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Sökning: LAR1:uu > Bok > Naturvetenskap

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  • Haftor, Darek, M., 1969-, et al. (författare)
  • Information and Communication Technologies, Society and Human Beings: Theory and Framework
  • 2010. - 1
  • Bok (övrigt vetenskapligt/konstnärligt)abstract
    • There is a real need for an enlightening new volume to explore the recent developments and topical analyses of the psychological and social effects of ICT.Information and Communication Technologies, Society and Human Beings: Theory and Framework addresses the extensive area of effects of ICT on human beings and the interaction between ICT, individuals, organizations, and society. This premier reference source features contributions from over 45 distinguished researchers from around the world, each presenting high quality research on social informatics, human computer interaction, organizational behavior, and macro-ergonomics. This unique publication is perfect for students, teachers, researchers, engineers, practitioners, managers, policy-makers, and media alike.
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  • Lindholm, Andreas, et al. (författare)
  • Machine learning : a first course for engineers and scientists
  • 2022
  • Bok (övrigt vetenskapligt/konstnärligt)abstract
    • This book introduces machine learning for readers with some background in basic linear algebra, statistics, probability, and programming. In a coherent statistical framework it covers a selection of supervised machine learning methods, from the most fundamental (k-NN, decision trees, linear and logistic regression) to more advanced methods (deep neural networks, support vector machines, Gaussian processes, random forests and boosting), plus commonly-used unsupervised methods (generative modeling, k-means, PCA, autoencoders and generative adversarial networks). Careful explanations and pseudo-code are presented for all methods. The authors maintain a focus on the fundamentals by drawing connections between methods and discussing general concepts such as loss functions, maximum likelihood, the bias-variance decomposition, ensemble averaging, kernels and the Bayesian approach along with generally useful tools such as regularization, cross validation, evaluation metrics and optimization methods. The final chapters offer practical advice for solving real-world supervised machine learning problems and on ethical aspects of modern machine learning
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  • Skov, Henrik, et al. (författare)
  • Waterbird Populations and Pressures in the Baltic Sea
  • 2011
  • Bok (refereegranskat)abstract
    • This report outlines the results of the internationally coordinated census of wintering waterbirds in the Baltic Sea 2007-2009 undertaken under the SOWBAS project (Status of wintering Waterbird populations in the Baltic Sea). The estimated total number of wintering waterbirds was 4.41 million compared to 7.44 million during the last co-ordinated census 1992-1993.  Despite the general declines stable or increasing populations of herbivorous species were recorded. While benthic carnivores with a coastal distribution have either shown moderate declines, stable or increasing populations seaducks with an offshore distribution have declined seriously.
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  • Ziemann, Volker (författare)
  • Physics and Finance
  • 2021
  • Bok (refereegranskat)abstract
    • This book introduces physics students to concepts and methods of finance. Despite being perceived as quite distant from physics, finance shares a number of common methods and ideas, usually related to noise and uncertainties. Juxtaposing the key methods to applications in both physics and finance articulates both differences and common features, this gives students a deeper understanding of the underlying ideas. Moreover, they acquire a number of useful mathematical and computational tools, such as stochastic differential equations, path integrals, Monte-Carlo methods, and basic cryptology. Each chapter ends with a set of carefully designed exercises enabling readers to test their comprehension.
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  • Fridenfalk, Mikael, 1971- (författare)
  • Cellular Automata in Modular Space : Rigid Systems – Volume I – Number I
  • 2015. - 1
  • Bok (övrigt vetenskapligt/konstnärligt)abstract
    • This book series presents a new type of cellular automata for 2D pattern generation, characterized by a high reproduction rate, in combination with the application of a small-sized 2D modular square lattice. The presented patterns are in the spirit of mathematical minimalism, generated from rudimentary kernels and a minimal set of rules. In similarity with fractals, this new concept could provide for the generation of patterns and geometries with applications in areas such as, visual arts, logo design, architecture, and game design.
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