Martha Dais Ferreira

Author

Dalhousie University ORCID

Also Known As

Ferreira, Martha D., Ferreira, Martha Dais, Martha D. Ferreira, Martha Dais Ferreira

Publications

207

Citations

H-Index

Concepts

All Affiliations

Dalhousie University Defence Research and Development Canada Memorial University of Newfoundland Institute of Computer Science Polish Academy of Sciences

About

Martha Dais Ferreira is an author at Dalhousie University specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	4	4	93
2	Arts	1	1	19
3	Management	1	1	20
4	Communication	1	1	19
5	Computer Engineering	1	1	41

Martha Dais Ferreira

Publications

161

Citations

H-Index

Page 1

	Year	Citations
Designing architectures of convolutional neural networks to solve practical problems Martha Dais Ferreira, Débora Corrêa, Luís Gustavo Nonato, Expert Systems with Applications Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningAi Foundation	2017	41
A Semi-Supervised Methodology for Fishing Activity Detection Using the Geometry behind the Trajectory of Multiple Vessels Martha Dais Ferreira, Gabriel Spadon, Amílcar Soares, Sensors	2022	23
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 Artificial IntelligenceAnomaly DetectionMachine LearningEngineeringComputer Analysis	2022	20
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 EngineeringPublic OpinionCommunicationSentiment AnalysisCorpus Linguistics	2021	19
Unfolding AIS Transmission Behavior for Vessel Movement Modeling on Noisy Data Leveraging Machine Learning Gabriel Spadon, Martha Dais Ferreira, Amílcar Soares, IEEE Access	2022	13
Assessing compression algorithms to improve the efficiency of clustering analysis on AIS vessel trajectories Martha Dais Ferreira, Jessica N.A. Campbell, Evan Purney, International Journal of Geographical Information Systems Artificial IntelligenceCluster ComputingAnomaly DetectionMachine LearningEngineering	2023	13
Theoretical learning guarantees applied to acoustic modeling Christopher Shulby, Martha Dais Ferreira, Rodrigo Fernandes de Mello, Journal of the Brazilian Computer Society	2019	11
Detection of invalid AIS messages using machine learning techniques Jessica N.A. Campbell, Anthony W. Isenor, Martha Dais Ferreira Procedia Computer Science	2022	11
Generation of Vessel Track Characteristics Using a Conditional Generative Adversarial Network (CGAN) Jessica N.A. Campbell, Martha Dais Ferreira, Anthony W. Isenor Applied Artificial Intelligence	2024	10

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