Simulation Architecture for Data Processing Algorithms in Wireless Sensor Networks. - Yann-Aël Le Borgne; Mehdi Moussaïd; Gianluca Bontempi (AINA (2), 2006)

Adaptive model selection for time series prediction in wireless sensor networks. - Yann-Aël Le Borgne; Silvia Santini; Gianluca Bontempi (Signal Process., 2007)

New Routes from Minimal Approximation Error to Principal Components. - Abhilash Alexander Miranda; Yann-Aël Le Borgne; Gianluca Bontempi (Neural Process. Lett., 2008)

Lifetime optimization for sensor networks with correlated data gathering. - Nashat Abughalieh; Yann-Aël Le Borgne; Ann Nowé; Kris Steenhaut (INSS, 2010)

Distributed regression for high-level feature extraction in wireless sensor networks. - Yann-Aël Le Borgne; Ann Nowé; Nashat Abughalieh; Kris Steenhaut (INSS, 2010)

Demonstrating principal component aggregation for distributed spatial pattern recognition. - Yann-Aël Le Borgne; Ann Nowé; Kris Steenhaut; Gianluca Bontempi (IPSN, 2010)

Lifetime optimization for wireless sensor networks with correlated data gathering. - Nashat Abughalieh; Yann-Aël Le Borgne; Kris Steenhaut; Ann Nowé (WiOpt, 2010)

Distributed Principal Component Analysis for Wireless Sensor Networks - Yann-Aël Le Borgne; Sylvain Raybaud; Gianluca Bontempi (CoRR, 2010)

Distributed cooperation in wireless sensor networks. - Mihail Mihaylov; Yann-Aël Le Borgne; Karl Tuyls; Ann Nowé (AAMAS, 2011)

Self-organizing Synchronicity and Desynchronicity using Reinforcement Learning. - Mihail Mihaylov; Yann-Aël Le Borgne; Ann Nowé; Karl Tuyls (ICAART (2), 2011)

Reinforcement Learning for Self-organizing Wake-Up Scheduling in Wireless Sensor Networks. - Mihail Mihaylov; Yann-Aël Le Borgne; Karl Tuyls; Ann Nowé (ICAART (Revised Selected Papers), 2011)

Open Review in computer science Elsevier grand challenge on executable papers. - Yann-Aël Le Borgne; A. Campo (ICCS, 2011)

Machine Learning Strategies for Time Series Forecasting. - Gianluca Bontempi; Souhaib Ben Taieb; Yann-Aël Le Borgne (eBISS, 2012)

Time Series Prediction for Energy-Efficient Wireless Sensors: Applications to Environmental Monitoring and Video Games. - Yann-Aël Le Borgne; Gianluca Bontempi (S-CUBE, 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)

Human Activity Recognition Framework in Monitored Environments. - Olmo León; Manuel P. Cuéllar; Miguel Delgado 001; Yann-Aël Le Borgne; Gianluca Bontempi (ICPRAM, 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 (MONAMI, 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)

Predictive Modeling in a Big Data Distributed Setting: A Scalable Bias Correction Approach. - Gianluca Bontempi; Yann-Aël Le Borgne (BigData Congress, 2016)

OpenTED Browser: Insights into European Public Spendings. - Yann-Aël Le Borgne; Adriana Homolova; Gianluca Bontempi (SoGood@ECML-PKDD, 2016)

Feature Selection in High-Dimensional Dataset Using MapReduce. - Claudio Reggiani; Yann-Aël Le Borgne; Gianluca Bontempi (BNCAI, 2017)

A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead Forecasting. - Gianluca Bontempi; Yann-Aël Le Borgne; Jacopo De Stefani (DSAA, 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 (DSAA, 2017)

On-Board-Unit Data: A Big Data Platform for Scalable storage and Processing. - Giovanni Buroni; Yann-Aël Le Borgne; Gianluca Bontempi; Karl Determe (Cloudtech, 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 (ITSC, 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 (MIDAS/PAP@PKDD/ECML, 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)

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)

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)

Deep-Learning Domain Adaptation Techniques for Credit Cards Fraud Detection. - Bertrand Lebichot; Yann-Aël Le Borgne; Liyun He-Guelton; Frédéric Oblé; Gianluca Bontempi (INNSBDDL, 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)

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 (DSAA, 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 (EDBT/ICDT Workshops, 2020)

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)

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)

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)

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 001; Christelle Caucheteux; Dominique Guidoni-Stoltz; Florence Tressols; Frédéric Alexandre; et al. (CoRR, 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)

Assessment of catastrophic forgetting in continual credit card fraud detection. - Bertrand Lebichot; Wissam Siblini; Gian Marco Paldino; Yann-Aël Le Borgne; Frédéric Oblé; Gianluca Bontempi (Expert Syst. Appl., 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., 2024)