Eden: Evolutionary deep networks for efficient machine learning E Dufourq, BA Bassett 2017 Pattern Recognition Association of South Africa and Robotics and …, 2017 | 96 | 2017 |
Automated detection of Hainan gibbon calls for passive acoustic monitoring E Dufourq, I Durbach, JP Hansford, A Hoepfner, H Ma, JV Bryant, ... Remote Sensing in Ecology and Conservation 7 (3), 475-487, 2021 | 61 | 2021 |
Passive acoustic monitoring of animal populations with transfer learning E Dufourq, C Batist, R Foquet, I Durbach Ecological Informatics 70, 101688, 2022 | 44 | 2022 |
Automated problem identification: Regression vs classification via evolutionary deep networks E Dufourq, BA Bassett Proceedings of the South African institute of computer scientists and …, 2017 | 20 | 2017 |
Eden: Evolutionary deep networks for efficient machine learning. in 2017 Pattern Recognition Association of South Africa and Robotics and Mechatronics (PRASA-RobMech) E Dufourq, BA Bassett IEEE 75, 78-79, 2017 | 12 | 2017 |
A Survey on Factors Affecting Facial Expression Recognition based on Convolutional Neural Networks E Dufourq Conference of the South African Institute of Computer Scientists and …, 2020 | 10 | 2020 |
Automating Bird Detection Based on Webcam Captured Images using Deep Learning A Mirugwe, J Nyirenda, E Dufourq Proceedings of 43rd Conference of the South African Institute of Computer …, 2022 | 9 | 2022 |
A comparison of genetic programming representations for binary data classification E Dufourq, N Pillay 2013 Third World Congress on Information and Communication Technologies …, 2013 | 8 | 2013 |
Studies in metaheuristics for the blood assignment problem E Dufourq, MO Olusanya, AO Adewumi Proceedings of the Operation Research Society of South Africa (ORSSA’12), 2012 | 6 | 2012 |
Improving deep learning acoustic classifiers with contextual information for wildlife monitoring L Jeantet, E Dufourq Ecological Informatics 77, 102256, 2023 | 5 | 2023 |
Hybridizing evolutionary algorithms for creating classifier ensembles E Dufourq, N Pillay 2014 Sixth World Congress on Nature and Biologically Inspired Computing …, 2014 | 5 | 2014 |
Evolutionary Facial Expression Recognition E Dufourq, B Bassett Conference of the South African Institute of Computer Scientists and …, 2020 | 4 | 2020 |
Text compression for sentiment analysis via evolutionary algorithms E Dufourq, BA Bassett 2017 Pattern Recognition Association of South Africa and Robotics and …, 2017 | 4 | 2017 |
Automated classification of text sentiment E Dufourq, BA Bassett Proceedings of the South African Institute of Computer Scientists and …, 2017 | 3 | 2017 |
An integrated passive acoustic monitoring and deep learning pipeline for black‐and‐white ruffed lemurs (Varecia variegata) in Ranomafana National Park … CH Batist, E Dufourq, L Jeantet, MN Razafindraibe, F Randriamanantena, ... American Journal of Primatology, e23599, 2024 | 2 | 2024 |
Data Classification using Genetic Programming E Dufourq University of KwaZulu-Natal, Pietermaritzburg, 2015 | 2 | 2015 |
A preliminary study on the reuse of subtrees within decision trees in a genetic programming context for data classification E Dufourq, N Pillay 2013 Third World Congress on Information and Communication Technologies …, 2013 | 2 | 2013 |
Automatic detection and taxonomic identification of dolphin vocalisations using convolutional neural networks for passive acoustic monitoring G Frainer, E Dufourq, J Fearey, S Dines, R Probert, S Elwen, T Gridley Ecological Informatics 78, 102291, 2023 | 1 | 2023 |
Incorporating adaptive discretization into genetic programming for data classification E Dufourq, N Pillay 2013 Third World Congress on Information and Communication Technologies …, 2013 | 1 | 2013 |
Identifying prey capture events of a free-ranging marine predator using bio-logger data and deep learning S Schoombie, L Jeantet, M Chimienti, GJ Sutton, PA Pistorius, E Dufourq, ... Royal Society Open Science 11 (6), 240271, 2024 | | 2024 |