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Cycling and walking as means of transport - current review of the research

Related publications (40)

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Accurate human trajectory prediction is crucial for applications such as autonomous vehicles, robotics, and surveillance systems. Yet, existing models often fail to fully leverage the non-verbal social cues human subconsciously communicate when navigating ...

2024

From Prediction to Prevention: Leveraging Deep Learning in Traffic Accident Prediction Systems

Zhixiong Jin

We propose a novel system leveraging deep learning-based methods to predict urban traffic accidents and estimate their severity. The major challenge is the data imbalance problem in traffic accident prediction. The problem is caused by numerous zero values ...

Basel2023

Modelling mode dependent lane discipline in hybrid traffic

Nikolaos Geroliminis, Georgios Anagnostopoulos

Time to collision (TTC) is a key indicator of human locomotion, encompassing both pedestrian and vehicular traffic. Applications of the TTC concept span a wide spectrum from safety to traffic flow dynamics. However, there exists no generic formulation for ...

2023

Examining African contributions to global health: Reflections on knowledge circulation and innovation

Jérôme Chenal, Vitor Pessoa Colombo, Akuto Akpedze Konou, Jürg Utzinger, Julia Tischler

This article unites different disciplinary debates on ‘southern innovation’, ‘theory from the South’, and ‘decolonisation of knowledge’ in order to discuss existing understandings around the role of Africa in the production of health-related knowledge, pub ...

2022

SARS-CoV-2 epidemiological model based on socio economic variables in Switzerland

Michel Bierlaire, Cloe Cortes Balcells, Rico Krüger

Existing epidemiological models analyze the transmission of infectious diseases considering a perfect homogenous population. However, the COVID-19 emergency has shown the importance of considering activity-travel behavior when studying the spreading of the ...

2022

Multivariate time series forecasting for freeway networks

Semin Kwak

This dissertation introduces traffic forecasting methods for different network configurations and data availability.Chapter 2 focuses on single freeway cases.Although its topology is simple, the non-linearity of traffic features makes this prediction still ...

EPFL2022

In this thesis, we present a theory of value for the design and analysis of service ecosystems. The theory is based on general systems thinking. The concept of a system is used for relating knowledge from different disciplines (such as software engineering ...

EPFL2022

Horizontal Healing

Anja Fröhlich

A Concideration of Typologies for Housing the Sick as a Spatial Manifestation of knowledge. ...

EPFL Press2022

Could deliberative democracy, and specifically citizens' assemblies be applied to engaging the broad population on public health? The experience of the Academic Citizens’ Assembly on climate and sufficiency is promising. How could this be adapted for impro ...

2022

Fine-grained population mapping from coarse census counts and open geodata

Devis Tuia, Benjamin Alexander Kellenberger, Muhammad Imran

Fine-grained population maps are needed in several domains, like urban planning, environmental monitoring, public health, and humanitarian operations. Unfortunately, in many countries only aggregate census counts over large spatial units are collected, mor ...

2022