Yann-Aël Le Borgne

44 papers A 1B 4C 1Misc 1Journal 20Unranked 17

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Assessment of catastrophic forgetting in continual credit card fraud detection. Expert Syst. Appl. Bertrand Lebichot, Wissam Siblini, Gian Marco Paldino, Yann-Aël Le Borgne, Frédéric Oblé, Gianluca Bontempi
2024	J	`jnl`	The role of diversity and ensemble learning in credit card fraud detection. Adv. Data Anal. Classif. Gian Marco Paldino, Bertrand Lebichot, Yann-Aël Le Borgne, Wissam Siblini, Frédéric Oblé, Giacomo Boracchi, Gianluca Bontempi
2023	J	`jnl`	Teaching and learning in the age of artificial intelligence. CoRR 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
2023	J	`jnl`	Use Scenarios & Practical Examples of AI Use in Education. CoRR Dara Cassidy, Yann-Aël Le Borgne, Francisco Bellas, Riina Vuorikari, Elise Rondin, Madhumalti Sharma, Jessica Niewint-Gori, Johanna Gröpler, Anne Gilleran, Lidija Kralj
2021	J	`jnl`	Combining unsupervised and supervised learning in credit card fraud detection. Inf. Sci. Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Yacine Kessaci, Frédéric Oblé, Gianluca Bontempi
2021	J	`jnl`	Transfer Learning Strategies for Credit Card Fraud Detection. IEEE Access Bertrand Lebichot, Théo Verhelst, Yann-Aël Le Borgne, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi
2021	J	`jnl`	Transfer Learning for Credit Card Fraud Detection: A Journey from Research to Production. CoRR Wissam Siblini, Guillaume Coter, Rémy Fabry, Liyun He-Guelton, Frédéric Oblé, Bertrand Lebichot, Yann-Aël Le Borgne, Gianluca Bontempi
2020	—	`conf`	MOBI-AID: A Big Data Platform for Real-Time Analysis of On Board Unit Data. EDBT/ICDT Workshops Arnau Dillen, Giovanni Buroni, Yann-Aël Le Borgne, Karl Determe, Gianluca Bontempi
2020	B	`conf`	On-Board Unit Big Data: Short-term Traffic Forecasting in Urban Transportation Networks. DSAA Giovanni Buroni, Yann-Aël Le Borgne, Gianluca Bontempi, Daniele Raimondi, Karl Determe
2019	J	`jnl`	Batch and incremental dynamic factor machine learning for multivariate and multi-step-ahead forecasting. Int. J. Data Sci. Anal. Jacopo De Stefani, Yann-Aël Le Borgne, Olivier Caelen, Dalila Hattab, Gianluca Bontempi
2019	—	`conf`	Deep-Learning Domain Adaptation Techniques for Credit Cards Fraud Detection. INNSBDDL Bertrand Lebichot, Yann-Aël Le Borgne, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi
2018	—	`conf`	A Multivariate and Multi-step Ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting. MIDAS/PAP@PKDD/ECML Jacopo De Stefani, Olivier Caelen, Dalila Hattab, Yann-Aël Le Borgne, Gianluca Bontempi
2018	—	`conf`	Cluster Analysis of On-Board-Unit Truck Big Data from the Brussels Capital Region. ITSC Giovanni Buroni, Yann-Aël Le Borgne, Gianluca Bontempi, Karl Determe
2018	J	`jnl`	Correction to: Streaming active learning strategies for real-life credit detection: assessment and visualization. Int. J. Data Sci. Anal. Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi
2018	—	`conf`	On-Board-Unit Data: A Big Data Platform for Scalable storage and Processing. Cloudtech Giovanni Buroni, Yann-Aël Le Borgne, Gianluca Bontempi, Karl Determe
2018	J	`jnl`	SCARFF: A scalable framework for streaming credit card fraud detection with spark. Inf. Fusion Fabrizio Carcillo, Andrea Dal Pozzolo, Yann-Aël Le Borgne, Olivier Caelen, Yannis Mazzer, Gianluca Bontempi
2018	J	`jnl`	Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection: Assessment and Visualization. CoRR Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi
2018	J	`jnl`	Streaming active learning strategies for real-life credit card fraud detection: assessment and visualization. Int. J. Data Sci. Anal. Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi
2017	B	`conf`	A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead Forecasting. DSAA Gianluca Bontempi, Yann-Aël Le Borgne, Jacopo De Stefani
2017	B	`conf`	An Assessment of Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection. DSAA Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi
2017	—	`conf`	Feature Selection in High-Dimensional Dataset Using MapReduce. BNCAI Claudio Reggiani, Yann-Aël Le Borgne, Gianluca Bontempi
2017	J	`jnl`	Feature selection in high-dimensional dataset using MapReduce. CoRR Claudio Reggiani, Yann-Aël Le Borgne, Gianluca Bontempi
2017	J	`jnl`	SCARFF: a Scalable Framework for Streaming Credit Card Fraud Detection with Spark. CoRR Fabrizio Carcillo, Andrea Dal Pozzolo, Yann-Aël Le Borgne, Olivier Caelen, Yannis Mazzer, Gianluca Bontempi
2016	—	`conf`	OpenTED Browser: Insights into European Public Spendings. SoGood@ECML-PKDD Yann-Aël Le Borgne, Adriana Homolova, Gianluca Bontempi
2016	J	`jnl`	OpenTED Browser: Insights into European Public Spendings. CoRR Yann-Aël Le Borgne, Adriana Homolova, Gianluca Bontempi
2016	—	`conf`	Predictive Modeling in a Big Data Distributed Setting: A Scalable Bias Correction Approach. BigData Congress Gianluca Bontempi, Yann-Aël Le Borgne
2014	—	`conf`	An Approach for the Evaluation of Human Activities in Physical Therapy Scenarios. MONAMI Manuel P. Cuéllar, María Ros, María J. Martín-Bautista, Yann-Aël Le Borgne, Gianluca Bontempi
2014	C	`conf`	Human Activity Recognition Framework in Monitored Environments. ICPRAM Olmo León, Manuel P. Cuéllar, Miguel Delgado, Yann-Aël Le Borgne, Gianluca Bontempi
2014	J	`jnl`	Learned lessons in credit card fraud detection from a practitioner perspective. Expert Syst. Appl. Andrea Dal Pozzolo, Olivier Caelen, Yann-Aël Le Borgne, Serge Waterschoot, Gianluca Bontempi
2012	J	`jnl`	Decentralised reinforcement learning for energy-efficient scheduling in wireless sensor networks. Int. J. Commun. Networks Distributed Syst. Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé
2012	—	`conf`	Machine Learning Strategies for Time Series Forecasting. eBISS Gianluca Bontempi, Souhaib Ben Taieb, Yann-Aël Le Borgne
2012	—	`conf`	Time Series Prediction for Energy-Efficient Wireless Sensors: Applications to Environmental Monitoring and Video Games. S-CUBE Yann-Aël Le Borgne, Gianluca Bontempi
2011	A	`conf`	Distributed cooperation in wireless sensor networks. AAMAS Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé
2011	Misc	`conf`	Open Review in computer science Elsevier grand challenge on executable papers. ICCS Yann-Aël Le Borgne, A. Campo
2011	—	`conf`	Reinforcement Learning for Self-organizing Wake-Up Scheduling in Wireless Sensor Networks. ICAART (Revised Selected Papers) Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé
2011	—	`conf`	Self-organizing Synchronicity and Desynchronicity using Reinforcement Learning. ICAART (2) Mihail Mihaylov, Yann-Aël Le Borgne, Ann Nowé, Karl Tuyls
2010	—	`conf`	Demonstrating principal component aggregation for distributed spatial pattern recognition. IPSN Yann-Aël Le Borgne, Ann Nowé, Kris Steenhaut, Gianluca Bontempi
2010	J	`jnl`	Distributed Principal Component Analysis for Wireless Sensor Networks CoRR Yann-Aël Le Borgne, Sylvain Raybaud, Gianluca Bontempi
2010	—	`conf`	Distributed regression for high-level feature extraction in wireless sensor networks. INSS Yann-Aël Le Borgne, Ann Nowé, Nashat Abughalieh, Kris Steenhaut
2010	—	`conf`	Lifetime optimization for sensor networks with correlated data gathering. INSS Nashat Abughalieh, Yann-Aël Le Borgne, Ann Nowé, Kris Steenhaut
2010	B	`conf`	Lifetime optimization for wireless sensor networks with correlated data gathering. WiOpt Nashat Abughalieh, Yann-Aël Le Borgne, Kris Steenhaut, Ann Nowé
2008	J	`jnl`	New Routes from Minimal Approximation Error to Principal Components. Neural Process. Lett. Abhilash Alexander Miranda, Yann-Aël Le Borgne, Gianluca Bontempi
2007	J	`jnl`	Adaptive model selection for time series prediction in wireless sensor networks. Signal Process. Yann-Aël Le Borgne, Silvia Santini, Gianluca Bontempi
2006	—	`conf`	Simulation Architecture for Data Processing Algorithms in Wireless Sensor Networks. AINA (2) Yann-Aël Le Borgne, Mehdi Moussaïd, Gianluca Bontempi