Emmanuel Dufourq

Most-cited papers

Automated detection of Hainan gibbon calls for passive acoustic monitoring
Emmanuel Dufourq, Ian N. Durbach, James P. Hansford, Amanda Hoepfner +8 more
2020bioRxiv87 citations Open access
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Passive acoustic monitoring of animal populations with transfer learning
Emmanuel Dufourq, Carly Batist, Ruben Foquet, Ian N. Durbach
2022Ecological Informatics86 citations Open access
Semantic Scholar
EDEN: Evolutionary deep networks for efficient machine learning
Emmanuel Dufourq, B. Bassett
20172017 Pattern Recognition Association of South Africa and Robotics and Mechatronics (PRASA-RobMech)78 citations Open access
Semantic Scholar
Automatic detection for bioacoustic research: a practical guide from and for biologists and computer scientists
A. Kershenbaum, Çağlar Akçay, Lakshmi Babu-Saheer, Alexander Barnhill +18 more
2024Biological Reviews of The Cambridge Philosophical Society58 citations Open access
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Improving deep learning acoustic classifiers with contextual information for wildlife monitoring
Lorène Jeantet, Emmanuel Dufourq
2023Ecological Informatics43 citations Open access
Semantic Scholar
An integrated passive acoustic monitoring and deep learning pipeline for black‐and‐white ruffed lemurs (Varecia variegata) in Ranomafana National Park, Madagascar
C. Batist, Emmanuel Dufourq, Lorène Jeantet, M. Razafindraibe +2 more
2024American Journal of Primatology18 citations Open access
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Automated problem identification: regression vs classification via evolutionary deep networks
Emmanuel Dufourq, B. Bassett
2017Research Conference of the South African Institute of Computer Scientists and Information Technologists18 citations
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Automatic detection and taxonomic identification of dolphin vocalisations using convolutional neural networks for passive acoustic monitoring
G. Frainer, Emmanuel Dufourq, J. Fearey, S. Dines +3 more
2023Ecological Informatics16 citations Open access
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Automating Bird Detection Based on Webcam Captured Images using Deep Learning
Alex Mirugwe, J. Nyirenda, Emmanuel Dufourq
2022EPiC series in computing12 citations Open access
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A Survey on Factors Affecting Facial Expression Recognition based on Convolutional Neural Networks
Emmanuel Dufourq
2020Research Conference of the South African Institute of Computer Scientists and Information Technologists12 citations
Semantic Scholar
Identifying prey capture events of a free-ranging marine predator using bio-logger data and deep learning
S. Schoombie, Lorène Jeantet, Marianna Chimienti, Grace Sutton +4 more
2024Royal Society Open Science11 citations Open access
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Automatic identification of the endangered hawksbill sea turtle behavior using deep learning and cross-species transfer learning
Lorène Jeantet, Kukhanya Zondo, Cyrielle Delvenne, Jordan Martin +2 more
2024Journal of Experimental Biology7 citations Open access
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A review of machine learning applications for identification and classification problems in paleontology
Carolina S. Marques, E. Malafaia, Soraia Pereira, Vanda F. Santos +1 more
2025Ecological Informatics5 citations Open access
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Evolutionary Facial Expression Recognition
Emmanuel Dufourq, B. Bassett
2020Research Conference of the South African Institute of Computer Scientists and Information Technologists5 citations Open access
Semantic Scholar
Hybridizing evolutionary algorithms for creating classifier ensembles
Emmanuel Dufourq, N. Pillay
2014World Congress on Nature and Biologically Inspired Computing4 citations
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A comparison of genetic programming representations for binary data classification
Emmanuel Dufourq, N. Pillay
2013World Congress on Information and Communication Technologies4 citations
Semantic Scholar
Shaping the future of computational ecology and ecological data science: An editorial perspective from ecological informatics
George Arhonditsis, Emmanuel Dufourq, M. Dutta, Jia-Cong Huang +7 more
2026Ecological Informatics3 citations Open access
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A comparison of deep neural network compression for citizen-driven tick and mosquito surveillance
Yichao Liu, Emmanuel Dufourq, Peter Fransson, J. Rocklöv
2025Ecological Informatics3 citations Open access
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Detection and classification of captive coppery titi monkey calls
Jen Muir, Aditya Ravuri, Eric Meissner, J. Hawes +3 more
2025Bioacoustics3 citations Open access
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Text compression for sentiment analysis via evolutionary algorithms
Emmanuel Dufourq, B. Bassett
20172017 Pattern Recognition Association of South Africa and Robotics and Mechatronics (PRASA-RobMech)3 citations Open access
Semantic Scholar
Automated classification of text sentiment
Emmanuel Dufourq, B. Bassett
2017Research Conference of the South African Institute of Computer Scientists and Information Technologists3 citations Open access
Semantic Scholar
Towards automated behaviour monitoring in wildlife: a review of machine learning approaches using accelerometer data
Lorène Jeantet, W. C. Oosthuizen, Damien Chevallier, Emmanuel Dufourq
2026PeerJ2 citations Open access
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Enhancing the classification of isolated theropod teeth using machine learning: a comparative study
Carolina S. Marques, Emmanuel Dufourq, Soraia Pereira, Vanda F. Santos +1 more
2025PeerJ1 citations Open access
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Investigating automated bird detection from webcams using machine learning
Alex Mirugwe, Emmanuel Dufourq, J. Nyirenda
20211 citations
Semantic Scholar
Data classification using genetic programming.
Emmanuel Dufourq
20151 citations
Semantic Scholar
Incorporating adaptive discretization into genetic programming for data classification
Emmanuel Dufourq, N. Pillay
2013World Congress on Information and Communication Technologies1 citations
Semantic Scholar
A preliminary study on the reuse of subtrees within decision trees in a genetic programming context for data classification
Emmanuel Dufourq, N. Pillay
2013World Congress on Information and Communication Technologies1 citations
Semantic Scholar
ESO: An evolutionary algorithm for efficient model reduction via automated frequency band selection in passive acoustic monitoring
Lorène Jeantet, Ufuk Çakır, J. Lontsi, Albert Agisha +1 more
2026Methods in Ecology and Evolution0 citations Open access
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Passive Acoustic Identification of Social Groups in the Hainan Gibbon
Emmanuel Kabuga, Emmanuel Dufourq, Nonhlanhla L. Luphade, S. Turvey +11 more
2026Remote Sensing in Ecology and Conservation0 citations Open access
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Deep tracks: Using deep learning and procedurally simulated data for automated vertebrate footprints classification
Carolina S. Marques, Afonso Mota, Matteo Belvedere, D. Castanera +7 more
2025Ecological Informatics0 citations Open access
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Review for "Hierarchy‐guided Neural Networks for Species Classification"
Emmanuel Dufourq
20210 citations
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Pin-tailed whydah and Cape robin-chat calls for passive acoustic monitoring
Emmanuel Dufourq, Mikwa Boris Tamanjong, Aime Nshimiyimana
20210 citations
Semantic Scholar
ESO: E VOLUTIONARY S PECTROGRAM O PTIMISATION FOR P ASSIVE A COUSTIC M ONITORING
Ufuk C¸akır, Lorène Jeantet, J. Lontsi, Emmanuel Dufourq
0 citations
Semantic Scholar