default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDYann-Aël Le Borgne
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-05 21:22 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
