76 citations · 102 across the 7 of their papers we have counts for
3 papers · 1 filter
An evaluation of time series forecasting models on water consumption data: A case study of Greece
Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes +1
In recent years, the increased urbanization and industrialization has led to a rising water demand and resources, thus increasing the gap between demand and supply. Proper water di…
Context agnostic trajectory prediction based on -architecture
Evangelos Psomakelis, Konstantinos Tserpes, Dimitris Zissisc +2
Predicting the next position of movable objects has been a problem for at least the last three decades, referred to as trajectory prediction. In our days, the vast amounts of data…
Employing traditional machine learning algorithms for big data streams analysis: the case of object trajectory prediction
Angelos Valsamis, Konstantinos Tserpes, Dimitrios Zissis +2
In this paper, we model the trajectory of sea vessels and provide a service that predicts in near-real time the position of any given vessel in 4', 10', 20' and 40' time intervals.…