Efficient Top Rank Optimization with Gradient Boosting for Supervised Anomaly Detection. - Jordan Fréry; Amaury Habrard; Marc Sebban; Olivier Caelen; Liyun He-Guelton (ECML/PKDD (1), 2017)

Injecting Semantic Background Knowledge into Neural Networks using Graph Embeddings. - Konstantin Ziegler; Olivier Caelen; Mathieu Garchery; Michael Granitzer; Liyun He-Guelton; Johannes Jurgovsky; Pierre-Edouard Portier; Stefan Zwicklbauer (WETICE, 2017)

Embeddings of Categorical Variables for Sequential Data in Fraud Context. - Yoan Russac; Olivier Caelen; Liyun He-Guelton (AMLTA, 2018)

Online Non-linear Gradient Boosting in Multi-latent Spaces. - Jordan Fréry; Amaury Habrard; Marc Sebban; Olivier Caelen; Liyun He-Guelton (IDA, 2018)

Non-Linear Gradient Boosting for Class-Imbalance Learning. - Jordan Fréry; Amaury Habrard; Marc Sebban; Liyun He-Guelton (LIDTA@ECML/PKDD, 2018)

Sequence classification for credit-card fraud detection. - Johannes Jurgovsky; Michael Granitzer; Konstantin Ziegler; Sylvie Calabretto; Pierre-Edouard Portier; Liyun He-Guelton; Olivier Caelen (Expert Syst. Appl., 2018)

Dataset Shift Quantification for Credit Card Fraud Detection. - Yvan Lucas; Pierre-Edouard Portier; Léa Laporte; Sylvie Calabretto; Liyun He-Guelton; Frédéric Oblé; Michael Granitzer (AIKE, 2019)

Anomaly Detection, Consider Your Dataset First An Illustration on Fraud Detection. - Ayman Alazizi; Amaury Habrard; François Jacquenet; Liyun He-Guelton; Frédéric Oblé; Wissam Siblini (ICTAI, 2019)

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)

Multiple perspectives HMM-based feature engineering for credit card fraud detection. - Yvan Lucas; Pierre-Edouard Portier; Léa Laporte; Sylvie Calabretto; Olivier Caelen; Liyun He-Guelton; Michael Granitzer (SAC, 2019)

Incremental learning strategies for credit cards fraud detection: Extended abstract. - Bertrand Lebichot; Gian Marco Paldino; Gianluca Bontempi; Wissam Siblini; Liyun He-Guelton; Frédéric Oblé (DSAA, 2020)

NAG: Neural feature aggregation framework for credit card fraud detection. - Kanishka Ghosh Dastidar; Johannes Jurgovsky; Wissam Siblini; Liyun He-Guelton; Michael Granitzer (ICDM, 2020)

Dual Sequential Variational Autoencoders for Fraud Detection. - Ayman Alazizi; Amaury Habrard; François Jacquenet; Liyun He-Guelton; Frédéric Oblé (IDA, 2020)

Master Your Metrics with Calibration. - Wissam Siblini; Jordan Fréry; Liyun He-Guelton; Frédéric Oblé; Yi-Qing Wang (IDA, 2020)

Towards automated feature engineering for credit card fraud detection using multi-perspective HMMs. - Yvan Lucas; Pierre-Edouard Portier; Léa Laporte; Liyun He-Guelton; Olivier Caelen; Michael Granitzer; Sylvie Calabretto (Future Gener. Comput. Syst., 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)

Incremental learning strategies for credit cards fraud detection. - Bertrand Lebichot; Gian Marco Paldino; Wissam Siblini; Liyun He-Guelton; Frédéric Oblé; Gianluca Bontempi (Int. J. Data Sci. Anal., 2021)