Emmanuel Dufourq

16 papers Journal 11Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep tracks: Using deep learning and procedurally simulated data for automated vertebrate footprints classification. Ecol. Informatics Carolina S. Marques, Afonso Mota, Matteo Belvedere, Diego Castanera, Ignacio Díaz-Martínez, Elisabete Malafaia, Soraia Pereira, Luís Miguel Rosalino, Vanda F. Santos, Lara Sciscio, Emmanuel Dufourq
2025	J	`jnl`	A comparison of deep neural network compression for citizen-driven tick and mosquito surveillance. Ecol. Informatics Yichao Liu, Emmanuel Dufourq, Peter Fransson, Joacim Röcklov
2025	J	`jnl`	A review of machine learning applications for identification and classification problems in paleontology. Ecol. Informatics Carolina S. Marques, Elisabete Malafaia, Soraia Pereira, Vanda F. Santos, Emmanuel Dufourq
2023	J	`jnl`	Automatic detection and taxonomic identification of dolphin vocalisations using convolutional neural networks for passive acoustic monitoring. Ecol. Informatics Guilherme Frainer, Emmanuel Dufourq, Jack Fearey, Sasha Dines, Rachel Probert, Simon Elwen, Tess Gridley
2023	J	`jnl`	Improving deep learning acoustic classifiers with contextual information for wildlife monitoring. Ecol. Informatics Lorène Jeantet, Emmanuel Dufourq
2022	J	`jnl`	Passive acoustic monitoring of animal populations with transfer learning. Ecol. Informatics Emmanuel Dufourq, Carly Batist, Ruben Foquet, Ian N. Durbach
2020	—	`conf`	A Survey on Factors Affecting Facial Expression Recognition based on Convolutional Neural Networks. SAICSIT Emmanuel Dufourq
2020	J	`jnl`	Deep Evolution for Facial Emotion Recognition. CoRR Emmanuel Dufourq, Bruce A. Bassett
2020	—	`conf`	Evolutionary Facial Expression Recognition. SAICSIT Emmanuel Dufourq, Bruce A. Bassett
2018	J	`jnl`	Automated Classification of Text Sentiment. CoRR Emmanuel Dufourq, Bruce A. Bassett
2017	J	`jnl`	Automated Problem Identification: Regression vs Classification via Evolutionary Deep Networks. CoRR Emmanuel Dufourq, Bruce A. Bassett
2017	—	`conf`	Automated classification of text sentiment. SAICSIT Emmanuel Dufourq, Bruce A. Bassett
2017	—	`conf`	Automated problem identification: regression vs classification via evolutionary deep networks. SAICSIT Emmanuel Dufourq, Bruce A. Bassett
2017	J	`jnl`	EDEN: Evolutionary Deep Networks for Efficient Machine Learning. CoRR Emmanuel Dufourq, Bruce A. Bassett
2017	J	`jnl`	Text Compression for Sentiment Analysis via Evolutionary Algorithms. CoRR Emmanuel Dufourq, Bruce A. Bassett
2014	—	`conf`	Hybridizing evolutionary algorithms for creating classifier ensembles. NaBIC Emmanuel Dufourq, Nelishia Pillay