Julien Lesouple

Generalized isolation forest for anomaly detection

Julien Lesouple, Cédric Baudoin, Marc Spigai et al. · Pattern Recognition Letters · 2021 · 165 citations · Full text

Isolation Forest, Anomaly Detection, Machine Learning +8

Multipath Mitigation for GNSS Positioning in an Urban Environment Using Sparse Estimation

Julien Lesouple, Thierry Robert, M. Sahmoudi et al. · IEEE Transactions on Intelligent Transportation Systems · 2018 · 74 citations · Full text

Location Tracking, Engineering, Location Estimation +17

How to introduce expert feedback in one-class support vector machines for anomaly detection?

Julien Lesouple, Cédric Baudoin, Marc Spigai et al. · Signal Processing · 2021 · 24 citations · Full text

Artificial Intelligence, Support Vector Machine, Anomaly Detection +12

Hypersphere Fitting From Noisy Data Using an EM Algorithm

Julien Lesouple, Barbara Pilastre, Yoann Altmann et al. · IEEE Signal Processing Letters · 2021 · 16 citations · Full text

Em Algorithm, Density Estimation, Engineering +15

Assessing jamming and spoofing impacts on GNSS receivers: Automatic gain control (AGC)

Emile Ghizzo, El-Mehdi Djelloul, Julien Lesouple et al. · Signal Processing · 2024 · 11 citations · Full text