Yann-Aël Le Borgne

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 26

Top Topics

Predictive Modeling

Human Activity Recognition

Fraud Detection

Domain Adaptation

Top Venues

Int. J. Data Sci. Anal.

Expert Syst. Appl.

Publications

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) (2024)
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 (2024)
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 (2023)
Margarida Romero, Laurent Heiser, Alexandre Lepage, 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 (2023)
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 (2021)
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 (2021)
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 (2021)
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)
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)
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)
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) (2019)
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) (2018)
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)
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 (2018)
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)
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 (2018)
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)
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) (2018)
Claudio Reggiani, Yann-Aël Le Borgne, Gianluca Bontempi
Feature Selection in High-Dimensional Dataset Using MapReduce. BNCAI (2017)
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 (2017)
Claudio Reggiani, Yann-Aël Le Borgne, Gianluca Bontempi
Feature selection in high-dimensional dataset using MapReduce. CoRR (2017)
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)
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)
Yann-Aël Le Borgne, Adriana Homolova, Gianluca Bontempi
OpenTED Browser: Insights into European Public Spendings. SoGood@ECML-PKDD (2016)
Gianluca Bontempi, Yann-Aël Le Borgne
Predictive Modeling in a Big Data Distributed Setting: A Scalable Bias Correction Approach. BigData Congress (2016)
Yann-Aël Le Borgne, Adriana Homolova, Gianluca Bontempi
OpenTED Browser: Insights into European Public Spendings. CoRR (2016)
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)
Olmo León, Manuel P. Cuéllar, Miguel Delgado, Yann-Aël Le Borgne, Gianluca Bontempi
Human Activity Recognition Framework in Monitored Environments. ICPRAM (2014)
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) (2014)
Yann-Aël Le Borgne, Gianluca Bontempi
Time Series Prediction for Energy-Efficient Wireless Sensors: Applications to Environmental Monitoring and Video Games. S-CUBE (2012)
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) (2012)
Gianluca Bontempi, Souhaib Ben Taieb, Yann-Aël Le Borgne
Machine Learning Strategies for Time Series Forecasting. eBISS (2012)
Mihail Mihaylov, Yann-Aël Le Borgne, Ann Nowé, Karl Tuyls
Self-organizing Synchronicity and Desynchronicity using Reinforcement Learning. ICAART (2) (2011)
Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé
Distributed cooperation in wireless sensor networks. AAMAS (2011)
Yann-Aël Le Borgne, A. Campo
Open Review in computer science Elsevier grand challenge on executable papers. ICCS (2011)
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)
Yann-Aël Le Borgne, Sylvain Raybaud, Gianluca Bontempi
Distributed Principal Component Analysis for Wireless Sensor Networks CoRR (2010)
Nashat Abughalieh, Yann-Aël Le Borgne, Kris Steenhaut, Ann Nowé
Lifetime optimization for wireless sensor networks with correlated data gathering. WiOpt (2010)
Nashat Abughalieh, Yann-Aël Le Borgne, Ann Nowé, Kris Steenhaut
Lifetime optimization for sensor networks with correlated data gathering. INSS (2010)
Yann-Aël Le Borgne, Ann Nowé, Nashat Abughalieh, Kris Steenhaut
Distributed regression for high-level feature extraction in wireless sensor networks. INSS (2010)
Yann-Aël Le Borgne, Ann Nowé, Kris Steenhaut, Etro Lab, Gianluca Bontempi
Demonstrating principal component aggregation for distributed spatial pattern recognition. IPSN (2010)
Abhilash Alexander Miranda, Yann-Aël Le Borgne, Gianluca Bontempi
New Routes from Minimal Approximation Error to Principal Components. Neural Process. Lett. 27 (3) (2008)
Yann-Aël Le Borgne, Silvia Santini, Gianluca Bontempi
Adaptive model selection for time series prediction in wireless sensor networks. Signal Process. 87 (12) (2007)
Yann-Aël Le Borgne, Mehdi Moussaïd, Gianluca Bontempi
Simulation Architecture for Data Processing Algorithms in Wireless Sensor Networks. AINA (2) (2006)