Emmanuel Dufourq

According to our database, Emmanuel Dufourq authored at least 11 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Automatic detection and taxonomic identification of dolphin vocalisations using convolutional neural networks for passive acoustic monitoring.

Guilherme Frainer, Emmanuel Dufourq, Jack Fearey, Sasha Dines, Rachel Probert, Simon Elwen, Tess Gridley

Ecol. Informatics, December, 2023

Improving deep learning acoustic classifiers with contextual information for wildlife monitoring.

Lorène Jeantet, Emmanuel Dufourq

Ecol. Informatics, November, 2023

2022

Passive acoustic monitoring of animal populations with transfer learning.

Emmanuel Dufourq, Carly Batist, Ruben Foquet, Ian N. Durbach

Ecol. Informatics, 2022

2020

Deep Evolution for Facial Emotion Recognition.

Emmanuel Dufourq, Bruce A. Bassett

CoRR, 2020

Evolutionary Facial Expression Recognition.

Emmanuel Dufourq, Bruce A. Bassett

Proceedings of the SAICSIT '20: Conference of the South African Institute of Computer Scientists and Information Technologists 2020, 2020

A Survey on Factors Affecting Facial Expression Recognition based on Convolutional Neural Networks.

Emmanuel Dufourq

Proceedings of the SAICSIT '20: Conference of the South African Institute of Computer Scientists and Information Technologists 2020, 2020

2017

EDEN: Evolutionary Deep Networks for Efficient Machine Learning.

Emmanuel Dufourq, Bruce A. Bassett

CoRR, 2017

Text Compression for Sentiment Analysis via Evolutionary Algorithms.

Emmanuel Dufourq, Bruce A. Bassett

CoRR, 2017

Automated problem identification: regression vs classification via evolutionary deep networks.

Emmanuel Dufourq, Bruce A. Bassett

Proceedings of the South African Institute of Computer Scientists and Information Technologists, 2017

Automated classification of text sentiment.

Emmanuel Dufourq, Bruce A. Bassett

Proceedings of the South African Institute of Computer Scientists and Information Technologists, 2017

2014

Hybridizing evolutionary algorithms for creating classifier ensembles.

Emmanuel Dufourq, Nelishia Pillay

Proceedings of the 2014 Sixth World Congress on Nature and Biologically Inspired Computing, 2014