Willgnner Ferreira Santos

@senaigoias.com.br

Center for Studies, Research and Extension (NEPE)/Center for Applied Artificial Intelligence (NIAA)
SENAI Fatesg College

Willgnner Ferreira Santos


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https://researchid.co/willgnner
He holds an M.Sc. in Computer Science from the Federal University of Goiás (UFG) and a B.Sc. in Computer Engineering from PUC Goiás, and is currently pursuing a specialization in Information Technology at UFG. His expertise includes Artificial Intelligence, Machine Learning, Deep Learning, and Natural Language Processing. He is a Higher Education Lecturer at SENAI Fatesg College and a Data Scientist/Researcher at NEPE (Applied AI Center – NIAA). He also serves on the Software Engineering program’s Structuring Faculty Committee (NDE), is an IT resident at the Court of Justice of the State of Goiás (TJGO), and works as Project Management Coordinator at Instituto Anexo Brasil (FINEP Intellectual Property Project).

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Science, Artificial Intelligence, Computer Vision and Pattern Recognition, Computer Engineering
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Scholar Citations

1

Scholar h-index

RECENT SCHOLAR PUBLICATIONS

  • LexIris-pt and LexBert-pt: Specialized Sentence Embeddings for Legal Similarity in Brazilian Portuguese
    WF Santos, JGG Viana, AP de Castro Júnior, FR Trindade, NFF Da Silva
    Proceedings of the 17th International Conference on Computational Processing … , 2026
    2026
  • Multi-Agent Architecture with RAG and Dynamic Context Windows for Text-to-SQL Optimization
    WF Santos, PV dos Santos, MSR Martins, LF Lekakis, FL Rosa, BM Costa, ...
    Proceedings of the 17th International Conference on Computational Processing … , 2026
    2026
  • Comparing Prompt-based LLMs, Fine-Tuning, and Classical Models for Legal Text Classification in Portuguese
    WF Santos, AR Galvão Filho, SST de Oliveira, JPC Presa
    Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 1138-1149 , 2025
    2025
  • An Integrated Platform for Monitoring and Predictive Analysis to Support Decision-Making in Basic Sanitation
    DV Silva, FPPV dos Santos, WF Santos, AR Alves
    Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 1950-1961 , 2025
    2025
  • Avaliação de Grandes Modelos de Linguagem para Classificação de Documentos Jurídicos em Português
    WF Santos
    2024
  • Detecção e medição automática de halos pelo método disco-difusão (Kirby-bauer) utilizando aprendizado profundo e visão computacional
    WF Santos
    Pontifícia Universidade Católica de Goiás , 2022
    2022
  • Computação Cognitiva
    L Guedes, OCS Neto, C Sousa, W Santos
    Clube de Autores , 2021
    2021
  • Model and Simulation of Automaton Control Using Microcontroller and LDR to Monitor the City's Public Lighting System Modelo e Simulação do Controle Autômato Usando …
    WF Santos, DV do Nascimento, WM Viana, GM Cruz, CAF de Lima
    Braz. J. of Develop 6 (12), 99061-99074 , 2020
    2020
    Citations: 1
  • Predictive Demand Service for Public Transit Using CNN Atendimento Preditivo de Demanda do Transporte Público Coletivo Usando CNN
    WF Santos, LG de Rezende Guedes, OC da Silva Neto, EJMC Carvalho, ...
    Braz. J. Technol 3 (4), 146-159 , 2020
    2020

MOST CITED SCHOLAR PUBLICATIONS

  • Model and Simulation of Automaton Control Using Microcontroller and LDR to Monitor the City's Public Lighting System Modelo e Simulação do Controle Autômato Usando …
    WF Santos, DV do Nascimento, WM Viana, GM Cruz, CAF de Lima
    Braz. J. of Develop 6 (12), 99061-99074 , 2020
    2020
    Citations: 1
  • LexIris-pt and LexBert-pt: Specialized Sentence Embeddings for Legal Similarity in Brazilian Portuguese
    WF Santos, JGG Viana, AP de Castro Júnior, FR Trindade, NFF Da Silva
    Proceedings of the 17th International Conference on Computational Processing … , 2026
    2026
  • Multi-Agent Architecture with RAG and Dynamic Context Windows for Text-to-SQL Optimization
    WF Santos, PV dos Santos, MSR Martins, LF Lekakis, FL Rosa, BM Costa, ...
    Proceedings of the 17th International Conference on Computational Processing … , 2026
    2026
  • Comparing Prompt-based LLMs, Fine-Tuning, and Classical Models for Legal Text Classification in Portuguese
    WF Santos, AR Galvão Filho, SST de Oliveira, JPC Presa
    Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 1138-1149 , 2025
    2025
  • An Integrated Platform for Monitoring and Predictive Analysis to Support Decision-Making in Basic Sanitation
    DV Silva, FPPV dos Santos, WF Santos, AR Alves
    Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 1950-1961 , 2025
    2025
  • Avaliação de Grandes Modelos de Linguagem para Classificação de Documentos Jurídicos em Português
    WF Santos
    2024
  • Detecção e medição automática de halos pelo método disco-difusão (Kirby-bauer) utilizando aprendizado profundo e visão computacional
    WF Santos
    Pontifícia Universidade Católica de Goiás , 2022
    2022
  • Computação Cognitiva
    L Guedes, OCS Neto, C Sousa, W Santos
    Clube de Autores , 2021
    2021
  • Predictive Demand Service for Public Transit Using CNN Atendimento Preditivo de Demanda do Transporte Público Coletivo Usando CNN
    WF Santos, LG de Rezende Guedes, OC da Silva Neto, EJMC Carvalho, ...
    Braz. J. Technol 3 (4), 146-159 , 2020
    2020