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2020 – today
- 2024
- [c70]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:
A Scalable System for Maritime Route and Event Forecasting. EDBT 2024: 762-769 - [c69]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:
GMSA: A Digital Twin Application for Maritime Route and Event Forecasting. EDBT 2024: 798-801 - [c68]Efstratios Karkanis, Nikos Pelekis, Eva Chondrodima, Yannis Theodoridis:
Path-based Traffic Flow Prediction. EDBT/ICDT Workshops 2024 - [c67]Panagiotis Tampakis, Nikos Pelekis:
Pythia: Distributed Pattern-based Future Location Prediction of Moving Objects. EDBT/ICDT Workshops 2024 - [c66]Andreas Tritsarolis, Nikos Pelekis, Konstantina Bereta, Dimitris Zissis, Yannis Theodoridis:
On Vessel Location Forecasting and the Effect of Federated Learning. MDM 2024: 83-92 - [i6]Andreas Tritsarolis, Nikos Pelekis, Konstantina Bereta, Dimitris Zissis, Yannis Theodoridis:
On Vessel Location Forecasting and the Effect of Federated Learning. CoRR abs/2405.19870 (2024) - 2023
- [j30]Eva Chondrodima
, Nikos Pelekis
, Aggelos Pikrakis
, Yannis Theodoridis
:
An Efficient LSTM Neural Network-Based Framework for Vessel Location Forecasting. IEEE Trans. Intell. Transp. Syst. 24(5): 4872-4888 (2023) - [c65]Petros Mandalis, Eva Chondrodima, Yannis Kontoulis, Nikos Pelekis, Yannis Theodoridis:
Towards a Unified Vessel Traffic Flow Forecasting Framework. EDBT/ICDT Workshops 2023 - [c64]Stamatis Stefanopoulos, Charilaos Akasiadis, Nikos Pelekis, Dimitris Zissis:
Scalable Distributed Trajectory Clustering Using Apache Spark. EDBT/ICDT Workshops 2023 - [c63]Andreas Tritsarolis
, Nikos Pelekis
, Yannis Theodoridis
:
VesselVision: Fleet Safety Awareness over Streaming Vessel Trajectories. SIGSPATIAL/GIS 2023: 20:1-20:4 - [c62]Andreas Tritsarolis
, Brian Murray
, Nikos Pelekis
, Yannis Theodoridis
:
Collision Risk Assessment and Forecasting on Maritime Data. SIGSPATIAL/GIS 2023: 28:1-28:10 - 2022
- [j29]Eva Chondrodima
, Harris V. Georgiou
, Nikos Pelekis, Yannis Theodoridis:
Particle swarm optimization and RBF neural networks for public transport arrival time prediction using GTFS data. Int. J. Inf. Manag. Data Insights 2(2): 100086 (2022) - [c61]Eva Chondrodima
, Petros Mandalis, Nikos Pelekis, Yannis Theodoridis:
Machine Learning Models for Vessel Route Forecasting: An Experimental Comparison. MDM 2022: 262-269 - [c60]Andreas Tritsarolis, Eva Chondrodima
, Nikos Pelekis, Yannis Theodoridis:
Vessel Collision Risk Assessment using AIS Data: A Machine Learning Approach. MDM 2022: 425-430 - [c59]Petros Mandalis, Eva Chondrodima
, Yannis Kontoulis, Nikos Pelekis, Yannis Theodoridis:
Machine Learning Models for Vessel Traffic Flow Forecasting: An Experimental Comparison. MDM 2022: 431-436 - [c58]Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Iraklis Varlamis, Yannis Theodoridis:
Social Spatio-temporal Keyword Pattern (S²KP) Queries in Multiple Aspect Trajectories Databases. SSDBM 2022: 8:1-8:12 - 2021
- [j28]Christos Doulkeridis, Akrivi Vlachou, Nikos Pelekis, Yannis Theodoridis:
A Survey on Big Data Processing Frameworks for Mobility Analytics. SIGMOD Rec. 50(2): 18-29 (2021) - [c57]Andreas Tritsarolis, Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis:
ST_VISIONS: A Python Library for Interactive Visualization of Spatio-temporal Data. MDM 2021: 244-247 - [c56]Eva Chondrodima
, Harris V. Georgiou
, Nikos Pelekis
, Yannis Theodoridis
:
Public Transport Arrival Time Prediction Based on GTFS Data. LOD 2021: 481-495 - [c55]Panagiotis Tampakis, Dimitris Spyrellis, Christos Doulkeridis, Nikos Pelekis, Christos Kalyvas, Akrivi Vlachou:
A Novel Indexing Method for Spatial-Keyword Range Queries. SSTD 2021: 54-63 - [c54]Andreas Tritsarolis, Yannis Kontoulis, Nikos Pelekis, Yannis Theodoridis:
MaSEC: Discovering Anchorages and Co-movement Patterns on Streaming Vessel Trajectories. SSTD 2021: 170-173 - [p10]Panagiotis Tampakis, Stylianos Sideridis, Panagiotis Nikitopoulos, Nikos Pelekis, Yannis Theodoridis:
Maritime Data Analytics. Guide to Maritime Informatics 2021: 119-147 - 2020
- [j27]Georgios M. Santipantakis
, Apostolos Glenis, Kostas Patroumpas, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros
, Nikos Pelekis, Yannis Theodoridis
:
SPARTAN: Semantic integration of big spatio-temporal data from streaming and archival sources. Future Gener. Comput. Syst. 110: 540-555 (2020) - [j26]Harris V. Georgiou
, Nikos Pelekis, Stylianos Sideridis, David Scarlatti, Yannis Theodoridis
:
Semantic-aware aircraft trajectory prediction using flight plans. Int. J. Data Sci. Anal. 9(2): 215-228 (2020) - [j25]Panagiotis Tampakis
, Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis
:
Distributed Subtrajectory Join on Massive Datasets. ACM Trans. Spatial Algorithms Syst. 6(2): 8:1-8:29 (2020) - [p9]Kostas Patroumpas, Eva Chondrodima
, Nikos Pelekis, Yannis Theodoridis:
Trajectory Detection and Summarization over Surveillance Data Streams. Big Data Analytics for Time-Critical Mobility Forecasting 2020: 85-120 - [p8]Harris V. Georgiou, Petros Petrou, Panagiotis Tampakis
, Stylianos Sideridis, Eva Chondrodima
, Nikos Pelekis, Yannis Theodoridis:
Future Location and Trajectory Prediction. Big Data Analytics for Time-Critical Mobility Forecasting 2020: 215-254 - [p7]Panagiotis Tampakis
, Stylianos Sideridis, Panagiotis Nikitopoulos, Nikos Pelekis, Christos Doulkeridis, Yannis Theodoridis:
Offline Trajectory Analytics. Big Data Analytics for Time-Critical Mobility Forecasting 2020: 275-312 - [e2]George A. Vouros
, Gennady L. Andrienko, Christos Doulkeridis, Nikolaos Pelekis, Alexander Artikis, Anne-Laure Jousselme, Cyril Ray, José Manuel Cordero Garcia, David Scarlatti:
Big Data Analytics for Time-Critical Mobility Forecasting, From Raw Data to Trajectory-Oriented Mobility Analytics in the Aviation and Maritime Domains. Springer 2020, ISBN 978-3-030-45163-9 [contents] - [e1]Alexandra Poulovassilis, David Auber, Nikos Bikakis, Panos K. Chrysanthis
, George Papastefanatos, Mohamed A. Sharaf, Nikos Pelekis, Chiara Renso, Yannis Theodoridis, Karine Zeitouni, Tania Cerquitelli, Silvia Chiusano, Genoveva Vargas-Solar, Behrooz Omidvar-Tehrani, Katharina Morik, Jean-Michel Renders, Donatella Firmani, Letizia Tanca, Davide Mottin
, Matteo Lissandrini, Yannis Velegrakis:
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, Copenhagen, Denmark, March 30, 2020. CEUR Workshop Proceedings 2578, CEUR-WS.org 2020 [contents]
2010 – 2019
- 2019
- [c53]Panagiotis Tampakis
, Nikos Pelekis, Christos Doulkeridis, Yannis Theodoridis
:
Scalable Distributed Subtrajectory Clustering. IEEE BigData 2019: 950-959 - [c52]Petros Petrou, Panagiotis Tampakis
, Harris V. Georgiou
, Nikos Pelekis, Yannis Theodoridis
:
Online Long-Term Trajectory Prediction Based on Mined Route Patterns. MASTER@PKDD/ECML 2019: 34-49 - [c51]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, Gennady L. Andrienko, Fabian Patterson, Georg Fuchs, Yannis Theodoridis, George A. Vouros:
ARGO: A Big Data Framework for Online Trajectory Prediction. SSTD 2019: 194-197 - [c50]Spyros Giotakis, Nikos Pelekis:
On Preserving Sensitive Information of Multiple Aspect Trajectories In-House. WWW (Companion Volume) 2019: 515-522 - [i5]Panagiotis Tampakis
, Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis:
Distributed Subtrajectory Join on Massive Datasets. CoRR abs/1903.07748 (2019) - [i4]Panagiotis Tampakis
, Nikos Pelekis, Christos Doulkeridis, Yannis Theodoridis:
Scalable Distributed Subtrajectory Clustering. CoRR abs/1906.06956 (2019) - 2018
- [j24]Andre Salvaro Furtado
, Luis Otávio Campos Alvares, Nikos Pelekis, Yannis Theodoridis
, Vania Bogorny:
Unveiling movement uncertainty for robust trajectory similarity analysis. Int. J. Geogr. Inf. Sci. 32(1): 140-168 (2018) - [j23]Stratos Mansalis
, Eirini Ntoutsi, Nikos Pelekis, Yannis Theodoridis
:
An evaluation of data stream clustering algorithms. Stat. Anal. Data Min. 11(4): 167-187 (2018) - [c49]Panagiotis Nikitopoulos, Aris-Iakovos Paraskevopoulos, Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis
:
Hot Spot Analysis over Big Trajectory Data. IEEE BigData 2018: 761-770 - [c48]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:
Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges. EDBT 2018: 612-623 - [c47]Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Stylianos Sideridis, Yannis Theodoridis
:
Spatio-Temporal-Keyword Pattern Queries over Semantic Trajectories with Hermes@Neo4j. EDBT 2018: 678-681 - [c46]Kostas Patroumpas, Nikos Pelekis, Yannis Theodoridis
:
On-the-fly mobility event detection over aircraft trajectories. SIGSPATIAL/GIS 2018: 259-268 - [c45]Panagiotis Tampakis
, Nikos Pelekis, Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Yannis Theodoridis
:
Time-Aware Sub-Trajectory Clustering in Hermes@PostgreSQL. ICDE 2018: 1581-1584 - [c44]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:
Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events. W2GIS 2018: 130-140 - [r1]Despina Kopanaki, Nikos Pelekis, Yannis Theodoridis
:
Systems for Privacy-Preserving Mobility Data Management. Handbook of Mobile Data Privacy 2018: 281-305 - [i3]Harris V. Georgiou, Sophia Karagiorgou, Yannis Kontoulis, Nikos Pelekis, Petros Petrou, David Scarlatti, Yannis Theodoridis:
Moving Objects Analytics: Survey on Future Location & Trajectory Prediction Methods. CoRR abs/1807.04639 (2018) - 2017
- [j22]Nikos Pelekis
, Panagiotis Tampakis
, Marios Vodas
, Christos Doulkeridis, Yannis Theodoridis
:
On temporal-constrained sub-trajectory cluster analysis. Data Min. Knowl. Discov. 31(5): 1294-1330 (2017) - [j21]Kostas Patroumpas, Elias Alevizos
, Alexander Artikis, Marios Vodas
, Nikos Pelekis, Yannis Theodoridis
:
Online event recognition from moving vessel trajectories. GeoInformatica 21(2): 389-427 (2017) - [c43]Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis, George A. Vouros:
Big Data Management and Analytics for Mobility Forecasting in datAcron. EDBT/ICDT Workshops 2017 - [c42]Despina Kopanaki, Nikos Pelekis:
Privacy Preservation of Semantic Trajectory Databases using Query Auditing Techniques. EDBT/ICDT Workshops 2017 - [c41]Nikos Pelekis, Panagiotis Tampakis
, Marios Vodas
, Costas Panagiotakis
, Yannis Theodoridis
:
In-DBMS Sampling-based Sub-trajectory Clustering. EDBT 2017: 632-643 - [c40]Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Stylianos Sideridis, Yannis Theodoridis
:
Searching for Spatio-Temporal-Keyword Patterns in Semantic Trajectories. IDA 2017: 112-124 - [c39]Christos Baziotis, Nikos Pelekis, Christos Doulkeridis:
DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison. SemEval@ACL 2017: 390-395 - [c38]Christos Baziotis, Nikos Pelekis, Christos Doulkeridis:
DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis. SemEval@ACL 2017: 747-754 - 2016
- [j20]Stylianos Sideridis, Nikos Pelekis
, Yannis Theodoridis
:
On querying and mining semantic-aware mobility timelines. Int. J. Data Sci. Anal. 2(1-2): 29-44 (2016) - [j19]Nikos Pelekis, Stylianos Sideridis, Panagiotis Tampakis
, Yannis Theodoridis
:
Simulating Our LifeSteps by Example. ACM Trans. Spatial Algorithms Syst. 2(3): 11:1-11:39 (2016) - [c37]Despina Kopanaki, Vasilis Theodossopoulos, Nikos Pelekis, Ioannis Kopanakis, Yannis Theodoridis
:
Who Cares about Others' Privacy: Personalized Anonymization of Moving Object Trajectories. EDBT 2016: 425-436 - [c36]Andreas Konstantinidis
, Georgios Chatzimilioudis, Demetrios Zeinalipour-Yazti
, Paschalis Mpeis, Nikos Pelekis, Yannis Theodoridis
:
Privacy-preserving indoor localization on smartphones. ICDE 2016: 1470-1471 - [i2]Kostas Patroumpas, Elias Alevizos, Alexander Artikis, Marios Vodas, Nikos Pelekis, Yannis Theodoridis:
Online Event Recognition from Moving Vessel Trajectories. CoRR abs/1601.06041 (2016) - 2015
- [j18]Renato Fileto, Cleto May, Chiara Renso
, Nikos Pelekis, Douglas Klein, Yannis Theodoridis
:
The Baquara2 knowledge-based framework for semantic enrichment and analysis of movement data. Data Knowl. Eng. 98: 104-122 (2015) - [j17]Nikos Pelekis, Elias Frentzos, Nikos Giatrakos
, Yannis Theodoridis:
HERMES: A Trajectory DB Engine for Mobility-Centric Applications. Int. J. Knowl. Based Organ. 5(2): 19-41 (2015) - [j16]Nikos Pelekis, Stylianos Sideridis, Panagiotis Tampakis
, Yannis Theodoridis:
Hermoupolis: a semantic trajectory generator in the data science era. ACM SIGSPATIAL Special 7(1): 19-26 (2015) - [j15]Andreas Konstantinidis
, Georgios Chatzimilioudis, Demetrios Zeinalipour-Yazti
, Paschalis Mpeis, Nikos Pelekis, Yannis Theodoridis
:
Privacy-Preserving Indoor Localization on Smartphones. IEEE Trans. Knowl. Data Eng. 27(11): 3042-3055 (2015) - [c35]Elias Alevizos
, Alexander Artikis, Kostas Patroumpas, Marios Vodas
, Yannis Theodoridis
, Nikos Pelekis:
How not to drown in a sea of information: An event recognition approach. IEEE BigData 2015: 984-990 - [c34]Nikos Pelekis, Stylianos Sideridis, Yannis Theodoridis
:
Hermessem: A semantic-aware framework for the management and analysis of our LifeSteps. DSAA 2015: 1-10 - [c33]Kostas Patroumpas, Alexander Artikis, Nikos Katzouris, Marios Vodas
, Yannis Theodoridis
, Nikos Pelekis:
Event Recognition for Maritime Surveillance. EDBT 2015: 629-640 - [c32]Areli Andreia dos Santos, Andre Salvaro Furtado, Luis Otávio Alvares, Nikos Pelekis, Vania Bogorny:
Inferring Relationships from Trajectory Data. GEOINFO 2015: 68-79 - [c31]Camila F. Costa, Mario A. Nascimento, José Antônio Fernandes de Macêdo, Yannis Theodoridis
, Nikos Pelekis, Javam C. Machado:
Optimal time-dependent sequenced route queries in road networks. SIGSPATIAL/GIS 2015: 56:1-56:4 - [i1]Camila F. Costa, Mario A. Nascimento, José Antônio Fernandes de Macêdo, Yannis Theodoridis, Nikos Pelekis, Javam C. Machado:
Optimal Time-dependent Sequenced Route Queries in Road Networks. CoRR abs/1509.01881 (2015) - 2014
- [b1]Nikos Pelekis, Yannis Theodoridis
:
Mobility Data Management and Exploration. Springer 2014, ISBN 978-1-4939-0391-7, pp. 1-298 - [j14]Nikos Pelekis, Elias Frentzos, Nikos Giatrakos
, Yannis Theodoridis:
On the Support of Mobility in ORDBMS. Int. J. Knowl. Based Organ. 4(1): 38-64 (2014) - [c30]Benjamin B. Krogh, Nikos Pelekis, Yannis Theodoridis
, Kristian Torp:
Path-based queries on trajectory data. SIGSPATIAL/GIS 2014: 341-350 - 2013
- [j13]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:
Semantic trajectories modeling and analysis. ACM Comput. Surv. 45(4): 42:1-42:32 (2013) - [j12]Georgios Kellaris
, Nikos Pelekis, Yannis Theodoridis
:
Map-matched trajectory compression. J. Syst. Softw. 86(6): 1566-1579 (2013) - [j11]Nikos Pelekis, Yannis Theodoridis, Davy Janssens
:
On the Management and Analysis of Our LifeSteps. SIGKDD Explor. 15(1): 23-32 (2013) - [c29]Renato Fileto, Marcelo Krüger
, Nikos Pelekis, Yannis Theodoridis
, Chiara Renso
:
Baquara: A Holistic Ontological Framework for Movement Analysis Using Linked Data. ER 2013: 342-355 - [c28]Benjamin B. Krogh, Ove Andersen, Edwin Lewis-Kelham, Nikos Pelekis, Yannis Theodoridis
, Kristian Torp:
Trajectory based traffic analysis. SIGSPATIAL/GIS 2013: 526-529 - [c27]Nikos Pelekis, Christos Ntrigkogias, Panagiotis Tampakis
, Stylianos Sideridis, Yannis Theodoridis
:
Hermoupolis: A Trajectory Generator for Simulating Generalized Mobility Patterns. ECML/PKDD (3) 2013: 659-662 - [c26]Elias Frentzos, Nikos Pelekis, Nikos Giatrakos
, Yannis Theodoridis
:
Cost Models for Nearest Neighbor Query Processing over Existentially Uncertain Spatial Data. SSTD 2013: 391-409 - [p6]Gerasimos Marketos, Maria Luisa Damiani, Nikos Pelekis, Yannis Theodoridis, Zhixian Yan:
Trajectory Collection and Reconstruction. Mobility Data 2013: 23-41 - 2012
- [j10]Nikos Pelekis, Gennady L. Andrienko
, Natalia V. Andrienko
, Ioannis Kopanakis, Gerasimos Marketos, Yannis Theodoridis
:
Visually exploring movement data via similarity-based analysis. J. Intell. Inf. Syst. 38(2): 343-391 (2012) - [j9]Costas Panagiotakis
, Nikos Pelekis, Ioannis Kopanakis, Emmanuel Ramasso
, Yannis Theodoridis
:
Segmentation and Sampling of Moving Object Trajectories Based on Representativeness. IEEE Trans. Knowl. Data Eng. 24(7): 1328-1343 (2012) - [c25]Nikos Pelekis, Aris Gkoulalas-Divanis, Marios Vodas
, Anargyros Plemenos, Despina Kopanaki, Yannis Theodoridis
:
Private-HERMES: a benchmark framework for privacy-preserving mobility data querying and mining methods. EDBT 2012: 598-601 - [c24]Alexandros Doulamis, Nikos Pelekis, Yannis Theodoridis
:
EasyTracker: An Android Application for Capturing Mobility Behavior. Panhellenic Conference on Informatics 2012: 357-362 - 2011
- [j8]Haralampos Karanikas
, George Koundourakis, Ioannis Kopanakis, Thomas Mavroudakis, Nikos Pelekis:
Discovering market trends in the biotechnology industry. Int. J. Bus. Intell. Data Min. 6(2): 184-201 (2011) - [j7]Alessandra Raffaetà, Luca Leonardi
, Gerasimos Marketos, Gennady L. Andrienko
, Natalia V. Andrienko
, Elias Frentzos, Nikos Giatrakos
, Salvatore Orlando
, Nikos Pelekis, Alessandro Roncato, Claudio Silvestri
:
Visual Mobility Analysis using T-Warehouse. Int. J. Data Warehous. Min. 7(1): 1-23 (2011) - [j6]Nikos Pelekis, Ioannis Kopanakis, Evangelos E. Kotsifakos, Elias Frentzos, Yannis Theodoridis
:
Clustering uncertain trajectories. Knowl. Inf. Syst. 28(1): 117-147 (2011) - [c23]Nikos Pelekis, Aris Gkoulalas-Divanis, Marios Vodas
, Despina Kopanaki, Yannis Theodoridis
:
Privacy-aware querying over sensitive trajectory data. CIKM 2011: 895-904 - [c22]Zhixian Yan, Nikos Giatrakos
, Vangelis Katsikaros, Nikos Pelekis, Yannis Theodoridis
:
SeTraStream: Semantic-Aware Trajectory Construction over Streaming Movement Data. SSTD 2011: 367-385 - 2010
- [c21]Luca Leonardi
, Gerasimos Marketos, Elias Frentzos, Nikos Giatrakos
, Salvatore Orlando
, Nikos Pelekis, Alessandra Raffaetà, Alessandro Roncato, Claudio Silvestri
, Yannis Theodoridis
:
T-Warehouse: Visual OLAP analysis on trajectory data. ICDE 2010: 1141-1144 - [c20]Nikos Pelekis, Ioannis Kopanakis, Costas Panagiotakis
, Yannis Theodoridis
:
Unsupervised Trajectory Sampling. ECML/PKDD (3) 2010: 17-33
2000 – 2009
- 2009
- [j5]Dimitrios K. Iakovidis
, Nikos Pelekis, Evangelos E. Kotsifakos, Ioannis Kopanakis, Haralampos Karanikas
, Yannis Theodoridis
:
A Pattern Similarity Scheme for Medical Image Retrieval. IEEE Trans. Inf. Technol. Biomed. 13(4): 442-450 (2009) - [c19]Nikos Pelekis, Ioannis Kopanakis, Evangelos E. Kotsifakos, Elias Frentzos, Yannis Theodoridis
:
Clustering Trajectories of Moving Objects in an Uncertain World. ICDM 2009: 417-427 - [c18]Costas Panagiotakis
, Nikos Pelekis, Ioannis Kopanakis:
Trajectory Voting and Classification Based on Spatiotemporal Similarity in Moving Object Databases. IDA 2009: 131-142 - [c17]Vicky Tsikolidaki, Nikos Pelekis, Yannis Theodoridis
:
GF-Miner: a Genetic Fuzzy Classifier for Numerical Data. AIAI 2009: 529-534 - [c16]Georgios Kellaris
, Nikos Pelekis, Yannis Theodoridis
:
Trajectory Compression under Network Constraints. SSTD 2009: 392-398 - 2008
- [j4]Nikos Pelekis, Dimitrios K. Iakovidis, Evangelos E. Kotsifakos, Ioannis Kopanakis:
Fuzzy clustering of intuitionistic fuzzy data. Int. J. Bus. Intell. Data Min. 3(1): 45-65 (2008) - [c15]Dimitrios K. Iakovidis, Nikos Pelekis, Evangelos E. Kotsifakos, Ioannis Kopanakis:
Intuitionistic Fuzzy Clustering with Applications in Computer Vision. ACIVS 2008: 764-774 - [c14]Riccardo Ortale
, Ettore Ritacco
, Nikos Pelekis, Roberto Trasarti
, Gianni Costa
, Fosca Giannotti, Giuseppe Manco
, Chiara Renso
, Yannis Theodoridis
:
The DAEDALUS framework: progressive querying and mining of movement data. GIS 2008: 52 - [c13]Gerasimos Marketos, Elias Frentzos, Irene Ntoutsi, Nikos Pelekis, Alessandra Raffaetà, Yannis Theodoridis
:
Building real-world trajectory warehouses. MobiDE 2008: 8-15 - [c12]Elias Frentzos, Nikos Pelekis, Yannis Theodoridis
:
Cost Models and Efficient Algorithms on Existentially Uncertain Spatial Data. Panhellenic Conference on Informatics 2008: 26-30 - [c11]Riccardo Ortale, Ettore Ritacco, Nikos Pelekis, Roberto Trasarti, Gianni Costa, Fosca Giannotti, Giuseppe Manco, Chiara Renso, Yannis Theodoridis:
DAEDALUS: A knowledge discovery analysis framework for movement data. SEBD 2008: 191-198 - [c10]Nikos Pelekis, Elias Frentzos, Nikos Giatrakos
, Yannis Theodoridis
:
HERMES: aggregative LBS via a trajectory DB engine. SIGMOD Conference 2008: 1255-1258 - [p5]Natalia V. Andrienko
, Gennady L. Andrienko
, Nikos Pelekis, Stefano Spaccapietra:
Basic Concepts of Movement Data. Mobility, Data Mining and Privacy 2008: 15-38 - [p4]Chiara Renso
, Simone Puntoni, Elias Frentzos, Andrea Mazzoni, Bart Moelans
, Nikos Pelekis, Fabrizio Pini
:
Wireless Network Data Sources: Tracking and Synthesizing Trajectories. Mobility, Data Mining and Privacy 2008: 73-100 - [p3]José Antônio Fernandes de Macêdo, Christelle Vangenot, Walied Othman, Nikos Pelekis, Elias Frentzos, Bart Kuijpers
, Irene Ntoutsi, Stefano Spaccapietra, Yannis Theodoridis
:
Trajectory Data Models. Mobility, Data Mining and Privacy 2008: 123-150 - [p2]Elias Frentzos, Nikos Pelekis, Irene Ntoutsi, Yannis Theodoridis
:
Trajectory Database Systems. Mobility, Data Mining and Privacy 2008: 151-187 - [p1]Nikos Pelekis, Alessandra Raffaetà, Maria Luisa Damiani, Christelle Vangenot
, Gerasimos Marketos, Elias Frentzos, Irene Ntoutsi, Yannis Theodoridis
:
Towards Trajectory Data Warehouses. Mobility, Data Mining and Privacy 2008: 189-211 - 2007
- [j3]Elias Frentzos, Kostas Gratsias, Nikos Pelekis, Yannis Theodoridis
:
Algorithms for Nearest Neighbor Search on Moving Object Trajectories. GeoInformatica 11(2): 159-193 (2007) - [c9]Spyros Vosinakis, Nikos Pelekis, Yannis Theodoridis, Themis Panayiotopoulos:
Handling spatial vagueness in virtual agent control. GRAPP (AS/IE) 2007: 75-82 - [c8]Nikos Pelekis, Ioannis Kopanakis, Irene Ntoutsi, Gerasimos Marketos, Yannis Theodoridis
:
Mining Trajectory Databases via a Suite of Distance Operators. ICDE Workshops 2007: 575-584 - [c7]Nikos Pelekis, Ioannis Kopanakis, Gerasimos Marketos, Irene Ntoutsi, Gennady L. Andrienko
, Yannis Theodoridis
:
Similarity Search in Trajectory Databases. TIME 2007: 129-140 - 2006
- [c6]Haralampos Karanikas, Nikos Pelekis, Dimitrios K. Iakovidis, Ioannis Kopanakis, Thomas Mavroudakis, Yannis Theodoridis:
MetaOn - Ontology Driven Metadata Construction and Management for Intelligent Search in Text and Image Collections. DEXA Workshops 2006: 450-454 - [c5]Nikos Pelekis, Yannis Theodoridis
, Spyros Vosinakis
, Themis Panayiotopoulos:
Hermes - A Framework for Location-Based Data Management. EDBT 2006: 1130-1134 - [c4]Nikos Pelekis, Yannis Theodoridis
:
Boosting location-based services with a moving object database engine. MobiDE 2006: 3-10 - 2005
- [j2]Nikos Pelekis, Babis Theodoulidis, Ioannis Kopanakis, Yannis Theodoridis
:
Fuzzy Miner: Extracting Fuzzy Rules from Numerical Patterns. Int. J. Data Warehous. Min. 1(1): 57-81 (2005) - [c3]Ioannis Kopanakis, Nikos Pelekis, Haralampos Karanikas
, Thomas Mavroudakis:
Visual Techniques for the Interpretation of Data Mining Outcomes. Panhellenic Conference on Informatics 2005: 25-35 - [c2]Elias Frentzos, Kostas Gratsias, Nikos Pelekis, Yannis Theodoridis
:
Nearest Neighbor Search on Moving Object Trajectories. SSTD 2005: 328-345 - 2004
- [j1]Nikos Pelekis, Babis Theodoulidis
, Ioannis Kopanakis, Yannis Theodoridis
:
Literature review of spatio-temporal database models. Knowl. Eng. Rev. 19(3): 235-274 (2004) - [c1]Nikos Pelekis, Babis Theodoulidis, Ioannis Kopanakis:
Fuzzy Miner - A Fuzzy System for Solving Pattern Classification Problems. PaRMa 2004
Coauthor Index
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