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Researcher profile

Michael A. Lones

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Neural-Guided Particle Swarm optimization

    2020

    In this paper, we present a new form of particle swarm optimisation (PSO) in which each particle uses an artificial neural network (ANN) to guide its movements. Information about each of the particle's informants is …

  2. How to avoid machine learning pitfalls: a guide for academic researchers

    2021 · arXiv (Cornell University)

    Mistakes in machine learning practice are commonplace, and can result in a loss of confidence in the findings and products of machine learning. This guide outlines common mistakes that occur when using machine learning, and …