Research output per year
Research output per year
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
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Unsupervised Interpretable Basis Extraction for Concept – Based Visual Explanations
Doumanoglou, A., Asteriadis, S. & Zarpalas, D., 1 Apr 2024, In: IEEE Transactions on Artificial Intelligence. 5, 4, p. 1496-1510Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation
Pai, S., Hadzic, I., Rao, C., Zhovannik, I., Dekker, A., Traverso, A., Asteriadis, S. & Hortal, E., Jan 2023, In: Sensors. 23, 3, 20 p., 1089.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Joint modelling of audio-visual cues using attention mechanisms for emotion recognition
Ghaleb, E., Niehues, J. & Asteriadis, S., Mar 2023, In: Multimedia Tools and Applications. 82, 8, p. 11239-11264 26 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition
Brinzea, R., Khaertdinov, B. & Asteriadis, S., 2022, 2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN). IEEE, 8 p. (IEEE International Joint Conference on Neural Networks Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open Access -
Dynamic Temperature Scaling in Contrastive Self-Supervised Learning for Sensor-Based Human Activity Recognition
Khaertdinov, B., Asteriadis, S. & Ghaleb, E., 1 Oct 2022, In: IEEE Transactions on Biometrics, Behavior, and Identity Science. 4, 4, p. 498-507 10 p.Research output: Contribution to journal › Article › Academic › peer-review
Activities
- 1 Organizing or contributing to an event
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ASSIST: 1st International Workshop on AI and Sensor-Supported Integrated care Solutions
Stelios Asteriadis (Organiser)
29 Jun 2021Activity: Organizing, contributing or attending an event › Organizing or contributing to an event › Academic