Dimitrios Michail
Scholar

Dimitrios Michail

Google Scholar ID: DD0NjLEAAAAJ
Professor, Dept. of Informatics & Telematics, Harokopio University of Athens
Graph AlgorithmsGraph MiningAlgorithm EngineeringMachine LearningEarth Observation
Citations & Impact
All-time
Citations
1,002
 
H-index
17
 
i10-index
26
 
Publications
20
 
Co-authors
67
list available
Resume (English only)
Background
  • Currently a Professor at the Department of Informatics & Telematics, Harokopio University of Athens.
  • Research interests include algorithms, machine learning, and artificial intelligence.
  • Academic roots lie in theoretical computer science, with a focus on graph algorithms and matching theory.
  • Early work centered on efficient algorithms for two-sided matching markets and cycle bases in graphs, combining theoretical insights with practical implementations.
  • Research has evolved toward machine learning, especially graph-based representation learning methods like Graph Neural Networks (GNNs) for structured prediction.
  • Also applies image-based and multimodal representation learning to remote sensing and Earth observation.
  • Maintains a strong interest in the theoretical foundations of AI.