160 citations · 344 across the 10 of their papers we have counts for
10 papers
Uncovering the Spatial and Temporal Variability of Wind Resources in Europe: A Web-Based Data-Mining Tool
Alban Puech, Jesse Read
We introduce REmap-eu.app, a web-based data-mining visualization tool of the spatial and temporal variability of wind resources. It uses the latest open-access dataset of the daily…
An Improved Yaw Control Algorithm for Wind Turbines via Reinforcement Learning
Alban Puech, Jesse Read
Yaw misalignment, measured as the difference between the wind direction and the nacelle position of a wind turbine, has consequences on the power output, the safety and the lifetim…
Learning from Data Streams: An Overview and Update
Jesse Read, Indrė Žliobaitė
The literature on machine learning in the context of data streams is vast and growing. However, many of the defining assumptions regarding data-stream learning tasks are too strong…
Estimating Multi-label Accuracy using Labelset Distributions
Laurence A. F. Park, Jesse Read
A multi-label classifier estimates the binary label state (relevant vs irrelevant) for each of a set of concept labels, for any given instance. Probabilistic multi-label classifier…
From Multi-label Learning to Cross-Domain Transfer: A Model-Agnostic Approach
Jesse Read
In multi-label learning, a particular case of multi-task learning where a single data point is associated with multiple target labels, it was widely assumed in the literature that,…
Isomorphic Cross-lingual Embeddings for Low-Resource Languages
Sonal Sannigrahi, Jesse Read
Cross-Lingual Word Embeddings (CLWEs) are a key component to transfer linguistic information learnt from higher-resource settings into lower-resource ones. Recent research in cross…