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2020 – today
- 2024
- [j54]Andreas Tritsarolis, Eva Chondrodima, Panagiotis Tampakis, Aggelos Pikrakis, Yannis Theodoridis:
Predicting Co-movement patterns in mobility data. GeoInformatica 28(2): 221-243 (2024) - [j53]Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Mobility Data Science: Perspectives and Challenges. ACM Trans. Spatial Algorithms Syst. 10(2): 10 (2024) - [c108]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 - [c107]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 - [c106]Efstratios Karkanis, Nikos Pelekis, Eva Chondrodima, Yannis Theodoridis:
Path-based Traffic Flow Prediction. EDBT/ICDT Workshops 2024 - [c105]Andreas Tritsarolis, Nikos Pelekis, Konstantina Bereta, Dimitris Zissis, Yannis Theodoridis:
On Vessel Location Forecasting and the Effect of Federated Learning. MDM 2024: 83-92 - [c104]Christos Doulkeridis, Ioannis Chrysakis, Sophia Karagiorgou, Pavlos Kranas, Georgios Makridis, Yannis Theodoridis:
The MobiSpaces Manifesto on Mobility Data Spaces. eSAAM 2024: 66-75 - [i9]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
- [j52]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) - [c103]Christos Doulkeridis, Georgios M. Santipantakis, Nikolaos Koutroumanis, George Makridis, Vasilis Koukos, George S. Theodoropoulos, Yannis Theodoridis, Dimosthenis Kyriazis, Pavlos Kranas, Diego Burgos, Ricardo Jiménez-Peris, Mariana M. G. Duarte, Mahmoud Attia Sakr, Esteban Zimányi, Anita Graser, Clemens Heistracher, Kristian Torp, Ioannis Chrysakis, Theofanis Orphanoudakis, Evgenia Kapassa, Marios Touloupou, Jürgen Neises, Petros Petrou, Sophia Karagiorgou, Rosario Catelli, Domenico Messina, Marcelo Corrales Compagnucci, Matteo Falsetta:
MobiSpaces: An Architecture for Energy-Efficient Data Spaces for Mobility Data. IEEE Big Data 2023: 1487-1494 - [c102]Petros Mandalis, Eva Chondrodima, Yannis Kontoulis, Nikos Pelekis, Yannis Theodoridis:
Towards a Unified Vessel Traffic Flow Forecasting Framework. EDBT/ICDT Workshops 2023 - [c101]Andreas Tritsarolis, Nikos Pelekis, Yannis Theodoridis:
VesselVision: Fleet Safety Awareness over Streaming Vessel Trajectories. SIGSPATIAL/GIS 2023: 20:1-20:4 - [c100]Andreas Tritsarolis, Brian Murray, Nikos Pelekis, Yannis Theodoridis:
Collision Risk Assessment and Forecasting on Maritime Data. SIGSPATIAL/GIS 2023: 28:1-28:10 - [i8]Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Towards Mobility Data Science (Vision Paper). CoRR abs/2307.05717 (2023) - 2022
- [j51]Panagiotis Tampakis, Eva Chondrodima, Andreas Tritsarolis, Aggelos Pikrakis, Yannis Theodoridis, Kostis Pristouris, Harry Nakos, Panagiotis Kalampokis, Theodore Dalamagas:
i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity. Geo spatial Inf. Sci. 25(2): 132-154 (2022) - [j50]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) - [c99]Eva Chondrodima, Petros Mandalis, Nikos Pelekis, Yannis Theodoridis:
Machine Learning Models for Vessel Route Forecasting: An Experimental Comparison. MDM 2022: 262-269 - [c98]Andreas Tritsarolis, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis:
Vessel Collision Risk Assessment using AIS Data: A Machine Learning Approach. MDM 2022: 425-430 - [c97]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 - [c96]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 - [i7]Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12(1): 1-34 (2022) - 2021
- [j49]Andreas Tritsarolis, George-Stylianos Theodoropoulos, Yannis Theodoridis:
Online discovery of co-movement patterns in mobility data. Int. J. Geogr. Inf. Sci. 35(4): 819-845 (2021) - [j48]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) - [c95]Andreas Tritsarolis, Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis:
ST_VISIONS: A Python Library for Interactive Visualization of Spatio-temporal Data. MDM 2021: 244-247 - [c94]Eva Chondrodima, Harris V. Georgiou, Nikos Pelekis, Yannis Theodoridis:
Public Transport Arrival Time Prediction Based on GTFS Data. LOD 2021: 481-495 - [c93]Andreas Tritsarolis, Yannis Kontoulis, Nikos Pelekis, Yannis Theodoridis:
MaSEC: Discovering Anchorages and Co-movement Patterns on Streaming Vessel Trajectories. SSTD 2021: 170-173 - [p11]Panagiotis Tampakis, Stylianos Sideridis, Panagiotis Nikitopoulos, Nikos Pelekis, Yannis Theodoridis:
Maritime Data Analytics. Guide to Maritime Informatics 2021: 119-147 - [i6]Christos Theodoridis, Yannis Theodoridis:
Sustainable Urban Mobility in the Post-Pandemic Era (position paper). CoRR abs/2109.12982 (2021) - 2020
- [j47]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) - [j46]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) - [j45]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) - [c92]Panagiotis Tampakis, Eva Chondrodima, Aggelos Pikrakis, Yannis Theodoridis, Kostis Pristouris, Harry Nakos, Eleni Petra, Theodore Dalamagas, Andreas Kandiros, Georgios Markakis, Irida Maina, Stefanos Kavadas:
Sea Area Monitoring and Analysis of Fishing Vessels Activity: The i4sea Big Data Platform. MDM 2020: 275-280 - [p10]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 - [p9]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 - [p8]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 - [e3]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
- [c91]Panagiotis Tampakis, Nikos Pelekis, Christos Doulkeridis, Yannis Theodoridis:
Scalable Distributed Subtrajectory Clustering. IEEE BigData 2019: 950-959 - [c90]Yannis Theodoridis:
Learning from Our Movements - The Mobility Data Analytics Era. MASTER@PKDD/ECML 2019: 1-5 - [c89]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 - [c88]George S. Theodoropoulos, Andreas Tritsarolis, Yannis Theodoridis:
EvolvingClusters: Online Discovery of Group Patterns in Enriched Maritime Data. MASTER@PKDD/ECML 2019: 50-65 - [c87]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 - [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
- [j44]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) - [j43]Stratos Mansalis, Eirini Ntoutsi, Nikos Pelekis, Yannis Theodoridis:
An evaluation of data stream clustering algorithms. Stat. Anal. Data Min. 11(4): 167-187 (2018) - [c86]Panagiotis Nikitopoulos, Aris-Iakovos Paraskevopoulos, Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis:
Hot Spot Analysis over Big Trajectory Data. IEEE BigData 2018: 761-770 - [c85]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 - [c84]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 - [c83]Kostas Patroumpas, Nikos Pelekis, Yannis Theodoridis:
On-the-fly mobility event detection over aircraft trajectories. SIGSPATIAL/GIS 2018: 259-268 - [c82]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 - [c81]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 - [r21]Elias Frentzos, Yannis Theodoridis, Apostolos N. Papadopoulos:
Spatiotemporal Trajectories. Encyclopedia of Database Systems (2nd ed.) 2018 - [r20]Yannis Manolopoulos, Yannis Theodoridis, Vassilis J. Tsotras:
Primary Index. Encyclopedia of Database Systems (2nd ed.) 2018 - [r19]Yannis Manolopoulos, Yannis Theodoridis, Vassilis J. Tsotras:
Secondary Index. Encyclopedia of Database Systems (2nd ed.) 2018 - [r18]Yannis Manolopoulos, Yannis Theodoridis, Vassilis J. Tsotras:
Spatial Indexing Techniques. Encyclopedia of Database Systems (2nd ed.) 2018 - [r17]Yannis Manolopoulos, Yannis Theodoridis, Vassilis J. Tsotras:
Tree-Based Indexing. Encyclopedia of Database Systems (2nd ed.) 2018 - [r16]Apostolos N. Papadopoulos, Antonio Corral, Alexandros Nanopoulos, Yannis Theodoridis:
R-Tree (and Family). Encyclopedia of Database Systems (2nd ed.) 2018 - [r15]Apostolos N. Papadopoulos, Yannis Manolopoulos, Yannis Theodoridis, Vassilis J. Tsotras:
Grid File (and Family). Encyclopedia of Database Systems (2nd ed.) 2018 - [r14]Donghui Zhang, Yannis Manolopoulos, Yannis Theodoridis, Vassilis J. Tsotras:
Extendible Hashing. Encyclopedia of Database Systems (2nd ed.) 2018 - [r13]Donghui Zhang, Yannis Manolopoulos, Yannis Theodoridis, Vassilis J. Tsotras:
Linear Hashing. Encyclopedia of Database Systems (2nd ed.) 2018 - [r12]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
- [j42]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) - [j41]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) - [c80]Christophe Claramunt, Cyril Ray, Elena Camossi, Anne-Laure Jousselme, Melita Hadzagic, Gennady L. Andrienko, Natalia V. Andrienko, Yannis Theodoridis, George A. Vouros, Loïc Salmon:
Maritime data integration and analysis: recent progress and research challenges. EDBT 2017: 192-197 - [c79]Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis, George A. Vouros:
Big Data Management and Analytics for Mobility Forecasting in datAcron. EDBT/ICDT Workshops 2017 - [c78]Nikos Pelekis, Panagiotis Tampakis, Marios Vodas, Costas Panagiotakis, Yannis Theodoridis:
In-DBMS Sampling-based Sub-trajectory Clustering. EDBT 2017: 632-643 - [c77]Fragkiskos Gryllakis, Nikos Pelekis, Christos Doulkeridis, Stylianos Sideridis, Yannis Theodoridis:
Searching for Spatio-Temporal-Keyword Patterns in Semantic Trajectories. IDA 2017: 112-124 - [r11]Marios Hadjieleftheriou, Yannis Manolopoulos, Yannis Theodoridis, Vassilis J. Tsotras:
R-Trees: A Dynamic Index Structure for Spatial Searching. Encyclopedia of GIS 2017: 1805-1817 - 2016
- [j40]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) - [j39]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) - [c76]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 - [c75]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
- [j38]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) - [j37]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) - [j36]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) - [j35]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) - [c74]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 - [c73]Nikos Pelekis, Stylianos Sideridis, Yannis Theodoridis:
Hermessem: A semantic-aware framework for the management and analysis of our LifeSteps. DSAA 2015: 1-10 - [c72]Kostas Patroumpas, Alexander Artikis, Nikos Katzouris, Marios Vodas, Yannis Theodoridis, Nikos Pelekis:
Event Recognition for Maritime Surveillance. EDBT 2015: 629-640 - [c71]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
- [b3]Nikos Pelekis, Yannis Theodoridis:
Mobility Data Management and Exploration. Springer 2014, ISBN 978-1-4939-0391-7, pp. 1-298 - [j34]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) - [c70]Benjamin B. Krogh, Nikos Pelekis, Yannis Theodoridis, Kristian Torp:
Path-based queries on trajectory data. SIGSPATIAL/GIS 2014: 341-350 - 2013
- [j33]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) - [j32]Nikos Giatrakos, Yannis Kotidis, Antonios Deligiannakis, Vasilis Vassalos, Yannis Theodoridis:
In-network approximate computation of outliers with quality guarantees. Inf. Syst. 38(8): 1285-1308 (2013) - [j31]Georgios Kellaris, Nikos Pelekis, Yannis Theodoridis:
Map-matched trajectory compression. J. Syst. Softw. 86(6): 1566-1579 (2013) - [j30]Nikos Pelekis, Yannis Theodoridis, Davy Janssens:
On the Management and Analysis of Our LifeSteps. SIGKDD Explor. 15(1): 23-32 (2013) - [c69]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 - [c68]Benjamin B. Krogh, Ove Andersen, Edwin Lewis-Kelham, Nikos Pelekis, Yannis Theodoridis, Kristian Torp:
Trajectory based traffic analysis. SIGSPATIAL/GIS 2013: 526-529 - [c67]Myra Spiliopoulou, Eirini Ntoutsi, Yannis Theodoridis, René Schult:
MONIC and Followups on Modeling and Monitoring Cluster Transitions. ECML/PKDD (3) 2013: 622-626 - [c66]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 - [c65]Elias Frentzos, Nikos Pelekis, Nikos Giatrakos, Yannis Theodoridis:
Cost Models for Nearest Neighbor Query Processing over Existentially Uncertain Spatial Data. SSTD 2013: 391-409 - [p7]Gerasimos Marketos, Maria Luisa Damiani, Nikos Pelekis, Yannis Theodoridis, Zhixian Yan:
Trajectory Collection and Reconstruction. Mobility Data 2013: 23-41 - 2012
- [j29]Eirini Ntoutsi, Myra Spiliopoulou, Yannis Theodoridis:
FINGERPRINT: Summarizing Cluster Evolution in Dynamic Environments. Int. J. Data Warehous. Min. 8(3): 27-44 (2012) - [j28]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) - [j27]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) - [c64]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 - [c63]Alexandros Doulamis, Nikos Pelekis, Yannis Theodoridis:
EasyTracker: An Android Application for Capturing Mobility Behavior. Panhellenic Conference on Informatics 2012: 357-362 - 2011
- [j26]Nikos Pelekis, Ioannis Kopanakis, Evangelos E. Kotsifakos, Elias Frentzos, Yannis Theodoridis:
Clustering uncertain trajectories. Knowl. Inf. Syst. 28(1): 117-147 (2011) - [c62]Nikos Pelekis, Aris Gkoulalas-Divanis, Marios Vodas, Despina Kopanaki, Yannis Theodoridis:
Privacy-aware querying over sensitive trajectory data. CIKM 2011: 895-904 - [c61]Spyros Sioutas, Kostas Tsichlas, Ioannis Karydis, Yannis Manolopoulos, Yannis Theodoridis:
NEFOS: Rapid Cache-Aware Range Query Processing with Probabilistic Guarantees. DEXA (1) 2011: 62-77 - [c60]Irene Ntoutsi, Myra Spiliopoulou, Yannis Theodoridis:
Summarizing Cluster Evolution in Dynamic Environments. ICCSA (2) 2011: 562-577 - [c59]Zhixian Yan, Nikos Giatrakos, Vangelis Katsikaros, Nikos Pelekis, Yannis Theodoridis:
SeTraStream: Semantic-Aware Trajectory Construction over Streaming Movement Data. SSTD 2011: 367-385 - 2010
- [c58]