20052020

Research output per year

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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

Exploiting sensing devices availability in AR/VR deployments to foster engagement

Vretos, N., Daras, P., Asteriadis, S., Hortal, E., Ghaleb, E., Spyrou, E., Leligou, H. C., Karkazis, P., Trakadas, P. & Assimakopoulos, K., Dec 2019, In : Virtual Reality. 23, 4, p. 399-410 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Multimodal and Temporal Perception of Audio-visual Cues for Emotion Recognition

Ghaleb, E., Popa, M. & Asteriadis, S., 2019, 8th International Conference on Affective Computing & Intelligent Interaction (ACII 2019), Cambridge, United Kingdom.

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

Technologies Facilitating Smart Pedagogy

Karkazis, P., Leligou, H. C., Trakadas, P., Vretos, N., Asteriadis, S., Daras, P. & Standen, P., 2019, Didactics of Smart Pedagogy. Springer, p. 433-451 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Adaptive Learning Based on Affect Sensing

Tsatsou, D., Pomazanskyi, A., Hortal, E., Spyrou, E., Leligou, H. C., Asteriadis, S., Vretos, N. & Daras, P., 2018, International Conference on Artificial Intelligence in Education. p. 475-479 5 p.

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