Wissam Siblini

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Venues

École Polytechnique, Palaiseau, France (PHD)

Education History

École Polytechnique, Palaiseau, France

PHD

Publications

Mathieu Ciancone, Imene Kerboua, Marion Schaeffer, Wissam Siblini
Extending the Massive Text Embedding Benchmark to French. CoRR (2024)
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) (2024)
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 (2024)
Tarek Benkhelif, Wissam Siblini
Résolution d'entités pour améliorer la qualité des données transactionnelles dans un système de santé. EGC (2023)
Van Bach Nguyen, Kanishka Ghosh Dastidar, Michael Granitzer, Wissam Siblini
The Importance of Future Information in Credit Card Fraud Detection. CoRR (2022)
Kanishka Ghosh Dastidar, Wissam Siblini, Michael Granitzer
Expressive and Intuitive Models for Automated Context Representation Learning in Credit-Card Fraud Detection. LOD (2) (2022)
Wissam Siblini, Mohamed Challal, Charlotte Pasqual
Efficient Open Domain Question Answering With Delayed Attention in Transformer-Based Models. Int. J. Data Warehous. Min. 18 (2) (2022)
Kanishka Ghosh Dastidar, Johannes Jurgovsky, Wissam Siblini, Michael Granitzer
NAG: neural feature aggregation framework for credit card fraud detection. Knowl. Inf. Syst. 64 (3) (2022)
Van Bach Nguyen, Kanishka Ghosh Dastidar, Michael Granitzer, Wissam Siblini
The Importance of Future Information in Credit Card Fraud Detection. AISTATS (2022)
Wissam Siblini, Baris Sayil, Yacine Kessaci
Towards a more Robust Evaluation for Conversational Question Answering. ACL/IJCNLP (2) (2021)
Wissam Siblini, Mohamed Challal, Charlotte Pasqual
Interaction retardée dans l'encodeur du Transformer pour répondre efficacement aux questions dans un domaine ouvert. EGC (2021)
Wissam Siblini, Pascale Kuntz, Frank Meyer
A Review on Dimensionality Reduction for Multi-Label Classification. IEEE Trans. Knowl. Data Eng. 33 (3) (2021)
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 (2021)
Bertrand Lebichot, Gian Marco Paldino, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi
Incremental learning strategies for credit cards fraud detection. Int. J. Data Sci. Anal. 12 (2) (2021)
Kanishka Ghosh Dastidar, Johannes Jurgovsky, Wissam Siblini, Liyun He-Guelton, Michael Granitzer
NAG: Neural feature aggregation framework for credit card fraud detection. ICDM (2020)
Bertrand Lebichot, Gian Marco Paldino, Gianluca Bontempi, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé
Incremental learning strategies for credit cards fraud detection: Extended abstract. DSAA (2020)
Wissam Siblini, Charlotte Pasqual, Axel Lavielle, Cyril Cauchois
Système de question-réponse multilingue appliqué aux agents conversationnels. EGC (2020)
Wissam Siblini, Mohamed Challal, Charlotte Pasqual
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering. CoRR (2020)
Wissam Siblini, Jordan Fréry, Liyun He-Guelton, Frédéric Oblé, Yi-Qing Wang
Master Your Metrics with Calibration. IDA (2020)
Wissam Siblini, Frank Meyer, Pascale Kuntz
CRAFTML, une forêt aléatoire efficace pour l'apprentissage multi-label extrême. EGC (2019)
Ayman Alazizi, Amaury Habrard, François Jacquenet, Liyun He-Guelton, Frédéric Oblé, Wissam Siblini
Anomaly Detection, Consider Your Dataset First An Illustration on Fraud Detection. ICTAI (2019)
Wissam Siblini, Jordan Fréry, Liyun He-Guelton, Frédéric Oblé, Yi-Qing Wang
Master your Metrics with Calibration. CoRR (2019)
Wissam Siblini, Charlotte Pasqual, Axel Lavielle, Cyril Cauchois
Multilingual Question Answering from Formatted Text applied to Conversational Agents. CoRR (2019)
Wissam Siblini, Frank Meyer, Pascale Kuntz
A Count-sketch to Reduce Memory Consumption when Training a Model with Gradient Descent. IJCNN (2019)
Wissam Siblini, Frank Meyer, Pascale Kuntz
VIPE: A new interactive classification framework for large sets of short texts - application to opinion mining. CoRR (2018)
Wissam Siblini, Frank Meyer, Pascale Kuntz
CRAFTML, an Efficient Clustering-based Random Forest for Extreme Multi-label Learning. ICML (2018)
Frank Meyer, Sylvie Tricot, Pascale Kuntz, Wissam Siblini
VIPE : un outil interactif de classification multilabel de messages courts. EGC (2017)
Wissam Siblini, Réda Alami, Frank Meyer, Pascale Kuntz
Supervised Feature Space Reduction for Multi-Label Nearest Neighbors. IEA/AIE (1) (2017)

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Publication Activity (10 Years)

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Wissam Siblini