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Léa Laporte
Léa Laporte
Data Scientist @CDiscount
Verified email at cdiscount.com
Title
Cited by
Cited by
Year
Towards automated feature engineering for credit card fraud detection using multi-perspective HMMs
Y Lucas, PE Portier, L Laporte, L He-Guelton, O Caelen, M Granitzer, ...
Future Generation Computer Systems 102, 393-402, 2020
1222020
Nonconvex regularizations for feature selection in ranking with sparse svm
L Laporte, R Flamary, S Canu, S Déjean, J Mothe
IEEE Transactions on Neural Networks and Learning Systems 25 (6), 1118-1130, 2014
1082014
Multiple perspectives HMM-based feature engineering for credit card fraud detection
Y Lucas, PE Portier, L Laporte, S Calabretto, O Caelen, L He-Guelton, ...
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 1359-1361, 2019
392019
Enhancing Recommendation Diversity using Determinantal Point Processes on Knowledge Graphs
L Gan, D Nurbakova, L Laporte, S Calabretto
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
382020
Dataset shift quantification for credit card fraud detection
Y Lucas, PE Portier, L Laporte, S Calabretto, L He-Guelton, F Oblé, ...
2019 IEEE Second International Conference on Artificial Intelligence and …, 2019
322019
Query performance prediction focused on summarized letor features
AG Chifu, L Laporte, J Mothe, MZ Ullah
The 41st International ACM SIGIR Conference on Research & Development in …, 2018
252018
Stacked gender prediction from tweet texts and images notebook for pan at CLEF 2018
G Ciccone, A Sultan, L Laporte, E Egyed-Zsigmond, A Alhamzeh, ...
CLEF 2018-Conference and Labs of the Evaluation, 11p, 2018
162018
INSA LYON and UNI PASSAU's Participation at PAN@ CLEF'17: Author Profiling task.
G Kheng, L Laporte, M Granitzer
CLEF (Working notes), 2017
14*2017
Predicting Query Difficulty in IR: Impact of Difficulty Definition
J Mothe, L Laporte, AG Chifu
2019 11th International Conference on Knowledge and Systems Engineering (KSE …, 2019
102019
Recommendation of Short-Term Activity Sequences During Distributed Events
D Nurbakova, L Laporte, S Calabretto, J Gensel
International Conference on Computational Science (ICCS 2017) 108, 2069-2078, 2017
102017
Users psychological profiles for leisure activity recommendation: user study
D Nurbakova, L Laporte, S Calabretto, J Gensel
Proceedings of the International Workshop on Recommender Systems for …, 2017
9*2017
TournaRank: When retrieval becomes document competition
G Hubert, Y Pitarch, K Pinel-Sauvagnat, R Tournier, L Laporte
Information Processing & Management 54 (2), 252-272, 2018
32018
Itinerary Recommendation for Cruises: User Study
D Nurbakova, L Laporte, S Calabretto, J Gensel
RecTour 2017: 2nd Workshop on Recommenders in Tourism 1906 (urn: nbn: de …, 2017
32017
ANASTASIA: recommandation de séquences d'activités spatio-temporelles
D Nurbakova, L Laporte, S Calabretto, J Gensel
Rencontres Jeunes Chercheurs en Recherche d'Information (RJCRI CORIA-CIFED), 10, 2016
32016
La sélection de variables en apprentissage d'ordonnancement pour la recherche d'information: vers une approche contextuelle
L Laporte
Université de Toulouse, Université Toulouse III-Paul Sabatier, 2013
32013
EMDKG: Improving Accuracy-Diversity Trade-Off in Recommendation with EM-based Model and Knowledge Graph Embedding
L Gan, D Nurbakova, L Laporte, S Calabretto
IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent …, 2021
22021
Évaluation de la pertinence dans les moteurs de recherche géoréférencés.
L Laporte, L Candillier, S Déjean, J Mothe
INFORSID, 281-298, 2012
22012
Recommandation de séquences d'activités lors d'évènements distribués
D Nurbakova, L Laporte, S Calabretto, J Gen-Sel
Conférence en Recherche d'Informations et Applications (CORIA) 2018, 15th …, 2018
12018
Identification de compatibilités entre tags descripteurs de lieux et apprentissage automatique
E Delpech, L Candillier, L Laporte, S Phan
EGC'13, 311--316, 2013
12013
Recommandation diversifiée via des processus ponctuels déterminantaux sur des graphes de connaissances
L Gan, D Nurbakova, L Laporte, S Calabretto
Extraction et Gestion des Connaissances: Actes EGC'2021, 2021
2021
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