Search Results for author: Antonios Makris

Found 3 papers, 1 papers with code

WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting

no code implementations1 May 2024 Theodoros Theodoropoulos, Angelos-Christos Maroudis, Antonios Makris, Konstantinos Tserpes

The end-product of this scientific endeavour is a novel spatio-temporal graph neural network architecture that is referred to as WEST (WEighted STacked) GCN-LSTM.

An evaluation of time series forecasting models on water consumption data: A case study of Greece

no code implementations30 Mar 2023 Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Theodora Varvarigou

Proper water distribution and forecasting of water consumption are key factors in mitigating the imbalance of supply and demand by improving operations, planning and management of water resources.

Management Time Series +1

TraClets: Harnessing the power of computer vision for trajectory classification

1 code implementation27 May 2022 Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Vania Bogorny

To this end, researchers have developed several trajectory classification algorithms over the years that are able to annotate tracking data.

Classification

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