One-Shot Learning on Attributed Sequences. - Zhongfang Zhuang; Xiangnan Kong; Elke A. Rundensteiner; Aditya Arora; Jihane Zouaoui (IEEE BigData, 2018)

Deep Gaussian Process autoencoders for novelty detection. - Remi Domingues; Pietro Michiardi; Jihane Zouaoui; Maurizio Filippone (Mach. Learn., 2018)

A comparative evaluation of outlier detection algorithms: Experiments and analyses. - Remi Domingues; Maurizio Filippone; Pietro Michiardi; Jihane Zouaoui (Pattern Recognit., 2018)

Attributed Sequence Embedding. - Zhongfang Zhuang; Xiangnan Kong; Elke A. Rundensteiner; Jihane Zouaoui; Aditya Arora (IEEE BigData, 2019)

Understanding User Behaviour through Action Sequences: From the Usual to the Unusual. - Phong H. Nguyen; Cagatay Turkay; Gennady L. Andrienko; Natalia V. Andrienko; Olivier Thonnard; Jihane Zouaoui (IEEE Trans. Vis. Comput. Graph., 2019)

MLAS: Metric Learning on Attributed Sequences. - Zhongfang Zhuang; Xiangnan Kong; Elke A. Rundensteiner; Jihane Zouaoui; Aditya Arora (IEEE BigData, 2020)

Automated Identification of Flaky Builds using Knowledge Graphs. - Florent Moriconi; Raphaël Troncy; Aurélien Francillon; Jihane Zouaoui (EKAW (Companion), 2022)