PROJECTS

Solution provider for the AI4EU Η2020 project call for Knowledge Extraction for the Web of Things challenge

Objective: Develop an explainable transformer-based ontology matching application through “tag clouds” to emphasize the interoperability needs for the Web of Things and enable semantic search for ontological terms.

Solution provider for the BonsApps Η2020 project call for Health – Heart Rate Detection challenge

Objective: Use of deep convolutional neural network models to process PPG and 3-axial accelerometer signals and fuse them later exploiting multi-head attention for heart rate estimation and activity recognition.

Objective: The Social and hUman ceNtered XR (SUN) project aims at investigating and developing extended reality (XR) solutions that integrate the physical and the virtual world in a convincing way, from a human and social perspective. The virtual world will be a means to augment the physical world with new opportunities for social and human interaction.

Solution provider for the StairwAI Η2020 project

Objective: Develop a lightweight machine learning model for eagle behaviour recognition to be deployed on very low power edge devices.

Objective: HELLE's objective is to develop the digital twins of human beings by using wearable-based signals. More specifically, wristworn devices equipped with sensors (e.g., PPG, IMU, EDA, GPS) will track their position, the physical and the emotional state of an individual.