IMMS: IoT Management and Monitoring System. - João Victor Lucena do Monte; Vinicius Matos da Silveira Fraga; Andrea Maria Nogueira Cavalcanti Ribeiro; Djamel Sadok; Judith Kelner (ISCC, 2018)

Comparative Analysis of Abstraction Layer Performance of IoT Devices Management Platforms. - Andrea Maria Nogueira Cavalcanti Ribeiro; Pedro Rafael X. do Carmo; João Victor Lucena do Monte; Djamel Sadok; Patricia Takako Endo; Judith Kelner (IoTSMS, 2019)

Short-Term Firm-Level Energy-Consumption Forecasting for Energy-Intensive Manufacturing: A Comparison of Machine Learning and Deep Learning Models. - Andrea Maria Nogueira Cavalcanti Ribeiro; Pedro Rafael X. do Carmo; Iago Richard Rodrigues Silva; Djamel Sadok; Theo Lynn; Patricia Takako Endo (Algorithms, 2020)

Regularizing Neural Networks with Noise Injection for Classification of Brain Tumor in Magnetic Resonance Imaging. - Umberto Tenório de Barros Filho; Paulo Rocha 002; Marcos Oliveira; Andrea Maria Nogueira Cavalcanti Ribeiro; Rodrigo de Paula Monteiro; Diego Pinheiro (LA-CCI, 2023)

Forecasting Imminent Failures in Electrical Industrial Centrifuge using Machine Learning. - Leandro Ferreira Moura Filho; Rodrigo de Paula Monteiro; Diego Pinheiro; Patricia Takako Endo; Andrea Maria Nogueira Cavalcanti Ribeiro (LA-CCI, 2023)

WeECG: a low-cost real-time wireless ECG for new born monitoring with error concealment. - Djamel Fawzi Hadj Sadok; Daniele Wanderley Brooman; Andrea Maria Nogueira Cavalcanti Ribeiro; Jacinaldo Balbino de Medeiros Junior; Judith Kelner; José Henrique Silva Moura (Int. J. Ad Hoc Ubiquitous Comput., 2023)

A Unified Framework for Replicability of Anomaly Detection in Multiple Time Series: Enhancing GANF and RanSynCoders Pipelines with MFCC Feature Extraction for Acoustic Data. - Cristofer Silva; Matheus Coelho; Umberto Tenório de Barros Filho; Andrea Maria Nogueira Cavalcanti Ribeiro; Rodrigo de Paula Monteiro; Diego Pinheiro (LA-CCI, 2024)

Towards the Identification of Money Laundering in Bank Transactions using Recurrent Neural Networks. - Isadora Xavier; Edvaldo Veiga; Andrea Maria Nogueira Cavalcanti Ribeiro; Rodrigo de Paula Monteiro; Marcos Oliveira; Rodrigo Amaro; Diego Pinheiro (LA-CCI, 2024)