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Yann-Aël Le Borgne
Yann-Aël Le Borgne
PostDoc Researcher, Université Libre de Bruxelles, Belgium
ulb.ac.be의 이메일 확인됨 - 홈페이지
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Machine learning strategies for time series forecasting
G Bontempi, S Ben Taieb, YA Le Borgne
Business Intelligence: Second European Summer School, eBISS 2012, Brussels …, 2013
6912013
Learned lessons in credit card fraud detection from a practitioner perspective
A Dal Pozzolo, O Caelen, YA Le Borgne, S Waterschoot, G Bontempi
Expert systems with applications 41 (10), 4915-4928, 2014
5002014
Combining unsupervised and supervised learning in credit card fraud detection
F Carcillo, YA Le Borgne, O Caelen, Y Kessaci, F Oblé, G Bontempi
Information sciences 557, 317-331, 2021
3042021
Adaptive model selection for time series prediction in wireless sensor networks
YA Le Borgne, S Santini, G Bontempi
Signal Processing 87 (12), 3010-3020, 2007
2442007
Scarff: a scalable framework for streaming credit card fraud detection with spark
F Carcillo, A Dal Pozzolo, YA Le Borgne, O Caelen, Y Mazzer, ...
Information fusion 41, 182-194, 2018
2212018
New routes from minimal approximation error to principal components
AA Miranda, YA Le Borgne, G Bontempi
Neural Processing Letters 27, 197-207, 2008
2092008
Deep-learning domain adaptation techniques for credit cards fraud detection
B Lebichot, YA Le Borgne, L He-Guelton, F Oblé, G Bontempi
Recent Advances in Big Data and Deep Learning: Proceedings of the INNS Big …, 2020
1162020
Streaming active learning strategies for real-life credit card fraud detection: assessment and visualization
F Carcillo, YA Le Borgne, O Caelen, G Bontempi
International Journal of Data Science and Analytics 5, 285-300, 2018
1062018
Distributed principal component analysis for wireless sensor networks
YA Le Borgne, S Raybaud, G Bontempi
Sensors 8 (8), 4821-4850, 2008
882008
An adaptive modular approach to the mining of sensor network data
G Bontempi, Y Le Borgne
proceedings of 1st International Workshop on Data Mining in Sensor Networks …, 2005
782005
Decentralised reinforcement learning for energy-efficient scheduling in wireless sensor networks
M Mihaylov, YA Le Borgne, K Tuyls, A Nowé
International Journal of Communication Networks and Distributed Systems 9 (3 …, 2012
482012
Unsupervised and supervised compression with principal component analysis in wireless sensor networks
Y Le Borgne, G Bontempi
Proceedings of the Workshop on Knowledge Discovery from Data, 13th ACM …, 2007
342007
Feature selection in high-dimensional dataset using MapReduce
C Reggiani, YA Le Borgne, G Bontempi
Benelux Conference on Artificial Intelligence, 101-115, 2017
222017
An assessment of streaming active learning strategies for real-life credit card fraud detection
F Carcillo, YA Le Borgne, O Caelen, G Bontempi
2017 ieee international conference on data science and advanced analytics …, 2017
212017
Digenic inheritance of human primary microcephaly delineates centrosomal and non‐centrosomal pathways
S Duerinckx, V Jacquemin, S Drunat, Y Vial, S Passemard, C Perazzolo, ...
Human mutation 41 (2), 512-524, 2020
202020
Principal component aggregation for energy efficient information extraction in wireless sensor networks
YA Le Borgne, JM Dricot, G Bontempi
Knowledge Discovery from Sensor Data, 2007
202007
A technological platform for cerebral palsy-The ICT4Rehab project
S Van Sint Jan, V Wermenbol, P Van Bogaert, K Desloovere, M Degelaen, ...
Medecine Sciences: M/S 29 (5), 529-536, 2013
19*2013
Batch and incremental dynamic factor machine learning for multivariate and multi-step-ahead forecasting
J De Stefani, YA Le Borgne, O Caelen, D Hattab, G Bontempi
International Journal of Data Science and Analytics 7 (4), 311-329, 2019
182019
Distributed cooperation in wireless sensor networks
M Mihaylov, YA Le Borgne, K Tuyls, A Nowé
The 10th International Conference on Autonomous Agents and Multiagent …, 2011
182011
Reinforcement learning for self-organizing wake-up scheduling in wireless sensor networks
M Mihaylov, YA Le Borgne, K Tuyls, A Nowé
Agents and Artificial Intelligence: Third International Conference, ICAART …, 2013
162013
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