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

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

    Izdano 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? ...”
    Polni tekst
    Online
  3. Modern Cryptography Volume 1 od Zheng, Zhiyong

    Izdano 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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    Online
  4. Chapter Clustering students according to their proficiency: a comparison between different approaches based on item response theory models od Fabbricatore, Rosa, Palumbo, Francesco

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

    Izdano 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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    Online
  6. Memories of a Theoretical Physicist od Polchinski, Joseph

    Izdano 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. ...”
    Polni tekst
    Online
  7. Democratic Frontiers

    Izdano 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. ...”
    Polni tekst
    Online
  8. Can We Trust AI? od Chellappa, Rama

    Izdano 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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    Online
  9. Statistical Analysis of Networks od Avrachenkov, Konstantin, Dreveton, Maximilien

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

    Izdano 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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    Online