Fuzzy Miner - A Fuzzy System for Solving Pattern Classification Problems. - Nikos Pelekis; Babis Theodoulidis; Ioannis Kopanakis (PaRMa, 2004)

Literature review of spatio-temporal database models. - Nikos Pelekis; Babis Theodoulidis; Ioannis Kopanakis; Yannis Theodoridis (Knowl. Eng. Rev., 2004)

Visual Techniques for the Interpretation of Data Mining Outcomes. - Ioannis Kopanakis; Nikos Pelekis; Haralampos Karanikas; Thomas Mavroudakis (Panhellenic Conference on Informatics, 2005)

Nearest Neighbor Search on Moving Object Trajectories. - Elias Frentzos; Kostas Gratsias; Nikos Pelekis; Yannis Theodoridis (SSTD, 2005)

Fuzzy Miner: Extracting Fuzzy Rules from Numerical Patterns. - Nikos Pelekis; Babis Theodoulidis; Ioannis Kopanakis; Yannis Theodoridis (Int. J. Data Warehous. Min., 2005)

MetaOn - Ontology Driven Metadata Construction and Management for Intelligent Search in Text and Image Collections. - Haralampos Karanikas; Nikos Pelekis; Dimitrios K. Iakovidis; Ioannis Kopanakis; Thomas Mavroudakis; Yannis Theodoridis (DEXA Workshops, 2006)

Hermes - A Framework for Location-Based Data Management. - Nikos Pelekis; Yannis Theodoridis; Spyros Vosinakis; Themis Panayiotopoulos (EDBT, 2006)

Boosting location-based services with a moving object database engine. - Nikos Pelekis; Yannis Theodoridis (MobiDE, 2006)

Handling spatial vagueness in virtual agent control. - Spyros Vosinakis; Nikos Pelekis; Yannis Theodoridis; Themis Panayiotopoulos (GRAPP (AS/IE), 2007)

Mining Trajectory Databases via a Suite of Distance Operators. - Nikos Pelekis; Ioannis Kopanakis; Irene Ntoutsi; Gerasimos Marketos; Yannis Theodoridis (ICDE Workshops, 2007)

Similarity Search in Trajectory Databases. - Nikos Pelekis; Ioannis Kopanakis; Gerasimos Marketos; Irene Ntoutsi; Gennady L. Andrienko; Yannis Theodoridis (TIME, 2007)

Algorithms for Nearest Neighbor Search on Moving Object Trajectories. - Elias Frentzos; Kostas Gratsias; Nikos Pelekis; Yannis Theodoridis (GeoInformatica, 2007)

Intuitionistic Fuzzy Clustering with Applications in Computer Vision. - Dimitrios K. Iakovidis; Nikos Pelekis; Evangelos E. Kotsifakos; Ioannis Kopanakis (ACIVS, 2008)

The DAEDALUS framework: progressive querying and mining of movement data. - Riccardo Ortale; Ettore Ritacco; Nikos Pelekis; Roberto Trasarti; Gianni Costa; Fosca Giannotti; Giuseppe Manco 001; Chiara Renso; Yannis Theodoridis (GIS, 2008)

Building real-world trajectory warehouses. - Gerasimos Marketos; Elias Frentzos; Irene Ntoutsi; Nikos Pelekis; Alessandra Raffaetà; Yannis Theodoridis (MobiDE, 2008)

Cost Models and Efficient Algorithms on Existentially Uncertain Spatial Data. - Elias Frentzos; Nikos Pelekis; Yannis Theodoridis (Panhellenic Conference on Informatics, 2008)

DAEDALUS: A knowledge discovery analysis framework for movement data. - Riccardo Ortale; Ettore Ritacco; Nikos Pelekis; Roberto Trasarti; Gianni Costa; Fosca Giannotti; Giuseppe Manco 001; Chiara Renso; Yannis Theodoridis (SEBD, 2008)

HERMES: aggregative LBS via a trajectory DB engine. - Nikos Pelekis; Elias Frentzos; Nikos Giatrakos; Yannis Theodoridis (SIGMOD Conference, 2008)

Fuzzy clustering of intuitionistic fuzzy data. - Nikos Pelekis; Dimitrios K. Iakovidis; Evangelos E. Kotsifakos; Ioannis Kopanakis (Int. J. Bus. Intell. Data Min., 2008)

Basic Concepts of Movement Data. - Natalia V. Andrienko; Gennady L. Andrienko; Nikos Pelekis; Stefano Spaccapietra (Mobility, Data Mining and Privacy, 2008)

Trajectory Database Systems. - Elias Frentzos; Nikos Pelekis; Irene Ntoutsi; Yannis Theodoridis (Mobility, Data Mining and Privacy, 2008)

Trajectory Data Models. - José Antônio Fernandes de Macêdo; Christelle Vangenot; Walied Othman; Nikos Pelekis; Elias Frentzos; Bart Kuijpers; Irene Ntoutsi; Stefano Spaccapietra; Yannis Theodoridis (Mobility, Data Mining and Privacy, 2008)

Towards Trajectory Data Warehouses. - Nikos Pelekis; Alessandra Raffaetà; Maria Luisa Damiani; Christelle Vangenot; Gerasimos Marketos; Elias Frentzos; Irene Ntoutsi; Yannis Theodoridis (Mobility, Data Mining and Privacy, 2008)

Wireless Network Data Sources: Tracking and Synthesizing Trajectories. - Chiara Renso; Simone Puntoni; Elias Frentzos; Andrea Mazzoni; Bart Moelans; Nikos Pelekis; Fabrizio Pini (Mobility, Data Mining and Privacy, 2008)

Clustering Trajectories of Moving Objects in an Uncertain World. - Nikos Pelekis; Ioannis Kopanakis; Evangelos E. Kotsifakos; Elias Frentzos; Yannis Theodoridis (ICDM, 2009)

Trajectory Voting and Classification Based on Spatiotemporal Similarity in Moving Object Databases. - Costas Panagiotakis; Nikos Pelekis; Ioannis Kopanakis (IDA, 2009)

GF-Miner: a Genetic Fuzzy Classifier for Numerical Data. - Vicky Tsikolidaki; Nikos Pelekis; Yannis Theodoridis (AIAI, 2009)

Trajectory Compression under Network Constraints. - Georgios Kellaris; Nikos Pelekis; Yannis Theodoridis (SSTD, 2009)

A Pattern Similarity Scheme for Medical Image Retrieval. - Dimitrios K. Iakovidis; Nikos Pelekis; Evangelos E. Kotsifakos; Ioannis Kopanakis; Haralampos Karanikas; Yannis Theodoridis (IEEE Trans. Inf. Technol. Biomed., 2009)

T-Warehouse: Visual OLAP analysis on trajectory data. - Luca Leonardi; Gerasimos Marketos; Elias Frentzos; Nikos Giatrakos; Salvatore Orlando 001; Nikos Pelekis; Alessandra Raffaetà; Alessandro Roncato; Claudio Silvestri; Yannis Theodoridis (ICDE, 2010)

Unsupervised Trajectory Sampling. - Nikos Pelekis; Ioannis Kopanakis; Costas Panagiotakis; Yannis Theodoridis (ECML/PKDD (3), 2010)

Privacy-aware querying over sensitive trajectory data. - Nikos Pelekis; Aris Gkoulalas-Divanis; Marios Vodas; Despina Kopanaki; Yannis Theodoridis (CIKM, 2011)

SeTraStream: Semantic-Aware Trajectory Construction over Streaming Movement Data. - Zhixian Yan; Nikos Giatrakos; Vangelis Katsikaros; Nikos Pelekis; Yannis Theodoridis (SSTD, 2011)

Discovering market trends in the biotechnology industry. - Haralampos Karanikas; George Koundourakis; Ioannis Kopanakis; Thomas Mavroudakis; Nikos Pelekis (Int. J. Bus. Intell. Data Min., 2011)

Visual Mobility Analysis using T-Warehouse. - Alessandra Raffaetà; Luca Leonardi; Gerasimos Marketos; Gennady L. Andrienko; Natalia V. Andrienko; Elias Frentzos; Nikos Giatrakos; Salvatore Orlando 001; Nikos Pelekis; Alessandro Roncato; Claudio Silvestri (Int. J. Data Warehous. Min., 2011)

Clustering uncertain trajectories. - Nikos Pelekis; Ioannis Kopanakis; Evangelos E. Kotsifakos; Elias Frentzos; Yannis Theodoridis (Knowl. Inf. Syst., 2011)

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 (EDBT, 2012)

EasyTracker: An Android Application for Capturing Mobility Behavior. - Alexandros Doulamis; Nikos Pelekis; Yannis Theodoridis (Panhellenic Conference on Informatics, 2012)

Visually exploring movement data via similarity-based analysis. - Nikos Pelekis; Gennady L. Andrienko; Natalia V. Andrienko; Ioannis Kopanakis; Gerasimos Marketos; Yannis Theodoridis (J. Intell. Inf. Syst., 2012)

Segmentation and Sampling of Moving Object Trajectories Based on Representativeness. - Costas Panagiotakis; Nikos Pelekis; Ioannis Kopanakis; Emmanuel Ramasso; Yannis Theodoridis (IEEE Trans. Knowl. Data Eng., 2012)

Trajectory Collection and Reconstruction. - Gerasimos Marketos; Maria Luisa Damiani; Nikos Pelekis; Yannis Theodoridis; Zhixian Yan (Mobility Data, 2013)

Baquara: A Holistic Ontological Framework for Movement Analysis Using Linked Data. - Renato Fileto; Marcelo Krüger; Nikos Pelekis; Yannis Theodoridis; Chiara Renso (ER, 2013)

Trajectory based traffic analysis. - Benjamin B. Krogh; Ove Andersen; Edwin Lewis-Kelham; Nikos Pelekis; Yannis Theodoridis; Kristian Torp (SIGSPATIAL/GIS, 2013)

Hermoupolis: A Trajectory Generator for Simulating Generalized Mobility Patterns. - Nikos Pelekis; Christos Ntrigkogias; Panagiotis Tampakis; Stylianos Sideridis; Yannis Theodoridis (ECML/PKDD (3), 2013)

Cost Models for Nearest Neighbor Query Processing over Existentially Uncertain Spatial Data. - Elias Frentzos; Nikos Pelekis; Nikos Giatrakos; Yannis Theodoridis (SSTD, 2013)

Semantic trajectories modeling and analysis. - Christine Parent; Stefano Spaccapietra; Chiara Renso; Gennady L. Andrienko; Natalia V. Andrienko; Vania Bogorny; Maria Luisa Damiani; Aris Gkoulalas-Divanis; José Antônio Fernandes de Macêdo; Nikos Pelekis; Yannis Theodoridis; Zhixian Yan (ACM Comput. Surv., 2013)

Map-matched trajectory compression. - Georgios Kellaris; Nikos Pelekis; Yannis Theodoridis (J. Syst. Softw., 2013)

On the Management and Analysis of Our LifeSteps. - Nikos Pelekis; Yannis Theodoridis; Davy Janssens (SIGKDD Explor., 2013)

Mobility Data Management and Exploration - Nikos Pelekis; Yannis Theodoridis (Springer, 2014)

Path-based queries on trajectory data. - Benjamin B. Krogh; Nikos Pelekis; Yannis Theodoridis; Kristian Torp (SIGSPATIAL/GIS, 2014)

On the Support of Mobility in ORDBMS. - Nikos Pelekis; Elias Frentzos; Nikos Giatrakos; Yannis Theodoridis (Int. J. Knowl. Based Organ., 2014)

How not to drown in a sea of information: An event recognition approach. - Elias Alevizos; Alexander Artikis; Kostas Patroumpas; Marios Vodas; Yannis Theodoridis; Nikos Pelekis (IEEE BigData, 2015)

Hermessem: A semantic-aware framework for the management and analysis of our LifeSteps. - Nikos Pelekis; Stylianos Sideridis; Yannis Theodoridis (DSAA, 2015)

Event Recognition for Maritime Surveillance. - Kostas Patroumpas; Alexander Artikis; Nikos Katzouris; Marios Vodas; Yannis Theodoridis; Nikos Pelekis (EDBT, 2015)

Inferring Relationships from Trajectory Data. - Areli Andreia dos Santos; Andre Salvaro Furtado; Luis Otávio Alvares; Nikos Pelekis; Vania Bogorny (GEOINFO, 2015)

Optimal time-dependent sequenced route queries in road networks. - Camila F. Costa; Mario A. Nascimento; José Antônio Fernandes de Macêdo; Yannis Theodoridis; Nikos Pelekis; Javam C. Machado (SIGSPATIAL/GIS, 2015)

The Baquara2 knowledge-based framework for semantic enrichment and analysis of movement data. - Renato Fileto; Cleto May; Chiara Renso; Nikos Pelekis; Douglas Klein; Yannis Theodoridis (Data Knowl. Eng., 2015)

HERMES: A Trajectory DB Engine for Mobility-Centric Applications. - Nikos Pelekis; Elias Frentzos; Nikos Giatrakos; Yannis Theodoridis (Int. J. Knowl. Based Organ., 2015)

Hermoupolis: a semantic trajectory generator in the data science era. - Nikos Pelekis; Stylianos Sideridis; Panagiotis Tampakis; Yannis Theodoridis (ACM SIGSPATIAL Special, 2015)

Privacy-Preserving Indoor Localization on Smartphones. - Andreas Konstantinidis 002; Georgios Chatzimilioudis; Demetrios Zeinalipour-Yazti; Paschalis Mpeis; Nikos Pelekis; Yannis Theodoridis (IEEE Trans. Knowl. Data Eng., 2015)

Who Cares about Others' Privacy: Personalized Anonymization of Moving Object Trajectories. - Despina Kopanaki; Vasilis Theodossopoulos; Nikos Pelekis; Ioannis Kopanakis; Yannis Theodoridis (EDBT, 2016)

On querying and mining semantic-aware mobility timelines. - Stylianos Sideridis; Nikos Pelekis; Yannis Theodoridis (Int. J. Data Sci. Anal., 2016)

Simulating Our LifeSteps by Example. - Nikos Pelekis; Stylianos Sideridis; Panagiotis Tampakis; Yannis Theodoridis (ACM Trans. Spatial Algorithms Syst., 2016)

Big Data Management and Analytics for Mobility Forecasting in datAcron. - Christos Doulkeridis; Nikos Pelekis; Yannis Theodoridis; George A. Vouros (EDBT/ICDT Workshops, 2017)

Privacy Preservation of Semantic Trajectory Databases using Query Auditing Techniques. - Despina Kopanaki; Nikos Pelekis (EDBT/ICDT Workshops, 2017)

In-DBMS Sampling-based Sub-trajectory Clustering. - Nikos Pelekis; Panagiotis Tampakis; Marios Vodas; Costas Panagiotakis; Yannis Theodoridis (EDBT, 2017)

Searching for Spatio-Temporal-Keyword Patterns in Semantic Trajectories. - Fragkiskos Gryllakis; Nikos Pelekis; Christos Doulkeridis; Stylianos Sideridis; Yannis Theodoridis (IDA, 2017)

DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison. - Christos Baziotis; Nikos Pelekis; Christos Doulkeridis (SemEval@ACL, 2017)

DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis. - Christos Baziotis; Nikos Pelekis; Christos Doulkeridis (SemEval@ACL, 2017)

On temporal-constrained sub-trajectory cluster analysis. - Nikos Pelekis; Panagiotis Tampakis; Marios Vodas; Christos Doulkeridis; Yannis Theodoridis (Data Min. Knowl. Discov., 2017)

Online event recognition from moving vessel trajectories. - Kostas Patroumpas; Elias Alevizos; Alexander Artikis; Marios Vodas; Nikos Pelekis; Yannis Theodoridis (GeoInformatica, 2017)

Hot Spot Analysis over Big Trajectory Data. - Panagiotis Nikitopoulos; Aris-Iakovos Paraskevopoulos; Christos Doulkeridis; Nikos Pelekis; Yannis Theodoridis (IEEE BigData, 2018)

Spatio-Temporal-Keyword Pattern Queries over Semantic Trajectories with Hermes@Neo4j. - Fragkiskos Gryllakis; Nikos Pelekis; Christos Doulkeridis; Stylianos Sideridis; Yannis Theodoridis (EDBT, 2018)

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; et al. (EDBT, 2018)

On-the-fly mobility event detection over aircraft trajectories. - Kostas Patroumpas; Nikos Pelekis; Yannis Theodoridis (SIGSPATIAL/GIS, 2018)

Time-Aware Sub-Trajectory Clustering in Hermes@PostgreSQL. - Panagiotis Tampakis; Nikos Pelekis; Natalia V. Andrienko; Gennady L. Andrienko; Georg Fuchs; Yannis Theodoridis (ICDE, 2018)

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; et al. (W2GIS, 2018)

Moving Objects Analytics: Survey on Future Location & Trajectory Prediction Methods. - Harris V. Georgiou; Sophia Karagiorgou; Yannis Kontoulis; Nikos Pelekis; Petros Petrou; David Scarlatti; Yannis Theodoridis (CoRR, 2018)

Unveiling movement uncertainty for robust trajectory similarity analysis. - Andre Salvaro Furtado; Luis Otávio Campos Alvares; Nikos Pelekis; Yannis Theodoridis; Vania Bogorny (Int. J. Geogr. Inf. Sci., 2018)

An evaluation of data stream clustering algorithms. - Stratos Mansalis; Eirini Ntoutsi; Nikos Pelekis; Yannis Theodoridis (Stat. Anal. Data Min., 2018)

Systems for Privacy-Preserving Mobility Data Management. - Despina Kopanaki; Nikos Pelekis; Yannis Theodoridis (Handbook of Mobile Data Privacy, 2018)

Scalable Distributed Subtrajectory Clustering. - Panagiotis Tampakis; Nikos Pelekis; Christos Doulkeridis; Yannis Theodoridis (IEEE BigData, 2019)

Online Long-Term Trajectory Prediction Based on Mined Route Patterns. - Petros Petrou; Panagiotis Tampakis; Harris V. Georgiou; Nikos Pelekis; Yannis Theodoridis (MASTER@PKDD/ECML, 2019)

ARGO: A Big Data Framework for Online Trajectory Prediction. - Petros Petrou; Panagiotis Nikitopoulos; Panagiotis Tampakis; Apostolos Glenis; Nikolaos Koutroumanis; Georgios M. Santipantakis; Kostas Patroumpas; Akrivi Vlachou; Harris V. Georgiou; Eva Chondrodima; Christos Doulkeridis; Nikos Pelekis; et al. (SSTD, 2019)

On Preserving Sensitive Information of Multiple Aspect Trajectories In-House. - Spyros Giotakis; Nikos Pelekis (WWW (Companion Volume), 2019)

Future Location and Trajectory Prediction. - Harris V. Georgiou; Petros Petrou; Panagiotis Tampakis; Stylianos Sideridis; Eva Chondrodima; Nikos Pelekis; Yannis Theodoridis (Big Data Analytics for Time-Critical Mobility Forecasting, 2020)

Trajectory Detection and Summarization over Surveillance Data Streams. - Kostas Patroumpas; Eva Chondrodima; Nikos Pelekis; Yannis Theodoridis (Big Data Analytics for Time-Critical Mobility Forecasting, 2020)

Offline Trajectory Analytics. - Panagiotis Tampakis; Stylianos Sideridis; Panagiotis Nikitopoulos; Nikos Pelekis; Christos Doulkeridis; Yannis Theodoridis (Big Data Analytics for Time-Critical Mobility Forecasting, 2020)

SPARTAN: Semantic integration of big spatio-temporal data from streaming and archival sources. - Georgios M. Santipantakis; Apostolos Glenis; Kostas Patroumpas; Akrivi Vlachou; Christos Doulkeridis; George A. Vouros; Nikos Pelekis; Yannis Theodoridis (Future Gener. Comput. Syst., 2020)

Semantic-aware aircraft trajectory prediction using flight plans. - Harris V. Georgiou; Nikos Pelekis; Stylianos Sideridis; David Scarlatti; Yannis Theodoridis (Int. J. Data Sci. Anal., 2020)

Distributed Subtrajectory Join on Massive Datasets. - Panagiotis Tampakis; Christos Doulkeridis; Nikos Pelekis; Yannis Theodoridis (ACM Trans. Spatial Algorithms Syst., 2020)

Maritime Data Analytics. - Panagiotis Tampakis; Stylianos Sideridis; Panagiotis Nikitopoulos; Nikos Pelekis; Yannis Theodoridis (Guide to Maritime Informatics, 2021)

ST_VISIONS: A Python Library for Interactive Visualization of Spatio-temporal Data. - Andreas Tritsarolis; Christos Doulkeridis; Nikos Pelekis; Yannis Theodoridis (MDM, 2021)

Public Transport Arrival Time Prediction Based on GTFS Data. - Eva Chondrodima; Harris V. Georgiou; Nikos Pelekis; Yannis Theodoridis (LOD, 2021)

A Novel Indexing Method for Spatial-Keyword Range Queries. - Panagiotis Tampakis; Dimitris Spyrellis; Christos Doulkeridis; Nikos Pelekis; Christos Kalyvas; Akrivi Vlachou (SSTD, 2021)

MaSEC: Discovering Anchorages and Co-movement Patterns on Streaming Vessel Trajectories. - Andreas Tritsarolis; Yannis Kontoulis; Nikos Pelekis; Yannis Theodoridis (SSTD, 2021)

A Survey on Big Data Processing Frameworks for Mobility Analytics. - Christos Doulkeridis; Akrivi Vlachou; Nikos Pelekis; Yannis Theodoridis (SIGMOD Rec., 2021)

Machine Learning Models for Vessel Route Forecasting: An Experimental Comparison. - Eva Chondrodima; Petros Mandalis; Nikos Pelekis; Yannis Theodoridis (MDM, 2022)

Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental Comparison. - Petros Mandalis; Eva Chondrodima; Yannis Kontoulis; Nikos Pelekis; Yannis Theodoridis (MDM, 2022)

Vessel Collision Risk Assessment using AIS Data: A Machine Learning Approach. - Andreas Tritsarolis; Eva Chondrodima; Nikos Pelekis; Yannis Theodoridis (MDM, 2022)

Social Spatio-temporal Keyword Pattern (S²KP) Queries in Multiple Aspect Trajectories Databases. - Fragkiskos Gryllakis; Nikos Pelekis; Christos Doulkeridis; Iraklis Varlamis; Yannis Theodoridis (SSDBM, 2022)

Particle swarm optimization and RBF neural networks for public transport arrival time prediction using GTFS data. - Eva Chondrodima; Harris V. Georgiou; Nikos Pelekis; Yannis Theodoridis (Int. J. Inf. Manag. Data Insights, 2022)

Towards a Unified Vessel Traffic Flow Forecasting Framework. - Petros Mandalis; Eva Chondrodima; Yannis Kontoulis; Nikos Pelekis; Yannis Theodoridis (EDBT/ICDT Workshops, 2023)

Scalable Distributed Trajectory Clustering Using Apache Spark. - Stamatis Stefanopoulos; Charilaos Akasiadis; Nikos Pelekis; Dimitris Zissis (EDBT/ICDT Workshops, 2023)

Collision Risk Assessment and Forecasting on Maritime Data. - Andreas Tritsarolis; Brian Murray; Nikos Pelekis; Yannis Theodoridis (SIGSPATIAL/GIS, 2023)

VesselVision: Fleet Safety Awareness over Streaming Vessel Trajectories. - Andreas Tritsarolis; Nikos Pelekis; Yannis Theodoridis (SIGSPATIAL/GIS, 2023)

An Efficient LSTM Neural Network-Based Framework for Vessel Location Forecasting. - Eva Chondrodima; Nikos Pelekis; Aggelos Pikrakis; Yannis Theodoridis (IEEE Trans. Intell. Transp. Syst., 2023)

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 (EDBT, 2024)

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 (EDBT, 2024)

Path-based Traffic Flow Prediction. - Efstratios Karkanis; Nikos Pelekis; Eva Chondrodima; Yannis Theodoridis (EDBT/ICDT Workshops, 2024)

Pythia: Distributed Pattern-based Future Location Prediction of Moving Objects. - Panagiotis Tampakis; Nikos Pelekis (EDBT/ICDT Workshops, 2024)

Collision-Risk-Aware Ship Routing. - Patrik Thomas Michalski; Niko Preuß; Matthias Renz; Andreas Tritsarolis; Yannis Theodoridis; Nikos Pelekis (SIGSPATIAL/GIS, 2024)

On Vessel Location Forecasting and the Effect of Federated Learning. - Andreas Tritsarolis; Nikos Pelekis; Konstantina Bereta; Dimitris Zissis; Yannis Theodoridis (MDM, 2024)

KANB: A Family of Parametric Activation Functions With Trainable Parameters. - George Kanakoudis; Petros Mandalis; Nikolaos Pelekis (IEEE Access, 2025)

A transformer-based method for vessel traffic flow forecasting. - Petros Mandalis; Eva Chondrodima; Yannis Kontoulis; Nikos Pelekis; Yannis Theodoridis (GeoInformatica, 2025)