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researcher

G. Coghill

3 papers hereh-index 171.2k citations141 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

most citedA Novel Genetic Algorithm with Hierarchical Evaluation Strategy for Hyperparameter Optimisation of Graph Neural Networks

11 citations · 11 across the 1 of their papers we have counts for

collaborators

3 papers

cs.AI2021

A Survey on Physarum Polycephalum Intelligent Foraging Behaviour and Bio-Inspired Applications

Abubakr Awad, Wei Pang, David Lusseau +1

In recent years, research on Physarum polycephalum has become more popular after Nakagaki et al. (2000) performed their famous experiment showing that Physarum was able to find the…

cs.LG2021★ 11 cited

A Novel Genetic Algorithm with Hierarchical Evaluation Strategy for Hyperparameter Optimisation of Graph Neural Networks

Yingfang Yuan, Wenjun Wang, George M. Coghill +1

Graph representation of structured data can facilitate the extraction of stereoscopic features, and it has demonstrated excellent ability when working with deep learning systems, t…

cs.NE2019

ImmuNeCS: Neural Committee Search by an Artificial Immune System

Luc Frachon, Wei Pang, George M. Coghill

Current Neural Architecture Search techniques can suffer from a few shortcomings, including high computational cost, excessive bias from the search space, conceptual complexity or…

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