118 citations · 185 across the 7 of their papers we have counts for
7 papers
On Electric Vehicle Energy Demand Forecasting and the Effect of Federated Learning
Andreas Tritsarolis, Gil Sampaio, Nikos Pelekis +1
The wide spread of new energy resources, smart devices, and demand side management strategies has motivated several analytics operations, from infrastructure load modeling to user…
On Vessel Location Forecasting and the Effect of Federated Learning
Andreas Tritsarolis, Nikos Pelekis, Konstantina Bereta +2
The wide spread of Automatic Identification System (AIS) has motivated several maritime analytics operations. Vessel Location Forecasting (VLF) is one of the most critical operatio…
Scalable Distributed Subtrajectory Clustering
Panagiotis Tampakis, Nikos Pelekis, Christos Doulkeridis +1
Trajectory clustering is an important operation of knowledge discovery from mobility data. Especially nowadays, the need for performing advanced analytic operations over massively…
Distributed Subtrajectory Join on Massive Datasets
Panagiotis Tampakis, Christos Doulkeridis, Nikos Pelekis +1
Joining trajectory datasets is a significant operation in mobility data analytics and the cornerstone of various methods that aim to extract knowledge out of them. In the era of Bi…
Moving Objects Analytics: Survey on Future Location & Trajectory Prediction Methods
Harris Georgiou, Sophia Karagiorgou, Yannis Kontoulis +4
The tremendous growth of positioning technologies and GPS enabled devices has produced huge volumes of tracking data during the recent years. This source of information constitutes…
Online Event Recognition from Moving Vessel Trajectories
Kostas Patroumpas, Elias Alevizos, Alexander Artikis +3
We present a system for online monitoring of maritime activity over streaming positions from numerous vessels sailing at sea. It employs an online tracking module for detecting imp…
Optimal Time-dependent Sequenced Route Queries in Road Networks
Camila F. Costa, Mario A. Nascimento, Jose A. F. Macedo +3
In this paper we present an algorithm for optimal processing of time-dependent sequenced route queries in road networks, i.e., given a road network where the travel time over an ed…