Land data assimilation of satellite‐based surface soil moisture: Impact on atmospheric simulations over the contiguous United States
Sign Up to like & getrecommendations! Published in 2025 at "Quarterly Journal of the Royal Meteorological Society"
DOI: 10.1002/qj.70052
Abstract: Coupled models, which simulate the land surface, atmosphere, and their interactions, require an accurate initialisation of each component that captures the current state of the system. In this article, we investigate the effectiveness of surface… read more here.
Keywords: initialisation; soil moisture; land; surface ... See more keywords
Understanding grammatical evolution: initialisation
Sign Up to like & getrecommendations! Published in 2017 at "Genetic Programming and Evolvable Machines"
DOI: 10.1007/s10710-017-9309-9
Abstract: Grammatical evolution is one of the most used variants of genetic programming, and ever since its introduction, several improvements have been suggested. One of these concerns the routine used to create the initial population. In… read more here.
Keywords: understanding grammatical; evolution initialisation; initialisation; grammatical evolution ... See more keywords
Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation
Sign Up to like & getrecommendations! Published in 2021 at "Journal of biomedical informatics"
DOI: 10.1016/j.jbi.2021.103728
Abstract: BACKGROUND Diagnostic or procedural coding of clinical notes aims to derive a coded summary of disease-related information about patients. Such coding is usually done manually in hospitals but could potentially be automated to improve the… read more here.
Keywords: label; initialisation; label wise; attention ... See more keywords
New unified NR power flow algorithm for initialising fixed speed wind generation system with turbine characteristics
Sign Up to like & getrecommendations! Published in 2019 at "IET Renewable Power Generation"
DOI: 10.1049/iet-rpg.2019.0049
Abstract: Fixed speed induction machine-based wind generators are widely used. Proper initialisation of the models representing fixed speed induction machine-based wind generators connected to grid is of primary concern for stability analysis. The initialisation of fixed… read more here.
Keywords: turbine characteristics; power flow; method; power ... See more keywords
An extensive empirical comparison of k-means initialisation algorithms
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3179803
Abstract: The k-means clustering algorithm, whilst widely popular, is not without its drawbacks. In this paper, we focus on the sensitivity of k-means to its initial set of centroids. Since the cluster recovery performance of k-means… read more here.
Keywords: comparison means; initialisation algorithms; empirical comparison; initialisation ... See more keywords