376 citations
- Imperial College LondonGB47 papers
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10 papers · 1 filter
On Unique Ergodicity Of Coupled AIMD Flows
Pietro Ferraro, Jia Yuan Yu, Ramen Ghosh +4
The AIMD algorithm, which underpins the Transmission Control Protocol (TCP) for transporting data packets in communication networks, is perhaps the most successful control algorith…
Fairness in Forecasting of Observations of Linear Dynamical Systems
Quan Zhou, Jakub Marecek, Robert N. Shorten
In machine learning, training data often capture the behaviour of multiple subgroups of some underlying human population. This behaviour can often be modelled as observations of an…
WikiLink: an encyclopedia-based semantic network for design innovation
Haoyu Zuo, Qianzhi Jing, Tianqi Song +4
Data-driven design and innovation is a process to reuse and provide valuable and useful information. However, existing semantic networks for design innovation is built on data sour…
Herd Routes: A Preventative IoT-Based System for Improving Female Pedestrian Safety on City Streets
Madeleine Woodburn, Wynita M. Griggs, Jakub Marecek +1
Over two thirds of women of all ages in the UK have experienced some form of sexual harassment in a public space. Recent tragic incidents involving female pedestrians have highligh…
Sustainably Grown: The Underdog Robots of the Future
Stoyan K. Smoukov
It is hard to imagine with the progress in robotics that current approaches are lacking somewhere, yet they will not be applicable to the majority of robots in the near future. We…
Strategic Coalition for Data Pricing in IoT Data Markets
Shashi Raj Pandey, Pierre Pinson, Petar Popovski
This paper considers a market for trading Internet of Things (IoT) data that is used to train machine learning models. The data, either raw or processed, is supplied to the market…