| 2025 |
Trabalho em evento |
Suggesting Product Prices in Automotive E-commerce: A Study Assessing Regression Models and Explicability
André Gomes REGINO; Gilson SHIMIZU; Fernando ZAGATTI; Fillipe LOPES; RODRIGO et al
17th International Joint Conference on Knowledge Discovery; Knowledge Engineering and Knowledge Management
|
SH
Management Science and Operations Research
|
| 2025 |
Trabalho em evento |
Studyard: Aprimorando o Engajamento e a Autonomia do Estudante apoiado por IA Generativa
Henrique Minetto Duarte OLIVEIRA; Gabriel Dias De OLIVEIRA; Paula Jeniffer Dos Santos VIRIATO; Eryck SILVA; André Gomes REGINO et al
Concurso Integrado de Desenvolvimento de Soluções de Tecnologia e Objetos de Aprendizagem para a Educação
|
PS
Artificial Intelligence
|
| 2025 |
Trabalho em evento |
Multi-Agent LLM Approach for Moderating E-Commerce Customer Service Responses
Tiago GOMES; André Gomes REGINO; Rodrigo CAUS; Víctor Jesús Sotelo CHICO; Julio Cesar Dos REIS
31º Brazilian Symposium on Multimedia and Web (WebMedia 2025).
|
PS
Artificial Intelligence
|
| 2025 |
Artigo em periódico |
Empowering Client Selection with Local Knowledge Distillation for Efficient Federated Learning in Non-IID Data
Mohamed Aissa HADJ; Da Costa Joahannes B D; De Souza Allan M; Villas Leandro A; Julio Cesar Dos REIS
JOURNAL OF INTERNET SERVICES AND APPLICATIONS
DOI 10.5753/jisa.2025.5154
ISSN 1869-0238
|
PS
Computer Science Applications
|
| 2024 |
Trabalho em evento |
Imagination in Enactive Interactions with Aquarela Virtual: Case Study in a Remote Socioenactive Setting
Maria Jesca QUEIROZ; Emanuel Felipe DUARTE; Julio Cesar Dos REIS
26th International Conference on Human-Computer Interaction (HCII 2024)
|
PS
Human-Computer Interaction
|
| 2024 |
Trabalho em evento |
Humanizing Answers for Compatibility Questions in E-commerce using Large Language Models
André Gomes REGINO; Julio Cesar Dos REIS
Brazilian Symposium on Databases
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
Application of a Health Information Technology Safety Maturity Model in Brazilian Hospitals
Luiz VIRGINIO; Julio Cesar Dos REIS
XX Congresso Brasileiro de Informática em Saúde
|
HS
Health Informatics
|
| 2024 |
Trabalho em evento |
Topic Modeling Influence in Sentiment Analysis from User-generated Product Reviews
Patrick M ARAÚJO; Haddadi Seyed JAMAL; Silva Fillipe Dos SANTOS; Da Silva Reis MARCELO; Julio Cesar Dos REIS
32nd International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises
|
PS
Computer Science Applications
|
| 2024 |
Trabalho em evento |
SERIEMA: A Framework to Enhance Clustering Stability; Compactness; and Separation by Fusing Multimodal Data
Silva Fillipe Dos SANTOS; Julio Cesar Dos REIS; Da Silva Reis MARCELO
29th International Conference on Natural Language & Information Systems
|
PS
Computer Vision and Pattern Recognition
|
| 2024 |
Trabalho em evento |
BEQuizzer: AI-based Quiz Automatic Generation in the Portuguese Language
Víctor Jesús Sotelo CHICO; Julia TESSLER; RODRIGO; Julio Cesar Dos REIS
29th International Conference on Natural Language & Information Systems
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
Combining Client Selection Strategy with Knowledge Distillation for Federated Learning in Non-IID Data
Aissa Hadj MOHAMED; De Souza Allan MARIANO; Joahannes B D Da COSTA; Villas Leandro A; Julio Cesar Dos REIS
29th IEEE Symposium on Computers and Communications
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
FedSeleKDistill: Empoderando a Escolha de Clientes com a Destilacão do Conhecimento para Aprendizado Federado em Dados Não-IID
Aissa Hadj MOHAMED; De Souza Allan MARIANO; Joahannes B D Da COSTA; Villas Leandro A; Julio Cesar Dos REIS
42º Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos ? VIII Workshop de Computação Urbana (CoUrb)
|
PS
Computer Networks and Communications
|
| 2024 |
Trabalho em evento |
Generating E-commerce Related Knowledge Graph from Text: Open Challenges and Early Results using LLMs
André Gomes REGINO; Julio Cesar Dos REIS
Proceedings of the 3rd International Workshop on Knowledge Graph Generation from Text (TEXT2KG?24) co-located at the Extended Semantic Web Conference (ESWC)
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
Uma Abordagem para o uso de Chats Inteligentes e Design Instrucional como Apoio à Aprendizagem de Programação
Claudio Roberto RIBEIRO; RODRIGO; Julio Cesar Dos REIS
XXXV Simpósio Brasileiro de Informática na Educação
|
PS
Computer Science Applications
|
| 2024 |
Trabalho em evento |
Learning Knowledge Representation by Aligning Text and Triples via Finetuned Pretrained Language Models
Víctor Jesús Sotelo CHICO; Julio Cesar Dos REIS
16th International Joint Conference on Knowledge Discovery; Knowledge Engineering and Knowledge Management
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
How to Surprisingly Consider Recommendations? A Knowledge-Graph-based Approach Relying on Complex Network Metrics
Oliver BAUMANN; Durgesh NANDINI; Anderson ROSSANEZ; Mirco SCHOENFELD; Julio Cesar Dos REIS
16th International Joint Conference on Knowledge Discovery; Knowledge Engineering and Knowledge Management
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
MAEVE: A Dataset Generator Framework for Predicting Customer Behavior in Digital Marketing
William Ferreira Da Silva FILHO; Haddadi Seyed JAMAL; Julio Cesar Dos REIS
16th International Joint Conference on Knowledge Discovery; Knowledge Engineering and Knowledge Management
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
B2T: A Dataset of Tweets in Portuguese Language About Brazilian Banks
Gabriel K KAKIMOTO; Haddadi Seyed JAMAL; Patrick M ARAÚJO; Silva Fillipe Dos SANTOS; Julio Cesar Dos REIS et al
Brazilian Symposium on Databases - Dataset Showcase Workshop
|
PS
Computer Science Applications
|
| 2024 |
Trabalho em evento |
ERASMO: Leveraging Large Language Models for Enhanced Clustering Segmentation.
Silva Fillipe Dos SANTOS; Gabriel K KAKIMOTO; Julio Cesar Dos REIS; Da Silva Reis MARCELO
34th Brazilian Conference on Intelligent Systems
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
Efficient Federated Learning for Heterogeneous Data: A Client Selection and Adaptive Knowledge Distillation Approach
Aissa Hadj MOHAMED; De Souza Allan MARIANO; Joahannes B D Da COSTA; Leandro Aparecido VILLAS; Julio Cesar Dos REIS
17th IEEE/ACM International Conference on Utility and Cloud Computing
|
PS
Artificial Intelligence
|
| 2024 |
Artigo em periódico |
Enactive interaction in technology-based learning environments: A systematic literature review
Diego Addan GONÇALVES; Caceffo RICARDO; Valente José ARMANDO; RODRIGO; Julio Cesar Dos REIS et al
JOURNAL OF EDUCATIONAL TECHNOLOGY & SOCIETY
DOI 10.30191/ETS.202404_27(2).RP02
ISSN 1176-3647
|
PS
Computer Science Applications
|
| 2024 |
Artigo em periódico |
Customer churn prediction in imbalanced datasets with resampling methods: A comparative study
Haddadi Seyed JAMAL; Farshidvard AIDA; Silva Fillipe Dos SANTOS; Julio Cesar Dos REIS; Da Silva Reis MARCELO
EXPERT SYSTEMS WITH APPLICATIONS
DOI 10.1016/j.eswa.2023.123086
ISSN 0957-4174
|
SH
Management Science and Operations Research
|
| 2024 |
Artigo em periódico |
Adopting Human-data Interaction Guidelines and Participatory Practices for Supporting Inexperienced Designers in Information Visualization Applications
Victorelli Eliane ZAMBON; Julio Cesar Dos REIS
JOURNAL OF THE BRAZILIAN COMPUTER SOCIETY (ONLINE)
DOI 10.5753/jbcs.2024.2592
ISSN 1678-4804
|
PS
Human-Computer Interaction
|
| 2024 |
Artigo em periódico |
The reuse of electronic health records information models in the oncology domain: Studies with the bioframe framework
Bonacin RODRIGO; De Figueiredo Elaine BARBOSA; De Franco Rosa FERRUCIO; Julio Cesar Dos REIS; Dametto MARIANGELA
JOURNAL OF BIOMEDICAL INFORMATICS
DOI 10.1016/j.jbi.2024.104704
ISSN 1532-0464
|
PS
General Computer Science
|
| 2023 |
Capítulo de livro |
From Natural Language Texts to RDF Triples: A Novel Approach to Generating e-Commerce Knowledge Graphs
Regino André GOMES; Caus Rodrigo OLIVEIRA; Hochgreb VICTOR; Julio Cesar Dos REIS
Communications in Computer and Information Science
DOI 10.1007/978-3-031-43471-6_7
ISBN 9783031434709
|
PS
Computer Science Applications
|
