RESEARCH AREAS

Algorithmic Aspects of Wireless Sensor Networks and the Internet of Things (IoT)

  • Sensor data propagation algorithms
  • Energy management and optimization
  • Mobility managements

Artificial Intelligence of Things

  • Machine Learning Modeling for Data Mining of Time Series IoT Data
  • Human Activity & Gesture Recognition
  • Pattern Recognition on IoT Data
  • Audio Analysis
  • Edge Intelligence and Tiny ML
  • Mobile Crowdsensing/Crowdsourcing
  • Signal Processing

Healthcare 5.0

  • Disease Identification from Audio and Voice Analysis
  • Disease Identification from Biomarkers utilizing IoT data related to Vital Signs
  • AI Modeling Deployment on Edge Devices (smartphones, smartwatches, etc.)
  • Crowdsensing/Crowdsourcing for Disease Exacerbation Spatiotemporal Monitoring, in real-time
  • Environmental IoT Data Analysis
  • Social Media Analytics for Disease Onsets Spatiotemporal Monitoring, in real-time

Inteligent IoT Systems in Manufacturing Industries

  • IIoT Controllers in production lines
  • ML-based soft sensing for quality assurance
  • Predictive Maintenance for production equipment
  • Deep learning for Structural Health Monitoring (SHM)

Wireless Energy Transfer Protocols and Electromagnetic Radiation Control

  • Vectorial models for wireless power
  • Mobile/peer to peer charging
  • Radiation control algorithms

Probabilistic Algorithms and Random Graphs

  • Combinatorial properties of random graphs
  • Probabilistic algorithms
  • Random intersection graphs

Psychoanalysis Driven Computing and its Applications to Social Networks and Intelligent Systems

  • Computational identification of Lacanian Discourses in interactive digital media
  • Selected applications (fake news detection etc.)
  • Early detection of medical conditions
  • Neuro/psychoacoustics

Crowdsourcing, Crowdsensing and Mobile Sensing

  • Mobile crowdsensing
  • IoT crowdsourcing
  • Incentivization mechanisms

Privacy and Trust

  • Crowdsourced privacy and security
  • Economic aspects of cybersecurity