Martha Dais Ferreira
Martha Dais Ferreira
Postdoctoral Student at Faculty of Computer Science, Dalhousie University
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Designing architectures of convolutional neural networks to solve practical problems
MD Ferreira, DC Corrêa, LG Nonato, RF de Mello
Expert Systems with Applications 94, 205-217, 2018
Similarity graph: visual exploration of song collections
JP Ono, D Corrêa, M Ferreira, R Mello, LG Nonato
SIBGRAPI, 2015, 2015
Providing theoretical learning guarantees to deep learning networks
RF de Mello, MD Ferreira, MA Ponti
arXiv preprint arXiv:1711.10292, 2017
Theoretical learning guarantees applied to acoustic modeling
CD Shulby, MD Ferreira, RF de Mello, SM Aluisio
Journal of the Brazilian Computer Society 25 (1), 1-12, 2019
Acoustic modeling using a shallow CNN-HTSVM architecture
CD Shulby, MD Ferreira, RF de Mello, SM Aluisio
2017 Brazilian Conference on Intelligent Systems (BRACIS), 85-90, 2017
On accuracy and time processing evaluation of cover song identification systems
MD Ferreira, DC Corrêa, MA Grivet, GT dos Santos, RF de Mello, ...
Journal of New Music Research 45 (4), 333-342, 2016
Time complexity evaluation of cover song identification algorithms
MD Ferreira, RF de Mello
Applied Acoustics 175, 107777, 2021
Neural network training fingerprint: visual analytics of the training process in classification neural networks
MD Ferreira, GD Cantareira, RF de Mello, FV Paulovich
Journal of Visualization, 1-20, 2021
Senti-COVID19: An Interactive Visual Analytics System for Detecting Public Sentiment and Insights Regarding COVID-19 From Social Media
X Yu, MD Ferreira, FV Paulovich
IEEE Access 9, 126684-126697, 2021
Active learning for medical code assignment
MD Ferreira, M Malyska, N Sahar, R Miotto, F Paulovich, E Milios
arXiv preprint arXiv:2104.05741, 2021
Explainable Patterns: Going from Findings to Insights to Support Data Analytics Democratization
L Christino, MD Ferreira, A Jalilvand, FV Paulovich
arXiv preprint arXiv:2101.08655, 2021
Robust Phoneme Recognition with Little Data
CD Shulby, MD Ferreira, RF de Mello, SM Aluisio
8th Symposium on Languages, Applications and Technologies (SLATE 2019), 2019
Identificação de covers a partir de grandes bases de dados de músicas
MD Ferreira
Universidade de São Paulo, 2014
Designing convolutional neural network architectures based on dynamical system concepts
MD Ferreira
Universidade de São Paulo, 0
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