Publications

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Published Scientific Papers

Journals 

2018 

Vinicius Monteiro de Lira, Raffaele Perego, Chiara Renso, Salvatore Rinzivillo, Valéria Cesário Times Boosting Ride Sharing with Alternative Destinations IEEE Trans. Intelligent Transportation Systems 19(7), 2290-2300 (2018)

M. Brahem, K. Zeitouni, and L. Yeh. ASTROIDE: A unified astronomical big data processing engine over spark. IEEE Transactions on Big Data, 2018

2019

Ronaldo dos Santos Mello, Vania Bogorny, Luis Otavio Alvares, Luiz H. Z. Santana, Carlos Andres Ferrero, Angelo Augusto Frozza, Geomar Andre Schreiner, Chiara Renso. MASTER: A Multiple Aspect View on Trajectories. Transactions in GIS, to appear.

Conference, Workshops and other Publications 

2018

F. Gryllakis, N. Pelekis, C. Doulkeridis, S. Sideridis Y. Theodoridis:
Spatio-Temporal-Keyword Pattern Queries over Semantic Trajectories with Hermes@Neo4j
Demo paper, Proceedings of the 21st International Conference on Extending Database Technology (EDBT2018), Vienne, Austria, March 2018. Open Proceedings.

Soares Junior A., Times V. C., Renso C. Matwin S. Cabral L. A. F.
A semi-supervised approach for the semantic segmentation of trajectories
19th IEEE International Conference on Mobile Data Management, June 25 – June 28, 2018, AAU, Aalborg, Denmark

Christos Sardianos, Iraklis Varlamis, Grigoris Bouras Extracting user habits from Google maps history logs ASONAM 2018, Barcelona, Spain

Varlamis, I., Tserpes, K., & Sardianos, C. (2018). Detecting Search and Rescue Missions from AIS Data, 2018 IEEE 34th International Conference on Data Engineering Workshops (ICDEW), Paris, 2018 (pp. 60-65).

M. Brahem, L. Yeh, K. Zeitouni Efficient astronomical query processing using SPARK. In 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL, 2018

P. Tampakis, N. Pelekis, N. Andrienko, G. Andrienko, G. Fuchs, Y. Theodoridis: Time-aware Sub-Trajectory Clustering in Hermes@PostgreSQL, demo paper, Proceedings of theIEEE 34th International Conference on Data Engineering (ICDE), Paris, France, April 2018. IEEE CPS

P. Nikitopoulos, A.-I. Paraskevopoulos, C. Doulkeridis, N. Pelekis, Y. Theodoridis, Hot Spot Analysis for Big Trajectory Data. Proceedings of the 2018 IEEE Int’l Conference on BIG DATA (BigData2018), Seattle, WA, USA, 2018. IEEE CPS

Andrea Esuli, Lucas May Petry, Chiara Renso, Vania Bogorny.
Traj2User: exploiting embeddings for computing similarity of users mobile behavior
arXiv:1808.00554v2 [cs.SI]

Livia Ruback, Claudio Lucchese, Alexander Arturo Mera Caraballo, Grettel Monteagudo García, Marco Antonio Casanova, Chiara Renso. Computing Entity Semantic Similarity by Features Ranking. ArXiv https://arxiv.org/abs/1811.02516 (2018)

Livia Almada Cruz, Karine Zeitouni and José A. F. de Macedo. Trajectory Prediction from External Sensor Data using Recurrent Neural Networks, International Conference on Big Data and Cyber-Security Intelligence (BDCSIntell), December 13-15, 2018, Beirut, Lebanon.

2019

Jingwei Zuo, Karine Zeitouni and Yehia Taher. Exploring Interpretable Features for Large Time Series with SE4TeC, International Conference on Extending Database Technology (EDBT), March 26-29, 2019, Lisbon, Portugal.

Amílcar Soares, Jordan Rose, Mohammad Etemad, Chiara Renso, Stan Matwin. VISTA: A visual analytics platform for semantic annotation of trajectories. Demo paper at Extended Data Base Technology EDBT 2019, Lisbon, Portugal

H. Georgiou, S. Karagiorgou, Y. Kontolulis, N. Pelekis, P. Petrou, D. Scarlatti, Y. Theodoridis. Moving Objects Analytics: Survey on Future Location & Trajectory Prediction Methods. ArXiv  https://arxiv.org/abs/1807.04639

N. Koutroumanis, G. Santipantakis, A., C. Doulkeridis and G. Vouros.
Integration of Mobility Data with Weather Information. Proceedings of the 2nd Workshop on Big Mobility Data Analytics (BMDA 2019), in conjunction with EDBT 2019, Lisbon, Portugal, 2019.

S. Giotakis, N. Pelekis.
On Preserving Sensitive Information of Multiple Aspect Trajectories In-House. Proceedings of the 1st Workshop on Fairness, Accountability, Transparency, Ethics, and Society on the Web (FATES), in conjunction with The Web Conference 2019, San Francisco, CA, USA, 2019

Varlamis, I., Tserpes, K., Etemad, M., Júnior, A. S., & Matwin, S. (2019). A network abstraction of multi-vessel trajectory data for detecting anomalies. In Proceedings of the 2nd International Workshop on “Big Mobility Data Analytics” at EDBT 2019, Lisbon, Portugal.

Alexandros Kontarinis, Karine Zeitouni, Claudia Marinica, Dan Vodislav, Dimitris Kotzinos. Towards A Semantic Indoor Trajectory Model.  In proceedings of the “2nd International Workshop on Big Mobility Data Analytics” at EDBT 2019, Lisbon, Portugal

Antonios Makris, Konstantinos Tserpes, Giannis Spiliopoulos, Dimosthenis Anagnostopoulos. Performance Evaluation of MongoDB and PostgreSQL for Spatio-temporal Data.  In proceedings of the “2nd International Workshop on Big Mobility Data Analytics” at EDBT 2019, Lisbon, Portugal