Marcos Roberto Machado

15 papers Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
How can the integration of AI large language models and knowledge graph enhance fault diagnosis? A systematic literature review.
Appl. Soft Comput.
Wan Barmawi Muhammad Razaq, Hao Chen, Marcos Roberto Machado, João Luiz Rebelo Moreira
2026 J jnl
Multi-modal document classification in AEC asset management.
Intell. Syst. Appl.
Floor Rademaker, Faizan Ahmed, Marcos Roberto Machado
2025 — conf
A Retail-Corpus for Aspect-Based Sentiment Analysis with Large Language Models.
ICNLSP
Oleg Silcenco, Marcos Roberto Machado, Wallace C. Ugulino, Daniel Braun
2025 J jnl
A Retail-Corpus for Aspect-Based Sentiment Analysis with Large Language Models.
CoRR
Oleg Silcenco, Marcos Roberto Machado, Wallace C. Ugulino, Daniel Braun
2025 J jnl
AIOps for log anomaly detection in the era of LLMs: A systematic literature review.
Intell. Syst. Appl.
Miguel De la Cruz Cabello, Tiago Prince Sales, Marcos Roberto Machado
2025 J jnl
Advancing credit risk assessment in the retail banking industry: A hybrid approach using time series and supervised learning models.
Data Knowl. Eng.
Sebastian H. Goldmann, Marcos Roberto Machado, Jörg Osterrieder
2025 J jnl
How can consumers without credit history benefit from the use of information processing and machine learning tools by financial institutions?
Inf. Process. Manag.
Bjorn van Braak, Jörg Osterrieder, Marcos Roberto Machado
2024 J jnl
Applications of machine learning algorithms to support COVID-19 diagnosis using X-rays data information.
Expert Syst. Appl.
Elias P. Medeiros, Marcos Roberto Machado, Emannuel Diego G. de Freitas, Daniel Santos da Silva, Renato William R. de Souza
2024 J jnl
Green AI in the finance industry: Exploring the impact of feature engineering on the accuracy and computational time of Machine Learning models.
Appl. Soft Comput.
Marcos Roberto Machado, Amin Asadi, Renato William R. de Souza, Wallace C. Ugulino
2024 J jnl
How can Artificial Intelligence (AI) be used to manage Customer Lifetime Value (CLV) - A systematic literature review.
Int. J. Inf. Manag. Data Insights
Edo Belva Firmansyah, Marcos Roberto Machado, João Luiz Rebelo Moreira
2024 J jnl
How can artificial intelligence help customer intelligence for credit portfolio management? A systematic literature review.
Int. J. Inf. Manag. Data Insights
Alessandra Amato, Jörg Osterrieder, Marcos Roberto Machado
2024 — conf
Knowledge Representation of Time Series Data: A Comparison Analysis of Standardized Ontologies.
EKAW (Companion)
João Moreira, Cornelis Bouter, Laura Daniele, Mateus Rocha, Marcos Roberto Machado
2022 J jnl
Applying hybrid machine learning algorithms to assess customer risk-adjusted revenue in the financial industry.
Electron. Commer. Res. Appl.
Marcos Roberto Machado, Salma Karray
2022 J jnl
Assessing credit risk of commercial customers using hybrid machine learning algorithms.
Expert Syst. Appl.
Marcos Roberto Machado, Salma Karray
2019 — conf
LightGBM: an Effective Decision Tree Gradient Boosting Method to Predict Customer Loyalty in the Finance Industry.
ICCSE
Marcos Roberto Machado, Salma Karray, Ivaldo Tributino de Sousa