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  • Inside Case-Based Reasoning

    Series series Artificial Intelligence Series
    Introducing issues in dynamic memory and case-based reasoning, this comprehensive volume presents extended descriptions of four major programming efforts conducted at Yale during the past several years. Each descriptive chapter is followed by a companion chapter containing the micro program version of the information.The authors emphasize that the only true way to learn and understand any AI ... Leer más

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  • The Discipline of Organizing

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    A framework for the theory and practice of organizing that integrates the concepts and methods of information organization and information retrieval.Organizing is such a common activity that we often do it without thinking much about it. In our daily lives we organize physical things—books on shelves, cutlery in kitchen drawers—and digital things—Web pages, MP3 files, scientific datasets. Millions ... Leer más

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  • Marketing Data Science

    Modeling Techniques in Predictive Analytics with R and Python

    de Thomas Miller ...
    Series series FT Press Analytics
    Now***,*** a leader of Northwestern University's prestigious analytics program presents a fully-integrated treatment of both the business and academic elements of marketing applications in predictive analytics. Writing for both managers and students, Thomas W. Miller explains essential concepts, principles, and theory in the context of real-world applications.Building on Miller's pioneering ... Leer más

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  • Text as Data

    A New Framework for Machine Learning and the Social Sciences

    A guide for using computational text analysis to learn about the social worldFrom social media posts and text messages to digital government documents and archives, researchers are bombarded with a deluge of text reflecting the social world. This textual data gives unprecedented insights into fundamental questions in the social sciences, humanities, and industry. Meanwhile new machine learning ... Leer más

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  • Quantitative Intelligence Analysis

    Applied Analytic Models, Simulations, and Games

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    Series series Security and Professional Intelligence Education Series
    Quantitative Intelligence Analysis describes the model-based method of intelligence analysis that represents the analyst’s mental models of a subject, as well as the analyst’s reasoning process exposing what the analyst believes about the subject, and how they arrived at those beliefs and converged on analytic judgments. It includes:Specific methods of explicitly representing the analyst’s mental ... Leer más

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  • Interpretable Machine Learning with Python

    Learn to build interpretable high-performance models with hands-on real-world examples

    de Serg Masís ...
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  • Modeling Techniques in Predictive Analytics

    Business Problems and Solutions with R

    Series series FT Press Analytics
    Today, successful firms compete and win based on analytics. Modeling Techniques in Predictive Analytics brings together all the concepts, techniques, and R code you need to excel in any role involving analytics. Thomas W. Miller’s unique balanced approach combines business context and quantitative tools, appealing to managers, analysts, programmers, and students alike. Miller addresses multiple ... Leer más

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  • New Advances in Intelligence and Security Informatics

    The Intelligent Systems Series comprises titles that present state of the art knowledge and the latest advances in intelligent systems. Its scope includes theoretical studies, design methods, and real-world implementations and applications. Traditionally, Intelligence and Security Informatics (ISI) research and applications have focused on information sharing and data mining, social network ... Leer más

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  • Web and Network Data Science

    Modeling Techniques in Predictive Analytics

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    Master modern web and network data modeling: both theory and applications. In Web and Network Data Science, a top faculty member of Northwestern University’s prestigious analytics program presents the first fully-integrated treatment of both the business and academic elements of web and network modeling for predictive analytics.Some books in this field focus either entirely on business issues (e.g ... Leer más

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  • Data Mining Methods for the Content Analyst

    An Introduction to the Computational Analysis of Content

    de Kalev Leetaru ...
    Series series Routledge Communication Series
    With continuous advancements and an increase in user popularity, data mining technologies serve as an invaluable resource for researchers across a wide range of disciplines in the humanities and social sciences. In this comprehensive guide, author and research scientist Kalev Leetaru introduces the approaches, strategies, and methodologies of current data mining techniques, offering insights for ... Leer más

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  • Engineering Design

    Representation and Reasoning

    Contrary to popular mythology, the designs of favorable products and successful systems do not appear suddenly, or magically. This second edition of Engineering Design demonstrates that symbolic representation and related problem-solving methods, offer significant opportunities to clarify and articulate concepts of design to lay a better framework for design research and design education. ... Leer más

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