Learning Contextualized Music Semantics from Tags via a Siamese Network. - Ubai Sandouk; Ke Chen 001 (CoRR, 2015)

Exploring a Mixed Representation for Encoding Temporal Coherence. - Jon Parkinson; Ubai Sandouk; Ke Chen 001 (ECML/PKDD (2), 2016)

Multi-Label Zero-Shot Learning via Concept Embedding. - Ubai Sandouk; Ke Chen 001 (CoRR, 2016)

Learning contextualized semantics from co-occurring terms via a Siamese architecture. - Ubai Sandouk; Ke Chen 001 (Neural Networks, 2016)

Learning Contextualized Music Semantics from Tags Via a Siamese Neural Network. - Ubai Sandouk; Ke Chen 001 (ACM Trans. Intell. Syst. Technol., 2017)

Concept representation learning for multimedia information retrieval. - Ubai Sandouk (2017)

Anomalous State Sequence Modeling to Enhance Safety in Reinforcement Learning. - Leen Kweider; Maissa Abou Kassem; Ubai Sandouk (IEEE Access, 2024)