Panagiotis Tampakis

According to our database, Panagiotis Tampakis authored at least 26 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Predicting Co-movement patterns in mobility data.

Andreas Tritsarolis, Eva Chondrodima, Panagiotis Tampakis, Aggelos Pikrakis, Yannis Theodoridis

GeoInformatica, April, 2024

Pythia: Distributed Pattern-based Future Location Prediction of Moving Objects.

Panagiotis Tampakis, Nikos Pelekis

Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, 2024

2023

Processing of Spatial-Keyword Range Queries in Apache Spark.

Aggelos Karabinos, Panagiotis Tampakis, Christos Doulkeridis, Akrivi Vlachou

Proceedings of the 11th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2023

2022

i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity.

Panagiotis Tampakis, Eva Chondrodima, Andreas Tritsarolis, Aggelos Pikrakis, Yannis Theodoridis, Kostis Pristouris, Harry Nakos, Panagiotis Kalampokis, Theodore Dalamagas

Geo spatial Inf. Sci., 2022

Analyzing Passing Sequences for the Prediction of Goal-Scoring Opportunities.

Conor McCarthy, Panagiotis Tampakis, Marco Chiarandini, Morten Bredsgaard Randers, Stefan Jänicke, Arthur Zimek

Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2022

Evaluation of Probability Distribution Distance Metrics in Traffic Flow Outlier Detection.

Erik Andersen, Marco Chiarandini, Marwan Hassani, Stefan Jänicke, Panagiotis Tampakis, Arthur Zimek

Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

2021

A Novel Indexing Method for Spatial-Keyword Range Queries.

Panagiotis Tampakis, Dimitris Spyrellis, Christos Doulkeridis, Nikos Pelekis, Christos Kalyvas, Akrivi Vlachou

Proceedings of the 17th International Symposium on Spatial and Temporal Databases, 2021

Detecting Wandering Behavior of People with Dementia.

Nicklas Sindlev Andersen, Marco Chiarandini, Stefan Jänicke, Panagiotis Tampakis, Arthur Zimek

Proceedings of the 2021 International Conference on Data Mining, 2021

Online Co-movement Pattern Prediction in Mobility Data.

Andreas Tritsarolis, Eva Chondrodima, Panagiotis Tampakis, Aggelos Pikrakis

Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

Maritime Data Analytics.

Panagiotis Tampakis, Stylianos Sideridis, Panagiotis Nikitopoulos, Nikos Pelekis, Yannis Theodoridis

Proceedings of the Guide to Maritime Informatics., 2021

2020

Distributed Subtrajectory Join on Massive Datasets.

Panagiotis Tampakis, Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis

ACM Trans. Spatial Algorithms Syst., 2020

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

Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Big Mobility Data Analytics: Algorithms and Techniques for Efficient Trajectory Clustering.

Panagiotis Tampakis

Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Offline Trajectory Analytics.

Panagiotis Tampakis, Stylianos Sideridis, Panagiotis Nikitopoulos, Nikos Pelekis, Christos Doulkeridis, Yannis Theodoridis

Proceedings of the Big Data Analytics for Time-Critical Mobility Forecasting, 2020

Future Location and Trajectory Prediction.

Harris V. Georgiou, Petros Petrou, Panagiotis Tampakis, Stylianos Sideridis, Eva Chondrodima, Nikos Pelekis, Yannis Theodoridis

Proceedings of the Big Data Analytics for Time-Critical Mobility Forecasting, 2020

2019

Big mobility data analytics: algorithms and techniques for efficient trajectory clustering

Panagiotis Tampakis

PhD thesis, 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, Gennady L. Andrienko, Fabian Patterson, Georg Fuchs, Yannis Theodoridis, George A. Vouros

Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019

Online Long-Term Trajectory Prediction Based on Mined Route Patterns.

Petros Petrou, Panagiotis Tampakis, Harris V. Georgiou, Nikos Pelekis, Yannis Theodoridis

Proceedings of the Multiple-Aspect Analysis of Semantic Trajectories, 2019

Scalable Distributed Subtrajectory Clustering.

Panagiotis Tampakis, Nikos Pelekis, Christos Doulkeridis, Yannis Theodoridis

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Time-Aware Sub-Trajectory Clustering in Hermes@PostgreSQL.

Panagiotis Tampakis, Nikos Pelekis, Natalia V. Andrienko, Gennady L. Andrienko, Georg Fuchs, Yannis Theodoridis

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

On temporal-constrained sub-trajectory cluster analysis.

Nikos Pelekis, Panagiotis Tampakis, Marios Vodas, Christos Doulkeridis, Yannis Theodoridis

Data Min. Knowl. Discov., 2017

In-DBMS Sampling-based Sub-trajectory Clustering.

Nikos Pelekis, Panagiotis Tampakis, Marios Vodas, Costas Panagiotakis, Yannis Theodoridis

Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016

Simulating Our LifeSteps by Example.

Nikos Pelekis, Stylianos Sideridis, Panagiotis Tampakis, Yannis Theodoridis

ACM Trans. Spatial Algorithms Syst., 2016

2015

Hermoupolis: a semantic trajectory generator in the data science era.

Nikos Pelekis, Stylianos Sideridis, Panagiotis Tampakis, Yannis Theodoridis

ACM SIGSPATIAL Special, 2015

The RoadRunner framework for efficient and scalable processing of big data.

Christos Doulkeridis, Akrivi Vlachou, Panagiotis Nikitopoulos, Panagiotis Tampakis, Mei Saouk

Proceedings of the 19th Panhellenic Conference on Informatics, 2015

2013

Hermoupolis: A Trajectory Generator for Simulating Generalized Mobility Patterns.

Nikos Pelekis, Christos Ntrigkogias, Panagiotis Tampakis, Stylianos Sideridis, Yannis Theodoridis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013