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  • Computational Approaches to Analogical Reasoning: Current Trends

    Redigeret af Henri Prade, Gilles Richard ...
    Serier serie Engineering (R0)
    Analogical reasoning is known as a powerful mode for drawing plausible conclusions and solving problems. It has been the topic of a huge number of works by philosophers, anthropologists, linguists, psychologists, and computer scientists. As such, it has been early studied in artificial intelligence, with a particular renewal of interest in the last decade.The present volume provides a structured ... Læs mere

    840,47 kr.

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  • Understanding Machine Learning

    From Theory to Algorithms

    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 ... Læs mere

    589,53 kr.

  • Foundations of Statistical Natural Language Processing

    Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as ... Læs mere

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  • Of Minds and Language

    A Dialogue with Noam Chomsky in the Basque Country

    This book presents a state-of-the-art account of what we know and would like to know about language, mind, and brain. Chapters by leading researchers in linguistics, psycholinguistics, language acquisition, cognitive neuroscience, comparative cognitive psychology, and evolutionary biology are framed by an introduction and conclusion by Noam Chomsky, who places the biolinguistic enterprise in an ... Læs mere

    164,99 kr.

  • Elements of Causal Inference

    Foundations and Learning Algorithms

    Serier serie 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 ... Læs mere

    267,36 kr.

  • The Handbook of Computational Linguistics and Natural Language Processing

    Serier serie Blackwell Handbooks in Linguistics
    This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP).Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forwardIncludes an introduction to the major theoretical issues in these fields, as well as the central engineering ... Læs mere

    387,24 kr.

  • Statistical Machine Translation

    af Philipp Koehn ...
    The dream of automatic language translation is now closer thanks to recent advances in the techniques that underpin statistical machine translation. This class-tested textbook from an active researcher in the field, provides a clear and careful introduction to the latest methods and explains how to build machine translation systems for any two languages. It introduces the subject's building blocks ... Læs mere

    770,31 kr.

  • The Learning and Teaching of Algebra

    Ideas, Insights and Activities

    Serier serie IMPACT: Interweaving Mathematics Pedagogy and Content for Teaching
    IMPACT (Interweaving Mathematics Pedagogy and Content for Teaching) is an exciting new series of texts for teacher education which aims to advance the learning and teaching of mathematics by integrating mathematics content with the broader research and theoretical base of mathematics education.The Learning and Teaching of Algebra provides a pedagogical framework for the teaching and learning of ... Læs mere

    482,70 kr.

  • A Theory of Syntax

    Minimal Operations and Universal Grammar

    Human language seems to have arisen roughly within the last 50-100,000 years. In evolutionary terms, this is the mere blink of an eye. If this is correct, then much of what we consider distinctive to language must in fact involve operations available in pre-linguistic cognitive domains. In this book Norbert Hornstein, one of the most influential linguists working on syntax, discusses a topical set ... Læs mere

    424,46 kr.

  • Contagious Architecture

    Computation, Aesthetics, and Space

    Serier serie Technologies of Lived Abstraction
    A proposal that algorithms are not simply instructions to be performed but thinking entities that construct digital spatio-temporalities.In Contagious Architecture, Luciana Parisi offers a philosophical inquiry into the status of the algorithm in architectural and interaction design. Her thesis is that algorithmic computation is not simply an abstract mathematical tool but constitutes a mode of ... Læs mere

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  • Statistical Relational Artificial Intelligence

    Logic, Probability, and Computation

    Serier serie Synthesis Lectures on Artificial Intelligence and Machine Learning
    An intelligent agent interacting with the real world will encounter individual people, courses, test results, drugs prescriptions, chairs, boxes, etc., and needs to reason about properties of these individuals and relations among them as well as cope with uncertainty. Uncertainty has been studied in probability theory and graphical models, and relations have been studied in logic, in particular in ... Læs mere

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  • Rethinking Parameters

    Serier serie Oxford Studies in Comparative Syntax
    Parameters of linguistic variation were originally conceived, within the chomskyan Principles and Parameters Theory, as UG-determined options that were associated with grammatical principles and had a rich deductive structure. This characterization of parametric differences among languages has changed significantly over the years, especially so with the advent of Minimalism. This book collects a ... Læs mere

    353,64 kr.