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ORCIDYann-Aël Le Borgne
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2020 – today
- 2024
[j12]Gian Marco Paldino
, Bertrand Lebichot, Yann-Aël Le Borgne, Wissam Siblini, Frédéric Oblé, Giacomo Boracchi, Gianluca Bontempi:
The role of diversity and ensemble learning in credit card fraud detection. Adv. Data Anal. Classif. 18(1): 193-217 (2024)- [j11]Bertrand Lebichot, Wissam Siblini, Gian Marco Paldino, Yann-Aël Le Borgne, Frédéric Oblé, Gianluca Bontempi:
Assessment of catastrophic forgetting in continual credit card fraud detection. Expert Syst. Appl. 249: 123445 (2024) - 2023
- [i8]Alexandre Lepage, Anne Gagnebien, Audrey Bonjour, Aurélie Lagarrigue, Axel Palaude, Caroline Boulord, Charles-Antoine Gagneur, Chloé Mercier, Christelle Caucheteux, Dominique Guidoni-Stoltz, Florence Tressols, Frédéric Alexandre, Jean-François Céci, Jean-François Metral, Jérémy Camponovo, Julie Henry, Laurent Fouché, Laurent Heiser, Lianne-Blue Hodgkins, Margarida Romero, Marie-Hélène Comte, Michel Durampart, Patricia Corieri, Paul Olry, Pauline Reboul, Philippe Bonfils, Sami Ben Amor, Simon Collin, Solange Ciavaldini-Cartaut, Thierry Viéville, Victoire Batifol, Yann-Aël Le Borgne:
Teaching and learning in the age of artificial intelligence. CoRR abs/2303.06956 (2023) - [i7]Dara Cassidy, Yann-Aël Le Borgne, Francisco Bellas, Riina Vuorikari, Elise Rondin, Madhumalti Sharma, Jessica Niewint-Gori, Johanna Gröpler, Anne Gilleran, Lidija Kralj:
Use Scenarios & Practical Examples of AI Use in Education. CoRR abs/2309.12320 (2023) - 2021
- [j10]Bertrand Lebichot, Théo Verhelst, Yann-Aël Le Borgne, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi:
Transfer Learning Strategies for Credit Card Fraud Detection. IEEE Access 9: 114754-114766 (2021) - [j9]Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Yacine Kessaci, Frédéric Oblé, Gianluca Bontempi:
Combining unsupervised and supervised learning in credit card fraud detection. Inf. Sci. 557: 317-331 (2021) - [i6]Wissam Siblini, Guillaume Coter, Rémy Fabry, Liyun He-Guelton, Frédéric Oblé, Bertrand Lebichot, Yann-Aël Le Borgne, Gianluca Bontempi:
Transfer Learning for Credit Card Fraud Detection: A Journey from Research to Production. CoRR abs/2107.09323 (2021) - 2020
- [c24]Giovanni Buroni, Yann-Aël Le Borgne, Gianluca Bontempi, Daniele Raimondi, Karl Determe:
On-Board Unit Big Data: Short-term Traffic Forecasting in Urban Transportation Networks. DSAA 2020: 569-578 - [c23]Arnau Dillen, Giovanni Buroni, Yann-Aël Le Borgne, Karl Determe, Gianluca Bontempi:
MOBI-AID: A Big Data Platform for Real-Time Analysis of On Board Unit Data. EDBT/ICDT Workshops 2020
2010 – 2019
- 2019
- [j8]Jacopo De Stefani, Yann-Aël Le Borgne, Olivier Caelen, Dalila Hattab, Gianluca Bontempi:
Batch and incremental dynamic factor machine learning for multivariate and multi-step-ahead forecasting. Int. J. Data Sci. Anal. 7(4): 311-329 (2019) - [c22]Bertrand Lebichot, Yann-Aël Le Borgne, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi:
Deep-Learning Domain Adaptation Techniques for Credit Cards Fraud Detection. INNSBDDL 2019: 78-88 - 2018
- [j7]Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi:
Streaming active learning strategies for real-life credit card fraud detection: assessment and visualization. Int. J. Data Sci. Anal. 5(4): 285-300 (2018) - [j6]Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi:
Correction to: Streaming active learning strategies for real-life credit detection: assessment and visualization. Int. J. Data Sci. Anal. 5(4): 301-302 (2018) - [j5]Fabrizio Carcillo, Andrea Dal Pozzolo, Yann-Aël Le Borgne, Olivier Caelen, Yannis Mazzer, Gianluca Bontempi:
SCARFF: A scalable framework for streaming credit card fraud detection with spark. Inf. Fusion 41: 182-194 (2018) - [c21]Giovanni Buroni, Yann-Aël Le Borgne, Gianluca Bontempi, Karl Determe:
On-Board-Unit Data: A Big Data Platform for Scalable storage and Processing. Cloudtech 2018: 1-5 - [c20]Giovanni Buroni, Yann-Aël Le Borgne, Gianluca Bontempi, Karl Determe:
Cluster Analysis of On-Board-Unit Truck Big Data from the Brussels Capital Region. ITSC 2018: 2074-2079 - [c19]Jacopo De Stefani, Olivier Caelen, Dalila Hattab, Yann-Aël Le Borgne, Gianluca Bontempi:
A Multivariate and Multi-step Ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting. MIDAS/PAP@PKDD/ECML 2018: 7-22 - [i5]Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi:
Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection: Assessment and Visualization. CoRR abs/1804.07481 (2018) - 2017
- [c18]Claudio Reggiani, Yann-Aël Le Borgne, Gianluca Bontempi:
Feature Selection in High-Dimensional Dataset Using MapReduce. BNCAI 2017: 101-115 - [c17]Gianluca Bontempi, Yann-Aël Le Borgne, Jacopo De Stefani:
A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead Forecasting. DSAA 2017: 222-231 - [c16]Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi:
An Assessment of Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection. DSAA 2017: 631-639 - [i4]Claudio Reggiani, Yann-Aël Le Borgne, Gianluca Bontempi:
Feature selection in high-dimensional dataset using MapReduce. CoRR abs/1709.02327 (2017) - [i3]Fabrizio Carcillo, Andrea Dal Pozzolo, Yann-Aël Le Borgne, Olivier Caelen, Yannis Mazzer, Gianluca Bontempi:
SCARFF: a Scalable Framework for Streaming Credit Card Fraud Detection with Spark. CoRR abs/1709.08920 (2017) - 2016
- [c15]Gianluca Bontempi, Yann-Aël Le Borgne:
Predictive Modeling in a Big Data Distributed Setting: A Scalable Bias Correction Approach. BigData Congress 2016: 68-74 - [c14]Yann-Aël Le Borgne, Adriana Homolova, Gianluca Bontempi:
OpenTED Browser: Insights into European Public Spendings. SoGood@ECML-PKDD 2016 - [i2]Yann-Aël Le Borgne, Adriana Homolova, Gianluca Bontempi:
OpenTED Browser: Insights into European Public Spendings. CoRR abs/1611.02118 (2016) - 2014
- [j4]Andrea Dal Pozzolo, Olivier Caelen, Yann-Aël Le Borgne, Serge Waterschoot, Gianluca Bontempi:
Learned lessons in credit card fraud detection from a practitioner perspective. Expert Syst. Appl. 41(10): 4915-4928 (2014) - [c13]Olmo León, Manuel P. Cuéllar, Miguel Delgado, Yann-Aël Le Borgne, Gianluca Bontempi:
Human Activity Recognition Framework in Monitored Environments. ICPRAM 2014: 487-494 - [c12]Manuel P. Cuéllar, María Ros, María J. Martín-Bautista, Yann-Aël Le Borgne, Gianluca Bontempi:
An Approach for the Evaluation of Human Activities in Physical Therapy Scenarios. MONAMI 2014: 401-414 - 2012
- [j3]Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé:
Decentralised reinforcement learning for energy-efficient scheduling in wireless sensor networks. Int. J. Commun. Networks Distributed Syst. 9(3/4): 207-224 (2012) - [c11]Gianluca Bontempi, Souhaib Ben Taieb, Yann-Aël Le Borgne:
Machine Learning Strategies for Time Series Forecasting. eBISS 2012: 62-77 - [c10]Yann-Aël Le Borgne, Gianluca Bontempi:
Time Series Prediction for Energy-Efficient Wireless Sensors: Applications to Environmental Monitoring and Video Games. S-CUBE 2012: 63-72 - 2011
- [c9]Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé:
Distributed cooperation in wireless sensor networks. AAMAS 2011: 249-256 - [c8]Mihail Mihaylov, Yann-Aël Le Borgne, Ann Nowé, Karl Tuyls:
Self-organizing Synchronicity and Desynchronicity using Reinforcement Learning. ICAART (2) 2011: 94-103 - [c7]Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé:
Reinforcement Learning for Self-organizing Wake-Up Scheduling in Wireless Sensor Networks. ICAART (Revised Selected Papers) 2011: 382-396 - [c6]Yann-Aël Le Borgne, A. Campo:
Open Review in computer science Elsevier grand challenge on executable papers. ICCS 2011: 778-780 - 2010
- [c5]Nashat Abughalieh, Yann-Aël Le Borgne, Ann Nowé, Kris Steenhaut:
Lifetime optimization for sensor networks with correlated data gathering. INSS 2010: 69-72 - [c4]Yann-Aël Le Borgne, Ann Nowé, Nashat Abughalieh, Kris Steenhaut:
Distributed regression for high-level feature extraction in wireless sensor networks. INSS 2010: 249-252 - [c3]Yann-Aël Le Borgne, Ann Nowé, Kris Steenhaut, Gianluca Bontempi:
Demonstrating principal component aggregation for distributed spatial pattern recognition. IPSN 2010: 430-431 - [c2]Nashat Abughalieh, Yann-Aël Le Borgne, Kris Steenhaut, Ann Nowé:
Lifetime optimization for wireless sensor networks with correlated data gathering. WiOpt 2010: 266-272 - [i1]Yann-Aël Le Borgne, Sylvain Raybaud, Gianluca Bontempi:
Distributed Principal Component Analysis for Wireless Sensor Networks. CoRR abs/1003.1967 (2010)
2000 – 2009
- 2008
- [j2]Abhilash Alexander Miranda, Yann-Aël Le Borgne, Gianluca Bontempi:
New Routes from Minimal Approximation Error to Principal Components. Neural Process. Lett. 27(3): 197-207 (2008) - 2007
- [j1]Yann-Aël Le Borgne, Silvia Santini, Gianluca Bontempi:
Adaptive model selection for time series prediction in wireless sensor networks. Signal Process. 87(12): 3010-3020 (2007) - 2006
- [c1]Yann-Aël Le Borgne, Mehdi Moussaïd, Gianluca Bontempi:
Simulation Architecture for Data Processing Algorithms in Wireless Sensor Networks. AINA (2) 2006: 383-387
Coauthor Index
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last updated on 2024-08-05 20:24 CEST by the dblp team
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