model to Perform Big Data Analytics in Hybrid Infrastructures
Dos Anjos Julio C S; Kassiano José MATTEUSSI; De Souza Paulo R R; Grabher Gabriel J A; Borges Guilherme A et al
IEEE Access
DOI 10.1109/access.2020.3023344
ISSN 2169-3536
|
PS
Computer Science (miscellaneous)
|
| 2020 |
Artigo em periódico |
Boosting Big Data Streaming Applications in Clouds With BurstFlow
De Souza Paulo Ricardo RODRIGUES; Kassiano José MATTEUSSI; Alexandre Da Silva VEITH; Breno Fanchiotti ZANCHETTA; Leithardt Valderi R Q et al
IEEE Access
DOI 10.1109/access.2020.3042739
ISSN 2169-3536
|
PS
Computer Science Applications
|
| 2020 |
Artigo em periódico |
DSPBench: a Suite of Benchmark Applications for Distributed Data Stream Processing Systems
Bordin Maycon V; Griebler DALVAN; Mencagli GABRIELE; Claudio Fernando Resin GEYER; Fernandes Luiz G
IEEE Access
DOI 10.1109/access.2020.3043948
ISSN 2169-3536
|
PS
Computer Science Applications
|
| 2019 |
Trabalho em evento |
Analysis and Performance Evaluation of Deep Learning on Big Data
Kassiano José MATTEUSSI; Breno Fanchiotti ZANCHETTA; Germano BERTONCELLO; Jobe Dos SANTOS; Julio C S ANJOS et al
ISCC - International Symposium on Computers and Communications
|
PS
Artificial Intelligence
|
| 2019 |
Trabalho em evento |
PRISER: Sistema para Gerenciamento de Notificações com Suporte a Privacidade de Dados
Silva LUIS; Leithardt VALDERI; Wemerson PARREIRA; Claudio Fernando Resin GEYER
XI Simpo¿sio Brasileiro de Computac¿a¿o Ubi¿qua e Pervasiva
DOI 10.5753/sbcup.2019.6599
|
PS
Computer Science (miscellaneous)
|
| 2019 |
Artigo em periódico |
PRISER: Managing Notification in Multiples Devices with Data Privacy Support
Luis Augusto SILVA; Valderi Reis Quietinho LEITHARDT; Carlos Oberdan ROLIM; Gabriel Villarrubia GONZÁLEZ; Claudio Fernando Resin GEYER et al
SENSORS
DOI 10.3390/s19143098
ISSN 1424-8220
|
PS
Computer Science (miscellaneous)
|
| 2019 |
Artigo em periódico |
Continuous Monitoring Seed Testing Equipaments Using Internet of Things
Rodrigo SOUZA; João Ladislau Barbará LOPES; Claudio Fernando Resin GEYER; Leonardo Da Rosa Silveira JOÃO; Anderson CARDOZO et al
COMPUTERS AND ELECTRONICS IN AGRICULTURE
DOI 10.1016/j.compag.2019.01.024
ISSN 0168-1699
|
PS
Biomedical Engineering
|
| 2019 |
Artigo em periódico |
Ubiquitous Intelligent Services for Vehicular Users: A Systematic Mapping
Joneval Zanella GOMES; J L V BARBOSA; Claudio Fernando Resin GEYER; José Vicente CANTO; Gustavo PESSIN
INTERACTING WITH COMPUTERS
DOI 10.1093/iwcomp/iwz030
ISSN 0953-5438
|
PS
Computer Science Applications
|
| 2018 |
Trabalho em evento |
Detector de Falhas Impact em uma Abordagem Requisição-Resposta Tolerante à Instabilidade do Sistema
Anubis Graciela De Moraes ROSSETTO; M F G FERNANDES; Claudio Fernando Resin GEYER; Luciana ARANTES; Pierre SENS
WTF - Workshop de Testes e Tolerância a Falhas
|
PS
Computer Science Applications
|
| 2018 |
Trabalho em evento |
Enabling Strategies for Big Data Analytics in Hybrid Infrastructures
Julio C S ANJOS; Kassiano José MATTEUSSI; Paulo Ricardo Rodrigues De Souza JUNIOR; Alexandre Da Silva VEITH; Gilles FEDAK et al
HPCS - International Conference on High Performance Computing and Simulation
ISBN 978-1-5386-78
|
PS
Computer Science Applications
|