Yann-Aël Le Borgne
Yann-Aël Le Borgne
PostDoc Researcher, Université Libre de Bruxelles, Belgium
Verified email at ulb.ac.be - Homepage
Title
Cited by
Cited by
Year
Machine learning strategies for time series forecasting
G Bontempi, SB Taieb, YA Le Borgne
European business intelligence summer school, 62-77, 2012
2102012
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
1992014
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
1952007
New routes from minimal approximation error to principal components
AA Miranda, YA Le Borgne, G Bontempi
Neural Processing Letters 27 (3), 197-207, 2008
1562008
Distributed principal component analysis for wireless sensor networks
YA Le Borgne, S Raybaud, G Bontempi
Sensors 8 (8), 4821-4850, 2008
722008
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
682005
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
512018
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
292007
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
272012
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 (4), 285-300, 2018
182018
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
172011
Reinforcement learning for self-organizing wake-up scheduling in wireless sensor networks
M Mihaylov, YA Le Borgne, K Tuyls, A Nowé
International Conference on Agents and Artificial Intelligence, 382-396, 2011
142011
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
142007
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, 2019
132019
Une plate-forme technologique liée à la paralysie cérébrale-Le projet ICT4Rehab
SVS Jan, V Wermenbol, P Van Bogaert, K Desloovere, M Degelaen, ...
médecine/sciences 29 (5), 529-536, 2013
13*2013
Feature selection in high-dimensional dataset using MapReduce
C Reggiani, YA Le Borgne, G Bontempi
Benelux Conference on Artificial Intelligence, 101-115, 2017
92017
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
92017
Machine learning basics
K Kapitanova, SH Son
Intelligent sensor networks: the integration of sensor networks, signal …, 2012
92012
Bias-variance trade-off characterization in a classification problem: What differences with regression
Y Le Borgne
Machine Learning Group, Univ. Libre de Bruxelles, Belgium, 2005
92005
Reinforcement learning for energy efficient routing in wireless sensor networks
M Devillé, YA Le Borgne, A Nowé, P De Causmaecker, J Maervoet, ...
Proceedings of the 23rd Benelux Conference on Artificial Intelligence, 89-96, 2011
82011
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