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Yannis Theodoridis

Yannis Theodoridis

Award Badge
Computer Science
Greece
2026

D-Index & Metrics

Computer Science

D-Index
61
Citations
17221
World Ranking
3030
National Ranking
10

Research.com Recognitions

  • 2026 - Research.com Computer Science in Greece Leader Award
  • 2025 - Research.com Computer Science in Greece Leader Award
  • 2022 - Research.com Computer Science in Greece Leader Award
  • 2018 - ACM Senior Member

Overview

Yannis Theodoridis is affiliated with the University of Piraeus in Greece. Their research spans multiple disciplines, primarily focusing on engineering, social sciences, and computer science. Theodoridis has contributed extensively to subfields such as transportation, ocean engineering, signal processing, building and construction, and environmental engineering.

Their work centers on topics including maritime navigation and safety, human mobility and location-based analysis, data management and algorithms, traffic prediction and management techniques, maritime transport emissions and efficiency, maritime ports and logistics, and data-driven disease surveillance.

Among their recent publications are:

  • An Efficient LSTM Neural Network-Based Framework for Vessel Location Forecasting (2023), IEEE Transactions on Intelligent Transportation Systems
  • Distributed Subtrajectory Join on Massive Datasets (2020), ACM Transactions on Spatial Algorithms and Systems
  • Particle Swarm Optimization and RBF Neural Networks for Public Transport Arrival Time Prediction Using GTFS Data (2022), International Journal of Information Management Data Insights
  • The Piraeus AIS Dataset for Large-Scale Maritime Data Analytics (2022), Data in Brief
  • Citywide Traffic Analysis Based on the Combination of Visual and Analytic Approaches (2020), Journal of Geovisualization and Spatial Analysis

Theodoridis frequently publishes in venues such as Zenodo (CERN European Organization for Nuclear Research), arXiv (Cornell University), the IEEE International Conference on Mobile Data Management, Data in Brief, and ACM Transactions on Spatial Algorithms and Systems.

Their collaborative network includes recurring partnerships with several researchers, notably Andreas Tritsarolis, Nikos Pelekis, Eva Chondrodima, Yannis Kontoulis, and Harris Georgiou. These coauthors have appeared together in multiple publications over time, indicating an active research collaboration.

Yannis Theodoridis received recognition as an ACM Senior Member in 2018.

Best Publications

  • State-of-the-art in privacy preserving data mining

    Vassilios S. Verykios;Elisa Bertino;Igor Nai Fovino;Loredana Parasiliti Provenza

  • Novel Approaches to the Indexing of Moving Object Trajectories

    Dieter Pfoser;Christian S. Jensen;Yannis Theodoridis

  • Novel Approaches in Query Processing for Moving Object Trajectories

    Dieter Pfoser;Christian S. Jensen;Yannis Theodoridis

  • Semantic trajectories modeling and analysis

    Christine Parent;Stefano Spaccapietra;Chiara Renso;Gennady Andrienko

  • R-Trees: Theory and Applications

    Yannis Manolopoulos;Alexandros Nanopoulos;Apostolos N. Papadopoulos;Yannis Theodoridis

  • Spatio-temporal indexing for large multimedia applications

    Y. Theoderidis;M. Vazirgiannis;T. Sellis

  • On the Generation of Spatiotemporal Datasets

    Yannis Theodoridis;Jefferson R. O. Silva;Mario A. Nascimento

  • Topological relations in the world of minimum bounding rectangles: a study with R-trees

    Dimitris Papadias;Timos Sellis;Yannis Theodoridis;Max J. Egenhofer

  • Closest pair queries in spatial databases

    Antonio Corral;Yannis Manolopoulos;Yannis Theodoridis;Michael Vassilakopoulos

  • Literature review of spatio-temporal database models

    Nikos Pelekis;Babis Theodoulidis;Ioannis Kopanakis;Yannis Theodoridis

  • A model for the prediction of R-tree performance

    Yannis Theodoridis;Timos Sellis

  • MONIC: modeling and monitoring cluster transitions

    Myra Spiliopoulou;Irene Ntoutsi;Yannis Theodoridis;Rene Schult

  • Spatial relations, minimum bounding rectangles, and spatial data structures

    Dimitris Papadias;Yannis Theodoridis

  • Index-based Most Similar Trajectory Search

    E. Frentzos;K. Gratsias;Y. Theodoridis

  • C2P: Clustering based on Closest Pairs

    Alexandros Nanopoulos;Yannis Theodoridis;Yannis Manolopoulos

  • Specifications for efficient indexing in spatiotemporal databases

    Y. Theodoridis;T. Sellis;A.N. Papadopoulos;Y. Manolopoulos

  • Algorithms for processing K -closest-pair queries in spatial databases

    A. Corral;Y. Manolopoulos;Y. Theodoridis;M. Vassilakopoulos

  • Efficient cost models for spatial queries using R-trees

    Y. Theodoridis;E. Stefanakis;T. Sellis

  • Nearest neighbor search on moving object trajectories

    Elias Frentzos;Kostas Gratsias;Nikos Pelekis;Yannis Theodoridis

  • R-Trees: A Dynamic Index Structure for Spatial Searching

    Unknown

  • R-trees: a Dynamic Index Structure for Spatial Searching

    Marios Hadjieleftheriou;Yannis Manolopoulos;Yannis Theodoridis;Vassilis J. Tsotras

  • Advances in Spatial and Temporal Databases

    Thanasis Hadzilacos;Yannis Manolopoulos;John Roddick;Yannis Theodoridis

Frequent Co-Authors

Nikos Pelekis
Nikos Pelekis University of Piraeus
Yannis Manolopoulos
Yannis Manolopoulos University of York Europe Campus
Vassilis J. Tsotras
Vassilis J. Tsotras University of California, Riverside
Timos Sellis
Timos Sellis Athena Research Center
Alexandros Nanopoulos
Alexandros Nanopoulos University of Hildesheim
Gennady Andrienko
Gennady Andrienko Fraunhofer Institute for Intelligent Analysis and Information Systems
Dimitris Papadias
Dimitris Papadias Hong Kong University of Science and Technology
Natalia Andrienko
Natalia Andrienko Fraunhofer Institute for Intelligent Analysis and Information Systems
Dieter Pfoser
Dieter Pfoser George Mason University
Alexander Artikis
Alexander Artikis University of Piraeus

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