Car-Traffic Forecasting: A Representation Learning Approach. - Ali Ziat; Gabriella Contardo; Nicolas Baskiotis; Ludovic Denoyer (MUD@ICML, 2015)

Learning Embeddings for Completion and Prediction of Relationnal Multivariate Time-Series. - Ali Ziat; Gabriella Contardo; Nicolas Baskiotis; Ludovic Denoyer (ESANN, 2016)

Joint prediction of road-traffic and parking occupancy over a city with representation learning. - Ali Ziat; Bertrand Leroy; Nicolas Baskiotis; Ludovic Denoyer (ITSC, 2016)

Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery. - Ali Ziat; Edouard Delasalles; Ludovic Denoyer; Patrick Gallinari (ICDM, 2017)

Spatio-temporal neural networks for space-time data modeling and relation discovery. - Edouard Delasalles; Ali Ziat; Ludovic Denoyer; Patrick Gallinari (Knowl. Inf. Syst., 2019)