Bridging ML and behavioural models: An overview of deep learning strategies for choice modelling: current solutions and future directions

Activiteit: Types gesprekken of presentatiesGenodigd sprekerWetenschappelijk


There have been a number of innovative approaches in utilizing deep learning strategies for choice modelling in recent years. These strategies, initially developed for deep neural networks to solve various computational and complexity problems, are now being applied to discrete choice modelling. In this 'quick-fire' presentation, I will present a brief overview of recent works which have incorporated deep learning methods into choice models, and subsequently, identify future challenges and opportunities for deep learning in choice modelling research.
Periode8 nov. 2021
Gehouden opAlan Turing Institute, Verenigd Koninkrijk
Mate van erkenningInternationaal