Scholar
Yannis Theodoridis
Google Scholar ID: 1f5twhoAAAAJ
Professor of Data Science, University of Piraeus, Greece
Data Science
Machine Learning
Spatial Databases
Mobility Data Science
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
3,413
H-index
30
i10-index
79
Publications
20
Co-authors
110
list available
Contact
CV
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Publications
6 items
Bikelution: Federated Gradient-Boosting for Scalable Shared Micro-Mobility Demand Forecasting
2026
Cited
0
On Electric Vehicle Energy Demand Forecasting and the Effect of Federated Learning
2026
Cited
0
Towards Data-driven Nitrogen Estimation in Wheat Fields using Multispectral Images
2026
Cited
0
MoDE-Boost: Boosting Shared Mobility Demand with Edge-Ready Prediction Models
2026
Cited
0
Electric Vehicle Charging Load Forecasting: An Experimental Comparison of Machine Learning Methods
2025
Cited
0
FLP-XR: Future Location Prediction on Extreme Scale Maritime Data in Real-time
2025
Cited
0
Resume
Academic Achievements
Co-authored three monographs
Published over 100 peer-reviewed journal and conference papers with more than 13,000 citations on Google Scholar
Member of the editorial board of ACM Computing Surveys (2016–2019)
Board member (2016–2021) and life-long member (since 2010) of the SSTD Endowment
General co-chair for SSTD'03 and ECML/PKDD'11
Co-organizer of PaRMa@EDBT (2004–2006) and BMDA@EDBT (2018–2021) workshop series
PC vice-chair for IEEE ICDM'08
PC member for numerous top-tier conferences including SIGMOD, PODS, ICDE, KDD, and ICDM
Vice-chair of the Computer Science sectorial scientific council of the National Council for Research, Technology and Innovation (since 2020)
Co-authors
8 total
Nikos Pelekis
Associate Professor, Dept. of Statistics & Insurance Science, University of Piraeus, Greece
Yannis Manolopoulos
Professor, Dean, Open University of Cyprus
Eirini Ntoutsi
Professor of Open Source Intelligence at the Bundeswehr University Munich, RI CODE, L3S
Gennady Andrienko
lead scientist @ Fraunhofer IAIS & Lamarr Institute & professor @ City University London
Dieter Pfoser
George Mason University
Dimitris Papadias
Professor of Computer Science, HKUST
Natalia Andrienko
Fraunhofer IAIS (lead scientist) & Lamarr Institute & City University London (professor)
Chiara Renso
Senior researcher at ISTI - CNR