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Emmanuel Dufourq
Emmanuel Dufourq
AIMS-Carnegie Junior Research Chair
在 aims.ac.za 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Eden: Evolutionary deep networks for efficient machine learning
E Dufourq, BA Bassett
2017 Pattern Recognition Association of South Africa and Robotics and …, 2017
962017
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
612021
Passive acoustic monitoring of animal populations with transfer learning
E Dufourq, C Batist, R Foquet, I Durbach
Ecological Informatics 70, 101688, 2022
442022
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
202017
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
122017
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
102020
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
92022
A comparison of genetic programming representations for binary data classification
E Dufourq, N Pillay
2013 Third World Congress on Information and Communication Technologies …, 2013
82013
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
62012
Improving deep learning acoustic classifiers with contextual information for wildlife monitoring
L Jeantet, E Dufourq
Ecological Informatics 77, 102256, 2023
52023
Hybridizing evolutionary algorithms for creating classifier ensembles
E Dufourq, N Pillay
2014 Sixth World Congress on Nature and Biologically Inspired Computing …, 2014
52014
Evolutionary Facial Expression Recognition
E Dufourq, B Bassett
Conference of the South African Institute of Computer Scientists and …, 2020
42020
Text compression for sentiment analysis via evolutionary algorithms
E Dufourq, BA Bassett
2017 Pattern Recognition Association of South Africa and Robotics and …, 2017
42017
Automated classification of text sentiment
E Dufourq, BA Bassett
Proceedings of the South African Institute of Computer Scientists and …, 2017
32017
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
22024
Data Classification using Genetic Programming
E Dufourq
University of KwaZulu-Natal, Pietermaritzburg, 2015
22015
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
22013
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
12023
Incorporating adaptive discretization into genetic programming for data classification
E Dufourq, N Pillay
2013 Third World Congress on Information and Communication Technologies …, 2013
12013
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
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