Panagiotis Tampakis

Orcid: 0000-0003-1274-3306

According to our database1, Panagiotis Tampakis authored at least 26 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Bibliography

2024
Predicting Co-movement patterns in mobility data.
GeoInformatica, April, 2024

Pythia: Distributed Pattern-based Future Location Prediction of Moving Objects.
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.
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.
Geo spatial Inf. Sci., 2022

Analyzing Passing Sequences for the Prediction of Goal-Scoring Opportunities.
Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2022

Evaluation of Probability Distribution Distance Metrics in Traffic Flow Outlier Detection.
Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

2021
A Novel Indexing Method for Spatial-Keyword Range Queries.
Proceedings of the 17th International Symposium on Spatial and Temporal Databases, 2021

Detecting Wandering Behavior of People with Dementia.
Proceedings of the 2021 International Conference on Data Mining, 2021

Online Co-movement Pattern Prediction in Mobility Data.
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

Maritime Data Analytics.
Proceedings of the Guide to Maritime Informatics., 2021

2020
Distributed Subtrajectory Join on Massive Datasets.
ACM Trans. Spatial Algorithms Syst., 2020

Sea Area Monitoring and Analysis of Fishing Vessels Activity: The i4sea Big Data Platform.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Big Mobility Data Analytics: Algorithms and Techniques for Efficient Trajectory Clustering.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

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

Future Location and Trajectory Prediction.
Proceedings of the Big Data Analytics for Time-Critical Mobility Forecasting, 2020

2019
Big mobility data analytics: algorithms and techniques for efficient trajectory clustering
PhD thesis, 2019


Online Long-Term Trajectory Prediction Based on Mined Route Patterns.
Proceedings of the Multiple-Aspect Analysis of Semantic Trajectories, 2019

Scalable Distributed Subtrajectory Clustering.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Time-Aware Sub-Trajectory Clustering in Hermes@PostgreSQL.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
On temporal-constrained sub-trajectory cluster analysis.
Data Min. Knowl. Discov., 2017

In-DBMS Sampling-based Sub-trajectory Clustering.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016
Simulating Our LifeSteps by Example.
ACM Trans. Spatial Algorithms Syst., 2016

2015
Hermoupolis: a semantic trajectory generator in the data science era.
ACM SIGSPATIAL Special, 2015

The RoadRunner framework for efficient and scalable processing of big data.
Proceedings of the 19th Panhellenic Conference on Informatics, 2015

2013
Hermoupolis: A Trajectory Generator for Simulating Generalized Mobility Patterns.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013


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