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  1. Machine Learning for Data Streams за авторством Bifet, Albert, Gavaldà, Ricard, Holmes, Geoff, Pfahringer, Bernhard

    Опубліковано 2022
    “...This book presents algorithms and techniques used in data stream mining and real-time analytics. ...”
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  2. Against Reduction за авторством Arista, Noelani, Costanza-Chock, Sasha, Ghazavi, Vafa, Kite, Suzanne, Klusmeier, Cathryn, Lewis, Jason Edward, Pechawis, Archer, Sawyer, Jaclyn, Zhang, Gary Zhexi, Zhang, Snoweria

    Опубліковано 2022
    “...Provocative, hopeful essays imagine a future that is not reduced to algorithms. What is human flourishing in an age of machine intelligence, when many claim that the world's most complex problems can be reduced to narrow technical questions? ...”
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  3. Modern Cryptography Volume 1 за авторством Zheng, Zhiyong

    Опубліковано 2022
    “...This open access book systematically explores the statistical characteristics of cryptographic systems, the computational complexity theory of cryptographic algorithms and the mathematical principles behind various encryption and decryption algorithms. ...”
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  4. Chapter Clustering students according to their proficiency: a comparison between different approaches based on item response theory models за авторством Fabbricatore, Rosa, Palumbo, Francesco

    Опубліковано 2022
    “...Students involved were N=944, and their ability dimensions were defined according to the domains assessed by the entrance exam, namely Humanities, Reading and Comprehension, Mathematics, Science, and English. ...”
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  5. Chapter Unsupervised spatial data mining for the development of future scenarios: a Covid-19 application за авторством Calleo, Yuri, Di Zio, Simone

    Опубліковано 2022
    “...In the initial stages of the scenario building (Framing and Scanning phases), the process requires much time and efforts to scanning data and information (reading of documents, literature review and consultation of experts) to understand more about the object of the foresight study. ...”
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  6. Memories of a Theoretical Physicist за авторством Polchinski, Joseph

    Опубліковано 2022
    “...Working on the memoir after his diagnosis, using a text-to-speech algorithm because he could no longer read words on a page, he was able to recapitulate his entire career, down to the details of problems he had worked on. ...”
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  7. Democratic Frontiers

    Опубліковано 2022
    “...Developments in the accumulation of vast private datasets that are used to train automated machine learning algorithms pose new challenges for upholding these values. ...”
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  8. Can We Trust AI? за авторством Chellappa, Rama

    Опубліковано 2022
    “...Artificial intelligence (AI) has evolved from an experimental computer algorithm used by academic researchers to a commercially reliable method of sifting through large sets of data that detect patterns not readily apparent through more rudimentary search tools. ...”
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  9. Statistical Analysis of Networks за авторством Avrachenkov, Konstantin, Dreveton, Maximilien

    Опубліковано 2023
    “...Reading Chapter 3 can also be helpful before reading Chapters 5 and 7. ...”
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  10. Architecture of Advanced Numerical Analysis Systems за авторством Wang, Liang, Zhao, Jianxin

    Опубліковано 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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