Author

Tsouderos Yannis

Professor of Data Science, University of Piraeus, Greece - Cited by 13,985 - Data Science - Big Data - Spatial Databases - Spatiotemporal Databases - Mobility Data Analytics

Biography

Tsouderos Yannis is a researcher and scientist Tsouderos Yannis works as a professor Institutions de Recherches Internationales SERVIER, 6, Place des Pléïades, 92400 Courbevoie, France have area of intrest include:-Pharmacogenetics; Pharmacogenomics; Regulatory agencies; Industry; Biomarkers
Title
Cited by
Year
An evaluation of data stream clustering algorithms
S Mansalis, E Ntoutsi, N Pelekis, Y TheodoridisStatistical Analysis and Data Mining: The ASA Data Science Journal 11 (4 …, 2018201
68
2018
Unveiling movement uncertainty for robust trajectory similarity analysis
AS Furtado, LOC Alvares, N Pelekis, Y Theodoridis, V BogornyInternational Journal of Geographical Information Science 32 (1), 140-168, 2018201
34
2018
Moving objects analytics: Survey on future location & trajectory prediction methods
H Georgiou, S Karagiorgou, Y Kontoulis, N Pelekis, P Petrou, D Scarlatti, ...arXiv preprint arXiv:1807.04639, 2018201
33
2018
Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges.
GA Vouros, A Vlachou, GM Santipantakis, C Doulkeridis, N Pelekis, ...EDBT, 612-623, 2018201
31
2018
Semantic-aware aircraft trajectory prediction using flight plans
H Georgiou, N Pelekis, S Sideridis, D Scarlatti, Y TheodoridisInternational Journal of Data Science and Analytics 9, 215-228, 2020202
31
2020
Scalable distributed subtrajectory clustering
P Tampakis, N Pelekis, C Doulkeridis, Y Theodoridis2019 IEEE international conference on big data (Big Data), 950-959, 2019201
30
2019
Distributed subtrajectory join on massive datasets
P Tampakis, C Doulkeridis, N Pelekis, Y TheodoridisACM Transactions on Spatial Algorithms and Systems (TSAS) 6 (2), 1-29, 2020202
27
2020
SPARTAN: Semantic integration of big spatio-temporal data from streaming and archival sources
GM Santipantakis, A Glenis, K Patroumpas, A Vlachou, C Doulkeridis, ...Future Generation Computer Systems 110, 540-555, 2020202
24
2020
Citywide traffic analysis based on the combination of visual and analytic approaches
F Liu, G Andrienko, N Andrienko, S Chen, D Janssens, G Wets, ...Journal of Geovisualization and Spatial Analysis 4, 1-17, 2020202
23
2020
Hot spot analysis over big trajectory data
P Nikitopoulos, AI Paraskevopoulos, C Doulkeridis, N Pelekis, ...2018 IEEE International Conference on Big Data (Big Data), 761-770, 2018201
22
2018
On-the-fly mobility event detection over aircraft trajectories
K Patroumpas, N Pelekis, Y TheodoridisProceedings of the 26th ACM SIGSPATIAL international conference on advances …, 2018201
16
2018
Online long-term trajectory prediction based on mined route patterns
P Petrou, P Tampakis, H Georgiou, N Pelekis, Y TheodoridisMultiple-Aspect Analysis of Semantic Trajectories: First International …, 2020202
15
2020
ARGO: A big data framework for online trajectory prediction
P Petrou, P Nikitopoulos, P Tampakis, A Glenis, N Koutroumanis, ...Proceedings of the 16th international symposium on spatial and temporal …, 2019201
13
2019
Time-aware sub-trajectory clustering in hermes@ postgresql
P Tampakis, N Pelekis, N Andrienko, G Andrienko, G Fuchs, ...2018 IEEE 34th international conference on data engineering (ICDE), 1581-1584, 2018201
13
2018
Particle swarm optimization and RBF neural networks for public transport arrival time prediction using GTFS data
E Chondrodima, H Georgiou, N Pelekis, Y TheodoridisInternational Journal of Information Management Data Insights 2 (2), 100086, 2022202
12
2022
Mobility data science (dagstuhl seminar 22021)
M Mokbel, M Sakr, L Xiong, A Züfle, J Almeida, T Anderson, W Aref, ...Dagstuhl reports 12 (1), 2022202
9
2022
Online discovery of co-movement patterns in mobility data
A Tritsarolis, GS Theodoropoulos, Y TheodoridisInternational Journal of Geographical Information Science 35 (4), 19-45, 2021202
8
2021
Maritime data analytics
P Tampakis, S Sideridis, P Nikitopoulos, N Pelekis, Y TheodoridisGuide to Maritime Informatics, 119-147, 2021202
8
2021
i4sea: a big data platform for sea area monitoring and analysis of fishing vessels activity
P Tampakis, E Chondrodima, A Tritsarolis, A Pikrakis, Y Theodoridis, ...Geo-Spatial Information Science 25 (2), 132-154, 2022202
7
2022
EvolvingClusters: Online discovery of group patterns in enriched maritime data
GS Theodoropoulos, A Tritsarolis, Y TheodoridisMultiple-Aspect Analysis of Semantic Trajectories: First International …, 2020202
7
2020

Referred From: https://scholar.google.com/citations?user=1f5twhoAAAAJ&hl=en

Cited by
Citations 13985
h-index 53
i10-index 136
Recommended Journals
Open Access Journals