Search Results for author: Panos Liatsis

Found 4 papers, 3 papers with code

SwinUNet3D -- A Hierarchical Architecture for Deep Traffic Prediction using Shifted Window Transformers

1 code implementation17 Jan 2022 Alabi Bojesomo, Hasan Al Marzouqi, Panos Liatsis

Traffic forecasting is an important element of mobility management, an important key that drives the logistics industry.

Time Series Traffic Prediction

Traffic flow prediction using Deep Sedenion Networks

1 code implementation7 Dec 2020 Alabi Bojesomo, Panos Liatsis, Hasan Al Marzouqi

The sedenion output of the network is used to represent the multimodal traffic predictions.

Multi-Task Learning Traffic Prediction

Analysing the impact of global demographic characteristics over the COVID-19 spread using class rule mining and pattern matching

no code implementations27 Sep 2020 Wasiq Khan, Abir Hussain, Sohail Ahmed Khan, Mohammed Al-Jumailey, Raheel Nawaz, Panos Liatsis

Since the coronavirus disease (COVID-19) outbreak in December 2019, studies have been addressing diverse aspects in relation to COVID-19 and Variant of Concern 202012/01 (VOC 202012/01) such as potential symptoms and predictive tools.

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