Yannis Theodoridis
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
63
Venues
21
Active years
1994–2026
Best venue rank
A*
Where they publish
Papers
63 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EDBT | Short-Term Traffic Congestion Prediction Using Machine Learning: XGBoost vs. Deep Neural Networks. | George S. Theodoropoulos, Zoi Nikolarakis, Yannis Theodoridis |
| 2026 | MDM | A Collision-Risk-Aware Skyline Routing Framework for Maritime Navigation. | Patrik Thomas Michalski, Niko Preu, Matthias Renz, Andreas Tritsarolis, Nikos Pelekis, Yannis Theodoridis |
| 2025 | DATE | Multi-Partner Project: Green.Dat.AI: A Data Spaces Architecture for Enhancing Green AI Services. | Ioannis Chrysakis, Evangelos Agorogiannis, Nikoleta Tsampanaki, Michalis Vourtzoumis, Eva Chondrodima, Yannis Theodoridis, Domen Mongus, Ben Capper, Martin Wagner, Aris Sotiropoulos, Fbio Andr Coelho, Cludia Vanessa Brito, Panos Protopapas, Despina Brasinika, Ioanna Fergadiotou, Christos Doulkeridis |
| 2025 | EDBT | Shared Micro-mobility Demand Forecasting using Gradient Boosting methods. | Antonios Tziorvas, George S. Theodoropoulos, Yannis Theodoridis |
| 2024 | EDBT | A Scalable System for Maritime Route and Event Forecasting. | Georgios Grigoropoulos, Giannis Spiliopoulos, Ilias Chamatidis, Manolis Kaliorakis, Alexandros Troupiotis-Kapeliaris, Marios Vodas, Evangelia Filippou, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis, Dimitris Zissis, Konstantina Bereta |
| 2024 | EDBT | GMSA: A Digital Twin Application for Maritime Route and Event Forecasting. | Georgios Grigoropoulos, Giannis Spiliopoulos, Ilias Chamatidis, Manolis Kaliorakis, Alexandros Troupiotis-Kapeliaris, Marios Vodas, Evangelia Filippou, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis, Dimitris Zissis, Konstantina Bereta |
| 2024 | EDBT | Path-based Traffic Flow Prediction. | Efstratios Karkanis, Nikos Pelekis, Eva Chondrodima, Yannis Theodoridis |
| 2024 | MDM | On Vessel Location Forecasting and the Effect of Federated Learning. | Andreas Tritsarolis, Nikos Pelekis, Konstantina Bereta, Dimitris Zissis, Yannis Theodoridis |
| 2023 | EDBT | Towards a Unified Vessel Traffic Flow Forecasting Framework. | Petros Mandalis, Eva Chondrodima, Yannis Kontoulis, Nikos Pelekis, Yannis Theodoridis |
| 2022 | MDM | Machine Learning Models for Vessel Route Forecasting: An Experimental Comparison. | Eva Chondrodima, Petros Mandalis, Nikos Pelekis, Yannis Theodoridis |
| 2022 | MDM | Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental Comparison. | Petros Mandalis, Eva Chondrodima, Yannis Kontoulis, Nikos Pelekis, Yannis Theodoridis |
| 2022 | MDM | Vessel Collision Risk Assessment using AIS Data: A Machine Learning Approach. | Andreas Tritsarolis, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis |
| 2022 | SSDBM | Social Spatio-temporal Keyword Pattern (S²KP) Queries in Multiple Aspect Trajectories Databases. | Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Iraklis Varlamis, Yannis Theodoridis |
| 2021 | MDM | ST_VISIONS: A Python Library for Interactive Visualization of Spatio-temporal Data. | Andreas Tritsarolis, Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis |
| 2020 | MDM | Sea Area Monitoring and Analysis of Fishing Vessels Activity: The i4sea Big Data Platform. | Panagiotis Tampakis, Eva Chondrodima, Aggelos Pikrakis, Yannis Theodoridis, Kostis Pristouris, Harry Nakos, Eleni Petra, Theodore Dalamagas, Andreas Kandiros, Georgios Markakis, Irida Maina, Stefanos Kavadas |
| 2018 | EDBT | Spatio-Temporal-Keyword Pattern Queries over Semantic Trajectories with Hermes@Neo4j. | Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Stylianos Sideridis, Yannis Theodoridis |
| 2018 | EDBT | Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges. | George A. Vouros, Akrivi Vlachou, Georgios M. Santipantakis, Christos Doulkeridis, Nikos Pelekis, Harris V. Georgiou, Yannis Theodoridis, Kostas Patroumpas, Elias Alevizos, Alexander Artikis, Christophe Claramunt, Cyril Ray, David Scarlatti, Georg Fuchs, Gennady L. Andrienko, Natalia V. Andrienko, Michael Mock, Elena Camossi, Anne-Laure Jousselme, Jose Manuel Cordero Garcia |
| 2018 | ICDE | Time-Aware Sub-Trajectory Clustering in Hermes@PostgreSQL. | Panagiotis Tampakis, Nikos Pelekis, Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Yannis Theodoridis |
| 2018 | W2GIS | Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events. | George A. Vouros, Akrivi Vlachou, Georgios M. Santipantakis, Christos Doulkeridis, Nikos Pelekis, Harris V. Georgiou, Yannis Theodoridis, Kostas Patroumpas, Elias Alevizos, Alexander Artikis, Georg Fuchs, Michael Mock, Gennady L. Andrienko, Natalia V. Andrienko, Christophe Claramunt, Cyril Ray, Elena Camossi, Anne-Laure Jousselme |
| 2017 | EDBT | Maritime data integration and analysis: recent progress and research challenges. | Christophe Claramunt, Cyril Ray, Elena Camossi, Anne-Laure Jousselme, Melita Hadzagic, Gennady L. Andrienko, Natalia V. Andrienko, Yannis Theodoridis, George A. Vouros, Loc Salmon |
| 2017 | EDBT | Big Data Management and Analytics for Mobility Forecasting in datAcron. | Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis, George A. Vouros |
| 2017 | EDBT | In-DBMS Sampling-based Sub-trajectory Clustering. | Nikos Pelekis, Panagiotis Tampakis, Marios Vodas, Costas Panagiotakis, Yannis Theodoridis |
| 2017 | IDA | Searching for Spatio-Temporal-Keyword Patterns in Semantic Trajectories. | Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Stylianos Sideridis, Yannis Theodoridis |
| 2016 | EDBT | Who Cares about Others' Privacy: Personalized Anonymization of Moving Object Trajectories. | Despina Kopanaki, Vasilis Theodossopoulos, Nikos Pelekis, Ioannis Kopanakis, Yannis Theodoridis |
| 2016 | ICDE | Privacy-preserving indoor localization on smartphones. | Andreas Konstantinidis, Georgios Chatzimilioudis, Demetrios Zeinalipour-Yazti, Paschalis Mpeis, Nikos Pelekis, Yannis Theodoridis |
| 2015 | DSAA | Hermessem: A semantic-aware framework for the management and analysis of our LifeSteps. | Nikos Pelekis, Stylianos Sideridis, Yannis Theodoridis |
| 2015 | EDBT | Event Recognition for Maritime Surveillance. | Kostas Patroumpas, Alexander Artikis, Nikos Katzouris, Marios Vodas, Yannis Theodoridis, Nikos Pelekis |
| 2013 | ER | Baquara: A Holistic Ontological Framework for Movement Analysis Using Linked Data. | Renato Fileto, Marcelo Krger, Nikos Pelekis, Yannis Theodoridis, Chiara Renso |
| 2012 | EDBT | Private-HERMES: a benchmark framework for privacy-preserving mobility data querying and mining methods. | Nikos Pelekis, Aris Gkoulalas-Divanis, Marios Vodas, Anargyros Plemenos, Despina Kopanaki, Yannis Theodoridis |
| 2011 | CIKM | Privacy-aware querying over sensitive trajectory data. | Nikos Pelekis, Aris Gkoulalas-Divanis, Marios Vodas, Despina Kopanaki, Yannis Theodoridis |
| 2011 | DEXA | NEFOS: Rapid Cache-Aware Range Query Processing with Probabilistic Guarantees. | Spyros Sioutas, Kostas Tsichlas, Ioannis Karydis, Yannis Manolopoulos, Yannis Theodoridis |
| 2011 | ICCSA | Summarizing Cluster Evolution in Dynamic Environments. | Irene Ntoutsi, Myra Spiliopoulou, Yannis Theodoridis |
| 2010 | ICDE | T-Warehouse: Visual OLAP analysis on trajectory data. | Luca Leonardi, Gerasimos Marketos, Elias Frentzos, Nikos Giatrakos, Salvatore Orlando, Nikos Pelekis, Alessandra Raffaet, Alessandro Roncato, Claudio Silvestri, Yannis Theodoridis |
| 2010 | MDM | Ad-hoc OLAP on Trajectory Data. | Gerasimos Marketos, Yannis Theodoridis |
| 2010 | SIGMOD | TACO: tunable approximate computation of outliers in wireless sensor networks. | Nikos Giatrakos, Yannis Kotidis, Antonios Deligiannakis, Vasilis Vassalos, Yannis Theodoridis |
| 2009 | EDBT | Geographic privacy-aware knowledge discovery and delivery. | Fosca Giannotti, Dino Pedreschi, Yannis Theodoridis |
| 2009 | ICDM | Clustering Trajectories of Moving Objects in an Uncertain World. | Nikos Pelekis, Ioannis Kopanakis, Evangelos E. Kotsifakos, Elias Frentzos, Yannis Theodoridis |
| 2009 | VLDB | Mobility Data Warehousing and Mining. | Gerasimos Marketos, Yannis Theodoridis |
| 2008 | KDD | Pattern-Miner: integrated management and mining over data mining models. | Evangelos E. Kotsifakos, Irene Ntoutsi, Yannis Vrahoritis, Yannis Theodoridis |
| 2008 | SIGMOD | HERMES: aggregative LBS via a trajectory DB engine. | Nikos Pelekis, Elias Frentzos, Nikos Giatrakos, Yannis Theodoridis |
| 2008 | SDM | A general framework for estimating similarity of datasets and decision trees: exploring semantic similarity of decision trees. | Irene Ntoutsi, Alexandros Kalousis, Yannis Theodoridis |
| 2007 | ADBIS | On the Effect of Trajectory Compression in Spatiotemporal Querying. | Elias Frentzos, Yannis Theodoridis |
| 2007 | ICDE | Index-based Most Similar Trajectory Search. | Elias Frentzos, Kostas Gratsias, Yannis Theodoridis |
| 2007 | ICDE | Mining Trajectory Databases via a Suite of Distance Operators. | Nikos Pelekis, Ioannis Kopanakis, Irene Ntoutsi, Gerasimos Marketos, Yannis Theodoridis |
| 2007 | TIME | Similarity Search in Trajectory Databases. | Nikos Pelekis, Ioannis Kopanakis, Gerasimos Marketos, Irene Ntoutsi, Gennady L. Andrienko, Yannis Theodoridis |
| 2007 | W2GIS | Towards the Next Generation of Location-Based Services. | Elias Frentzos, Kostas Gratsias, Yannis Theodoridis |
| 2006 | BPM | Measuring Performance in the Retail Industry (Position Paper). | Gerasimos Marketos, Yannis Theodoridis |
| 2006 | CIKM | Constrained subspace skyline computation. | Evangelos Dellis, Akrivi Vlachou, Ilya Vladimirskiy, Bernhard Seeger, Yannis Theodoridis |
| 2006 | EDBT | Hermes - A Framework for Location-Based Data Management. | Nikos Pelekis, Yannis Theodoridis, Spyros Vosinakis, Themis Panayiotopoulos |
| 2006 | KDD | MONIC: modeling and monitoring cluster transitions. | Myra Spiliopoulou, Irene Ntoutsi, Yannis Theodoridis, Ren Schult |
| 2005 | W2GIS | Towards a Taxonomy of Location Based Services. | Kostas Gratsias, Elias Frentzos, Vasilis Delis, Yannis Theodoridis |
| 2003 | ADBIS | Distance Join Queries of Multiple Inputs in Spatial Databases. | Antonio Corral, Yannis Manolopoulos, Yannis Theodoridis, Michael Vassilakopoulos |
| 2002 | ADBIS | Revisiting R-Tree Construction Principles. | Sotiris Brakatsoulas, Dieter Pfoser, Yannis Theodoridis |
| 2002 | CIKM | An efficient and effective algorithm for density biased sampling. | Alexandros Nanopoulos, Yannis Manolopoulos, Yannis Theodoridis |
| 2001 | VLDB | C | Alexandros Nanopoulos, Yannis Theodoridis, Yannis Manolopoulos |
| 2000 | SIGMOD | Closest Pair Queries in Spatial Databases. | Antonio Corral, Yannis Manolopoulos, Yannis Theodoridis, Michael Vassilakopoulos |
| 2000 | VLDB | Novel Approaches to the Indexing of Moving Object Trajectories. | Dieter Pfoser, Christian S. Jensen, Yannis Theodoridis |
| 1999 | PODS | Processing and Optimization of Multiway Spatial Joins Using R-Trees. | Dimitris Papadias, Nikos Mamoulis, Yannis Theodoridis |
| 1998 | ICDE | Cost Models for Join Queries in Spatial Databases. | Yannis Theodoridis, Emmanuel Stefanakis, Timos K. Sellis |
| 1998 | SSDBM | Specifications for Efficient Indexing in Spatiotemporal Databases. | Yannis Theodoridis, Timos K. Sellis, Apostolos Papadopoulos, Yannis Manolopoulos |
| 1996 | PODS | A Model for the Prediction of R-tree Performance. | Yannis Theodoridis, Timos K. Sellis |
| 1995 | SIGMOD | Topological Relations in the World of Minimum Bounding Rectangles: A Study with R-trees. | Dimitris Papadias, Yannis Theodoridis, Timos K. Sellis, Max J. Egenhofer |
| 1994 | DEXA | The Retrieval of Direction Relations using R-trees. | Dimitris Papadias, Yannis Theodoridis, Timos K. Sellis |