Jihane Zouaoui

A comparative evaluation of outlier detection algorithms: Experiments and analyses

Rémi Domingues, Maurizio Filippone, Pietro Michiardi et al. · Pattern Recognition · 2017 · 441 citations

Anomaly Detection, Engineering, Data Mining +9

Understanding User Behaviour through Action Sequences: From the Usual to the Unusual

Phong H. Nguyen, Çağatay Turkay, Gennady Andrienko et al. · IEEE Transactions on Visualization and Computer Graphics · 2018 · 45 citations

Engineering, Information Security, Pattern Discovery +28

Deep Gaussian Process autoencoders for novelty detection

Rémi Domingues, Pietro Michiardi, Jihane Zouaoui et al. · Machine Learning · 2018 · 16 citations · Full text

Engineering, Anomaly Detection, Machine Learning +4

Attributed Sequence Embedding

Zhongfang Zhuang, Xiangnan Kong, Rundensteiner Elke et al. · 2019 · 13 citations · Full text

Structured Prediction, Engineering, Machine Learning +19