Martha Dais Ferreira

Designing architectures of convolutional neural networks to solve practical problems

Martha Dais Ferreira, Débora Corrêa, Luís Gustavo Nonato et al. · Expert Systems with Applications · 2017 · 41 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +9

A Semi-Supervised Methodology for Fishing Activity Detection Using the Geometry behind the Trajectory of Multiple Vessels

Martha Dais Ferreira, Gabriel Spadon, Amílcar Soares et al. · Sensors · 2022 · 23 citations · Full text

A novel machine learning approach to analyzing geospatial vessel patterns using AIS data

Martha Dais Ferreira, Jessica N.A. Campbell, Stan Matwin · GIScience & Remote Sensing · 2022 · 20 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +24

Senti-COVID19: An Interactive Visual Analytics System for Detecting Public Sentiment and Insights Regarding COVID-19 From Social Media

Xuemin Yu, Martha Dais Ferreira, Fernando V. Paulovich · IEEE Access · 2021 · 19 citations · Full text

Engineering, Public Opinion, Communication +21

Unfolding AIS Transmission Behavior for Vessel Movement Modeling on Noisy Data Leveraging Machine Learning

Gabriel Spadon, Martha Dais Ferreira, Amílcar Soares et al. · IEEE Access · 2022 · 13 citations · Full text