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“branko ristic”

Showing 1 - 12 of 12 results for “branko ristic”
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  • Particle Filters for Random Set Models

    by Branko Ristic ...
    This book discusses state estimation of stochastic dynamic systems from noisy measurements, specifically sequential Bayesian estimation and nonlinear or stochastic filtering. The class of solutions presented in this book is based on the Monte Carlo statistical method. Although the resulting algorithms, known as particle filters, have been around for more than a decade, the recent theoretical ... Read more

    $134.09 USD

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  • Python for Probability, Statistics, and Machine Learning

    by José Unpingco ...
    Series series Engineering (R0)
    This book, fully updated for Python version 3.6+, covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. All the figures and numerical results are reproducible using the Python codes provided. The author develops key intuitions in machine learning by working meaningful examples using multiple analytical methods and Python codes ... Read more

    $107.09 USD

  • Core Concepts in Data Analysis: Summarization, Correlation and Visualization

    by Boris Mirkin ...
    Series series Computer Science (R0)
    Core Concepts in Data Analysis: Summarization, Correlation and Visualizationprovides in-depth descriptions of those data analysis approaches that either summarize data (principal component analysis and clustering, including hierarchical and network clustering) or correlate different aspects of data (decision trees, linear rules, neuron networks, and Bayes rule).Boris Mirkin takes an unconventional ... Read more

    $31.49 USD

  • Algorithms for Data Science

    by Brian Steele, John Chandler, Swarna Reddy ...
    Series series Computer Science (R0)
    This textbook on practical data analytics unites fundamental principles, algorithms, and data. Algorithms are the keystone of data analytics and the focal point of this textbook. Clear and intuitive explanations of the mathematical and statistical foundations make the algorithms transparent. But practical data analytics requires more than just the foundations. Problems and data are enormously ... Read more

    $62.99 USD

  • Poisson Point Processes

    Imaging, Tracking, and Sensing

    by Roy L. Streit ...
    Series series Engineering (R0)
    "Poisson Point Processes provides an overview of non-homogeneous and multidimensional Poisson point processes and their numerous applications. Readers will find constructive mathematical tools and applications ranging from emission and transmission computed tomography to multiple target tracking and distributed sensor detection, written from an engineering perspective. A valuable discussion of the ... Read more

    $143.09 USD

  • Statistical Methods for Spoken Dialogue Management

    by Blaise Thomson ...
    Series series Engineering (R0)
    Speech is the most natural mode of communication and yet attempts to build systems which support robust habitable conversations between a human and a machine have so far had only limited success. A key reason is that current systems treat speech input as equivalent to a keyboard or mouse, and behaviour is controlled by predefined scripts that try to anticipate what the user will say and act ... Read more

    $89.09 USD

  • Dynamic Quality Management for Cloud Labor Services

    Methods and Applications for Gaining Reliable Work Results with an On-Demand Workforce

    by Robert Kern ...
    Series series Computer Science (R0)
    How can a scalable and efficient quality management mechanism for cloud labor services be designed in a way that it delivers results with a well-defined level of quality to the requester?Cloud labor services are a specific form of crowdsourcing: A coordination platform serves as an interface between requesters who need to get work done and a large crowd of workers who want to perform work. An ... Read more

    $49.49 USD

  • Journeys to Data Mining

    Experiences from 15 Renowned Researchers

    Edited by Mohamed Medhat Gaber ...
    Series series Computer Science (R0)
    Data mining, an interdisciplinary field combining methods from artificial intelligence, machine learning, statistics and database systems, has grown tremendously over the last 20 years and produced core results for applications like business intelligence, spatio-temporal data analysis, bioinformatics, and stream data processing.The fifteen contributors to this volume are successful and well-known ... Read more

    $49.49 USD

  • Guide to Computational Modelling for Decision Processes

    Theory, Algorithms, Techniques and Applications

    Edited by Stuart Berry, Val Lowndes, Marcello Trovati ...
    Series series Computer Science (R0)
    This interdisciplinary reference and guide provides an introduction to modeling methodologies and models which form the starting point for deriving efficient and effective solution techniques, and presents a series of case studies that demonstrate how heuristic and analytical approaches may be used to solve large and complex problems. Topics and features: introduces the key modeling methods and ... Read more

    $49.49 USD

  • Quantitative Evaluation of Systems

    14th International Conference, QEST 2017, Berlin, Germany, September 5-7, 2017, Proceedings

    Edited by Nathalie Bertrand, Luca Bortolussi ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the proceedings of the 14th International Conference on Quantitative Evaluation Systems, QEST 2017, held in Berlin, Germany, in September 2017.The 20 full papers and 4 tool papers presented were carefully reviewed and selected From 58 submissions. The papers are organized in topical sections entitled: probabilistic modeling; smart energy systems over the cloud; Petri nets and ... Read more

    $49.49 USD

  • Algorithmic Game Theory

    9th International Symposium, SAGT 2016, Liverpool, UK, September 19–21, 2016, Proceedings

    Edited by Martin Gairing, Rahul Savani ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 9th International Symposium on Algorithmic Game Theory, SAGT 2016, held in Liverpool, UK, in September 2016.The 26 full papers presented together with 2 one-page abstracts were carefully reviewed and selected from 62 submissions.The accepted submissions cover various important aspectsof algorithmic game theory such as computational aspects of ... Read more

    $49.49 USD

  • Basic Elements of Computational Statistics

    by Yarema Okhrin, Ostap Okhrin, Wolfgang Karl Härdle ...
    Series series Mathematics and Statistics (R0)
    This textbook on computational statistics presents tools and concepts of univariate and multivariate statistical data analysis with a strong focus on applications and implementations in the statistical software R. It covers mathematical, statistical as well as programming problems in computational statistics and contains a wide variety of practical examples. In addition to the numerous R sniplets ... Read more

    $62.99 USD