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  1. Chapter Unsupervised spatial data mining for the development of future scenarios: a Covid-19 application by Calleo, Yuri, Di Zio, Simone

    Published 2022
    “…For the purpose of having a qualitative overview, we applied the bag-of-words model and a Sentiment Analysis with the Afinn and Vader algorithms. Then, in order to extrapolate the influence factors, and the relevant key factors (Kayser and Blind, 2017; 2020) the Latent Dirichlet Allocation (LDA) was used (Tong and Zhang, 2016). …”
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  2. Architecture of Advanced Numerical Analysis Systems by Wang, Liang, Zhao, Jianxin

    Published 2023
    “…What You Will Learn Optimize core operations based on N-dimensional arrays Design and implement an industry-level algorithmic differentiation module Implement mathematical optimization, regression, and deep neural network functionalities based on algorithmic differentiation Design and optimize a computation graph module, and understand the benefits it brings to the numerical computing library Accommodate the growing number of hardware accelerators (e.g. …”
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