Emmanuel Dufourq

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 12

Top Topics

Sentiment Analysis

Expression Recognition

Machine Learning

Convolutional Neural Networks

Top Venues

Ecol. Informatics

Publications

Lorène Jeantet, Emmanuel Dufourq
Improving deep learning acoustic classifiers with contextual information for wildlife monitoring. Ecol. Informatics 77 (2023)
Guilherme Frainer, Emmanuel Dufourq, Jack Fearey, Sasha Dines, Rachel Probert, Simon Elwen, Tess Gridley
Automatic detection and taxonomic identification of dolphin vocalisations using convolutional neural networks for passive acoustic monitoring. Ecol. Informatics 78 (2023)
Emmanuel Dufourq, Carly Batist, Ruben Foquet, Ian N. Durbach
Passive acoustic monitoring of animal populations with transfer learning. Ecol. Informatics 70 (2022)
Emmanuel Dufourq
A Survey on Factors Affecting Facial Expression Recognition based on Convolutional Neural Networks. SAICSIT (2020)
Emmanuel Dufourq, Bruce A. Bassett
Evolutionary Facial Expression Recognition. SAICSIT (2020)
Emmanuel Dufourq, Bruce A. Bassett
Deep Evolution for Facial Emotion Recognition. CoRR (2020)
Emmanuel Dufourq, Bruce A. Bassett
Automated Classification of Text Sentiment. CoRR (2018)
Emmanuel Dufourq, Bruce A. Bassett
Text Compression for Sentiment Analysis via Evolutionary Algorithms. CoRR (2017)
Emmanuel Dufourq, Bruce A. Bassett
EDEN: Evolutionary Deep Networks for Efficient Machine Learning. CoRR (2017)
Emmanuel Dufourq, Bruce A. Bassett
Automated problem identification: regression vs classification via evolutionary deep networks. SAICSIT (2017)
Emmanuel Dufourq, Bruce A. Bassett
Automated classification of text sentiment. SAICSIT (2017)
Emmanuel Dufourq, Bruce A. Bassett
Automated Problem Identification: Regression vs Classification via Evolutionary Deep Networks. CoRR (2017)
Emmanuel Dufourq, Nelishia Pillay
Hybridizing evolutionary algorithms for creating classifier ensembles. NaBIC (2014)