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1 - 12 de 12 resultados para “bernhard scholkopf”
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  • Handbook of Statistical Bioinformatics

    Edición de Henry Horng-Shing Lu, Bernhard Schölkopf, Martin T. Wells, Hongyu Zhao ...
    Series series Mathematics and Statistics (R0)
    Now in its second edition, this handbook collects authoritative contributions on modern methods and tools in statistical bioinformatics with a focus on the interface between computational statistics and cutting-edge developments in computational biology. The three parts of the book cover statistical methods for single-cell analysis, network analysis, and systems biology, with contributions by ... Leer más

    $188.09 USD

  • Elements of Causal Inference

    Foundations and Learning Algorithms

    de Jonas Peters, Dominik Janzing, Bernhard Scholkopf ...
    Series series Adaptive Computation and Machine Learning series
    A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a self-contained and concise introduction to causal models and how to learn them from data.After explaining the ... Leer más

    $27.99 USD

  • Handbook of Statistical Bioinformatics

    Edición de Henry Horng-Shing Lu, Bernhard Schölkopf, Hongyu Zhao ...
    Series series Mathematics and Statistics (R0)
    Numerous fascinating breakthroughs in biotechnology have generated large volumes and diverse types of high throughput data that demand the development of efficient and appropriate tools in computational statistics integrated with biological knowledge and computational algorithms. This volume collects contributed chapters from leading researchers to survey the many active research topics and ... Leer más

    $188.99 USD

  • Empirical Inference

    Festschrift in Honor of Vladimir N. Vapnik

    Edición de Zhiyuan Luo, Vladimir Vovk, Bernhard Schölkopf ...
    Series series Computer Science (R0)
    This book honours the outstanding contributions of Vladimir Vapnik, a rare example of a scientist for whom the following statements hold true simultaneously: his work led to the inception of a new field of research, the theory of statistical learning and empirical inference; he has lived to see the field blossom; and he is still as active as ever. He started analyzing learning algorithms in the ... Leer más

    $49.49 USD

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  • Statistics and Informatics in Molecular Cancer Research

    Edición de Carsten Wiuf, Claus L. Andersen ...
    Molecular understanding of cancer and cancer progression is at the forefront of many research programs today. High-throughput array technologies and other modern molecular techniques produce a wealth of molecular data about the structure, and function of cells, tissues, and organisms. Correctly analyzed and interpreted these data hold the promise of bringing new markers for prognostic and ... Leer más

    $57.59 USD

  • Statistical Bioinformatics with R

    de Sunil K. Mathur ...
    Statistical Bioinformatics provides a balanced treatment of statistical theory in the context of bioinformatics applications. Designed for a one or two semester senior undergraduate or graduate bioinformatics course, the text takes a broad view of the subject – not just gene expression and sequence analysis, but a careful balance of statistical theory in the context of bioinformatics applications. ... Leer más

    $49.99 USD

  • Algorithms in Computational Molecular Biology

    Techniques, Approaches and Applications

    de Yi Pan ...
    Series Libro 21 - Wiley Series in Bioinformatics
    This book represents the most comprehensive and up-to-date collection of information on the topic of computational molecular biology. Bringing the most recent research into the forefront of discussion, Algorithms in Computational Molecular Biology studies the most important and useful algorithms currently being used in the field, and provides related problems. It also succeeds where other titles ... Leer más

    $168.00 USD

  • The Phylogenetic Handbook

    A Practical Approach to Phylogenetic Analysis and Hypothesis Testing

    Edición de Philippe Lemey, Marco Salemi, Anne-Mieke Vandamme ...
    The Phylogenetic Handbook is a broad, hands on guide to theory and practice of nucleotide and protein phylogenetic analysis. This second edition includes six new chapters, covering topics such as Bayesian inference, tree topology testing and the impact of recombination on phylogenies, as well as a detailed section on molecular adaptation. The book has a stronger focus on hypothesis testing than ... Leer más

    $67.99 USD

  • Molecular Evolution

    A Statistical Approach

    de Ziheng Yang ...
    Studies of evolution at the molecular level have experienced phenomenal growth in the last few decades, due to rapid accumulation of genetic sequence data, improved computer hardware and software, and the development of sophisticated analytical methods. The flood of genomic data has generated an acute need for powerful statistical methods and efficient computational algorithms to enable their ... Leer más

    $75.99 USD

  • Advances in Statistical Bioinformatics

    Models and Integrative Inference for High-Throughput Data

    Edición de Kim-Anh Do, Zhaohui Steve Qin, Marina Vannucci ...
    Providing genome-informed personalized treatment is a goal of modern medicine. Identifying new translational targets in nucleic acid characterizations is an important step toward that goal. The information tsunami produced by such genome-scale investigations is stimulating parallel developments in statistical methodology and inference, analytical frameworks, and computational tools. Within the ... Leer más

    $164.99 USD

  • Understanding Machine Learning

    From Theory to Algorithms

    de Shai Shalev-Shwartz, Shai Ben-David ...
    Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these principles into practical ... Leer más

    $61.99 USD

  • Causal Inference in Statistics

    A Primer

    de Judea Pearl, Madelyn Glymour, Nicholas P. Jewell ...
    CAUSAL INFERENCE IN STATISTICSA PrimerCausality is central to the understanding and use of data. Without an understanding of cause–effect relationships, we cannot use data to answer questions as basic as "Does this treatment harm or help patients?" But though hundreds of introductory texts are available on statistical methods of data analysis, until now, no beginner-level book has been written ... Leer más

    $42.00 USD