Yann-Aël Le Borgne

According to our database, Yann-Aël Le Borgne authored at least 39 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The role of diversity and ensemble learning in credit card fraud detection.

Gian Marco Paldino, Bertrand Lebichot, Yann-Aël Le Borgne, Wissam Siblini, Frédéric Oblé, Giacomo Boracchi, Gianluca Bontempi

Adv. Data Anal. Classif., March, 2024

2023

Use Scenarios & Practical Examples of AI Use in Education.

Dara Cassidy, Yann-Aël Le Borgne, Francisco Bellas, Riina Vuorikari, Elise Rondin, Madhumalti Sharma, Jessica Niewint-Gori, Johanna Gröpler, Anne Gilleran, Lidija Kralj

CoRR, 2023

Teaching and learning in the age of artificial intelligence.

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

CoRR, 2023

2021

Combining unsupervised and supervised learning in credit card fraud detection.

Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Yacine Kessaci, Frédéric Oblé, Gianluca Bontempi

Inf. Sci., 2021

Transfer Learning for Credit Card Fraud Detection: A Journey from Research to Production.

Wissam Siblini, Guillaume Coter, Rémy Fabry, Liyun He-Guelton, Frédéric Oblé, Bertrand Lebichot, Yann-Aël Le Borgne, Gianluca Bontempi

CoRR, 2021

Transfer Learning Strategies for Credit Card Fraud Detection.

Bertrand Lebichot, Théo Verhelst, Yann-Aël Le Borgne, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi

IEEE Access, 2021

2020

MOBI-AID: A Big Data Platform for Real-Time Analysis of On Board Unit Data.

Arnau Dillen, Giovanni Buroni, Yann-Aël Le Borgne, Karl Determe, Gianluca Bontempi

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

On-Board Unit Big Data: Short-term Traffic Forecasting in Urban Transportation Networks.

Giovanni Buroni, Yann-Aël Le Borgne, Gianluca Bontempi, Daniele Raimondi, Karl Determe

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019

Batch and incremental dynamic factor machine learning for multivariate and multi-step-ahead forecasting.

Jacopo De Stefani, Yann-Aël Le Borgne, Olivier Caelen, Dalila Hattab, Gianluca Bontempi

Int. J. Data Sci. Anal., 2019

Deep-Learning Domain Adaptation Techniques for Credit Cards Fraud Detection.

Bertrand Lebichot, Yann-Aël Le Borgne, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi

Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

2018

SCARFF: A scalable framework for streaming credit card fraud detection with spark.

Fabrizio Carcillo, Andrea Dal Pozzolo, Yann-Aël Le Borgne, Olivier Caelen, Yannis Mazzer, Gianluca Bontempi

Inf. Fusion, 2018

Correction to: Streaming active learning strategies for real-life credit detection: assessment and visualization.

Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi

Int. J. Data Sci. Anal., 2018

Streaming active learning strategies for real-life credit card fraud detection: assessment and visualization.

Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi

Int. J. Data Sci. Anal., 2018

A Multivariate and Multi-step Ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting.

Jacopo De Stefani, Olivier Caelen, Dalila Hattab, Yann-Aël Le Borgne, Gianluca Bontempi

Proceedings of the ECML PKDD 2018 Workshops, 2018

Cluster Analysis of On-Board-Unit Truck Big Data from the Brussels Capital Region.

Giovanni Buroni, Yann-Aël Le Borgne, Gianluca Bontempi, Karl Determe

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

On-Board-Unit Data: A Big Data Platform for Scalable storage and Processing.

Giovanni Buroni, Yann-Aël Le Borgne, Gianluca Bontempi, Karl Determe

Proceedings of the 2018 4th International Conference on Cloud Computing Technologies and Applications, 2018

2017

An Assessment of Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection.

Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead Forecasting.

Gianluca Bontempi, Yann-Aël Le Borgne, Jacopo De Stefani

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

Feature Selection in High-Dimensional Dataset Using MapReduce.

Claudio Reggiani, Yann-Aël Le Borgne, Gianluca Bontempi

Proceedings of the Artificial Intelligence - 29th Benelux Conference, 2017

2016

OpenTED Browser: Insights into European Public Spendings.

Yann-Aël Le Borgne, Adriana Homolova, Gianluca Bontempi

Proceedings of the First Workshop on Data Science for Social Good co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Dicovery in Databases, 2016

Predictive Modeling in a Big Data Distributed Setting: A Scalable Bias Correction Approach.

Gianluca Bontempi, Yann-Aël Le Borgne

Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

2014

Learned lessons in credit card fraud detection from a practitioner perspective.

Andrea Dal Pozzolo, Olivier Caelen, Yann-Aël Le Borgne, Serge Waterschoot, Gianluca Bontempi

Expert Syst. Appl., 2014

An Approach for the Evaluation of Human Activities in Physical Therapy Scenarios.

Manuel P. Cuéllar, María Ros, María J. Martín-Bautista, Yann-Aël Le Borgne, Gianluca Bontempi

Proceedings of the Mobile Networks and Management - 6th International Conference, 2014

Human Activity Recognition Framework in Monitored Environments.

Olmo León, Manuel P. Cuéllar, Miguel Delgado, Yann-Aël Le Borgne, Gianluca Bontempi

Proceedings of the ICPRAM 2014, 2014

2012

Decentralised reinforcement learning for energy-efficient scheduling in wireless sensor networks.

Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé

Int. J. Commun. Networks Distributed Syst., 2012

Time Series Prediction for Energy-Efficient Wireless Sensors: Applications to Environmental Monitoring and Video Games.

Yann-Aël Le Borgne, Gianluca Bontempi

Proceedings of the Sensor Systems and Software - Third International ICST Conference, 2012

Machine Learning Strategies for Time Series Forecasting.

Gianluca Bontempi, Souhaib Ben Taieb, Yann-Aël Le Borgne

Proceedings of the Business Intelligence - Second European Summer School, 2012

2011

Open Review in computer science Elsevier grand challenge on executable papers.

Yann-Aël Le Borgne, A. Campo

Proceedings of the International Conference on Computational Science, 2011

Reinforcement Learning for Self-organizing Wake-Up Scheduling in Wireless Sensor Networks.

Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé

Proceedings of the Agents and Artificial Intelligence - Third International Conference, 2011

Self-organizing Synchronicity and Desynchronicity using Reinforcement Learning.

Mihail Mihaylov, Yann-Aël Le Borgne, Ann Nowé, Karl Tuyls

Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 2, 2011

Distributed cooperation in wireless sensor networks.

Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010

Distributed Principal Component Analysis for Wireless Sensor Networks

Yann-Aël Le Borgne, Sylvain Raybaud, Gianluca Bontempi

CoRR, 2010

Lifetime optimization for wireless sensor networks with correlated data gathering.

Nashat Abughalieh, Yann-Aël Le Borgne, Kris Steenhaut, Ann Nowé

Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31, 2010

Demonstrating principal component aggregation for distributed spatial pattern recognition.

Yann-Aël Le Borgne, Ann Nowé, Kris Steenhaut, Gianluca Bontempi

Proceedings of the 9th International Conference on Information Processing in Sensor Networks, 2010

Distributed regression for high-level feature extraction in wireless sensor networks.

Yann-Aël Le Borgne, Ann Nowé, Nashat Abughalieh, Kris Steenhaut

Proceedings of the Seventh International Conference on Networked Sensing Systems, 2010

Lifetime optimization for sensor networks with correlated data gathering.

Nashat Abughalieh, Yann-Aël Le Borgne, Ann Nowé, Kris Steenhaut

Proceedings of the Seventh International Conference on Networked Sensing Systems, 2010

2008

New Routes from Minimal Approximation Error to Principal Components.

Abhilash Alexander Miranda, Yann-Aël Le Borgne, Gianluca Bontempi

Neural Process. Lett., 2008

2007

Adaptive model selection for time series prediction in wireless sensor networks.

Yann-Aël Le Borgne, Silvia Santini, Gianluca Bontempi

Signal Process., 2007

2006

Simulation Architecture for Data Processing Algorithms in Wireless Sensor Networks.

Yann-Aël Le Borgne, Mehdi Moussaïd, Gianluca Bontempi

Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006