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Personal profile

Research interests

Currently, I am an Associate Professor at the Department of Data Science and Knowledge Engineering, at the University of Maastricht, the Netherlands.

I am coordinating the area of Affective and Visual Computing in my department and I am a member of the RAI group. My research interests include Visual Computing, Machine Intelligence, human emotion recognition and human activity recognition with applications in ambient-assisted living environments and smart learning contexts.

Keywords

  • QA75 Electronic computers. Computer science
  • Computer Vision
  • Affective Computing
  • Machine Learning
  • Human-Machine Interaction

Research Output

A hierarchical autoencoder learning model for path prediction and abnormality detection

Dotti, D., Popa, M. & Asteriadis, S., Feb 2020, In : Pattern Recognition Letters. 130, p. 216-224 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Audio–visual domain adaptation using conditional semi-supervised Generative Adversarial Networks

Athanasiadis, C., Hortal, E. & Asteriadis, S., 15 Jul 2020, In : Neurocomputing. 397, p. 331-344 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

e3Learning: A Dataset for Affect-Driven Adaptation of Computer-Based Learning

Athanasiadis, C., Amestoy, M., Hortal, E. & Asteriadis, S., 2020, In : Ieee Multimedia. 27, 1, p. 49-60 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Metric Learning-Based Multimodal Audio-Visual Emotion Recognition

Ghaleb, E., Popa, M. & Asteriadis, S., 2020, In : Ieee Multimedia. 27, 1, p. 37-48 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Towards Approximating Personality Cues Through Simple Daily Activities

Gibellini, F., Higler, S., Lucas, J., Luli, M., Stallmann, M., Dotti, D. & Asteriadis, S., 2020, Advanced Concepts for Intelligent Vision Systems. ACIVS 2020: Proceedings International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS 2020). Springer, Cham, p. 192-204 (Lecture Notes in Computer Science, Vol. 12002).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access