An effective approach for real-time drowsy driving prediction using quantized fisher-Gabor features and latent-dynamic conditional random fields by Samy Bakheet, Ayoub Al-Hamadi, Abed Alanazi

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Frame-Based Facial Expression Recognition Using Geometrical Features by Anwar Saeed, Ayoub Al-Hamadi, Robert Niese, Moftah Elzobi

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Multi-Head Attention-Based Framework with Residual Network for Human Action Recognition by Basheer Al-Tawil, Magnus Jung, Thorsten Hempel, Ayoub Al-Hamadi

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Mobile Robot Navigation with Enhanced 2D Mapping and Multi-Sensor Fusion by Basheer Al-Tawil, Adem Candemir, Magnus Jung, Ayoub Al-Hamadi

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Robot System Assistant (RoSA): evaluation of touch and speech input modalities for on-site HRI and telerobotics by Dominykas Strazdas, Matthias Busch, Rijin Shaji, Ingo Siegert, Ayoub Al-Hamadi

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Experimental economics for machine learning-a methodological contribution on lie detection. by Dmitri Bershadskyy, Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi, Nina Ostermaier, Joachim Weimann

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Eye contact based engagement prediction for efficient human–robot interaction by Magnus Jung, Ahmed Abdelrahman, Thorsten Hempel, Basheer Al-Tawil, Qiaoyue Yang, Sven Wachsmuth, Ayoub Al-Hamadi

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