248 citations · 416 across the 27 of their papers we have counts for
4 papers · 1 filter
Combining Machine Learning and Human Experts to Predict Match Outcomes in Football: A Baseline Model
Ryan Beal, Stuart E. Middleton, Timothy J. Norman +1
In this paper, we present a new application-focused benchmark dataset and results from a set of baseline Natural Language Processing and Machine Learning models for prediction of m…
Mechanism Design for Efficient Online and Offline Allocation of Electric Vehicles to Charging Stations
Emmanouil Rigas, Enrico Gerding, Sebastian Stein +2
We study the problem of allocating Electric Vehicles (EVs) to charging stations and scheduling their charging. We develop offline and online solutions that treat EV users as self-i…
Optimising Game Tactics for Football
Ryan Beal, Georgios Chalkiadakis, Timothy J. Norman +1
In this paper we present a novel approach to optimise tactical and strategic decision making in football (soccer). We model the game of football as a multi-stage game which is made…
Anytime and Efficient Coalition Formation with Spatial and Temporal Constraints
Luca Capezzuto, Danesh Tarapore, Sarvapali D. Ramchurn
The Coalition Formation with Spatial and Temporal constraints Problem (CFSTP) is a multi-agent task scheduling problem where the tasks are spatially distributed, with deadlines and…