Artificial Intelligence And Statistics

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Artificial Intelligence And Statistics

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Author : William A. Gale
language : en
Publisher: Addison Wesley Publishing Company
Release Date : 1986

Artificial Intelligence And Statistics written by William A. Gale and has been published by Addison Wesley Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Computers categories.

A statistical view of uncertainty in expert systems. Knowledge, decision making, and uncertainty. Conceptual clustering and its relation to numerical taxonomy. Learning rates in supervised and unsupervised intelligent systems. Pinpoint good hypotheses with heuristics. Artificial intelligence approaches in statistics. REX review. Representing statistical computations: toward a deeper understanding. Student phase 1: a report on work in progress. Representing statistical knowledge for expert data analysis systems. Environments for supporting statistical strategy. Use of psychometric tools for knowledge acquisition: a case study. The analysis phase in development of knowledge based systems. Implementation and study of statistical strategy. Patterns in statisticalstrategy. A DIY guide to statistical strategy. An alphabet for statistician's expert systems.

Revolutionary Mathematics

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Author : Justin Joque
language : en
Publisher: Verso Books
Release Date : 2022-01-11

Revolutionary Mathematics written by Justin Joque and has been published by Verso Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-11 with Political Science categories.

Traces the revolution in statistics that gave rise to artificial intelligence and predictive algorithms refiguring contemporary capitalism. Our finances, politics, media, opportunities, information, shopping and knowledge production are mediated through algorithms and their statistical approaches to knowledge; increasingly, these methods form the organizational backbone of contemporary capitalism. Revolutionary Mathematics traces the revolution in statistics and probability that has quietly underwritten the explosion of machine learning, big data and predictive algorithms that now decide many aspects of our lives. Exploring shifts in the philosophical understanding of probability in the late twentieth century, Joque shows how this was not merely a technical change but a wholesale philosophical transformation in the production of knowledge and the extraction of value. This book provides a new and unique perspective on the dangers of allowing artificial intelligence and big data to manage society. It is essential reading for those who want to understand the underlying ideological and philosophical changes that have fueled the rise of algorithms and convinced so many to blindly trust their outputs, reshaping our current political and economic situation.

Artificial Intelligence Frontiers In Statistics

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Author : D. J. Hand
language : en
Publisher: Springer
Release Date : 2013-08-22

Artificial Intelligence Frontiers In Statistics written by D. J. Hand and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-22 with Mathematics categories.

Artificial Intelligence And Statistics 2001

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Author : Tommi Sakari Jaakkola
language : en
Publisher: Morgan Kaufmann
Release Date : 2001

Artificial Intelligence And Statistics 2001 written by Tommi Sakari Jaakkola and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Computers categories.

Artificial Intelligence and Statistics 2001: Proceedings of the Eighth Internatinoal Workshop.

Elements Of Data Science Machine Learning And Artificial Intelligence Using R

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Author : Frank Emmert-Streib
language : en
Publisher: Springer Nature
Release Date : 2023-10-03

Elements Of Data Science Machine Learning And Artificial Intelligence Using R written by Frank Emmert-Streib and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-03 with Technology & Engineering categories.

The textbook provides students with tools they need to analyze complex data using methods from data science, machine learning and artificial intelligence. The authors include both the presentation of methods along with applications using the programming language R, which is the gold standard for analyzing data. The authors cover all three main components of data science: computer science; mathematics and statistics; and domain knowledge. The book presents methods and implementations in R side-by-side, allowing the immediate practical application of the learning concepts. Furthermore, this teaches computational thinking in a natural way. The book includes exercises, case studies, Q&A and examples.

Learning From Data

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Author : Doug Fisher
language : en
Publisher:
Release Date : 1996-05-01

Learning From Data written by Doug Fisher and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-05-01 with categories.

Selecting Models From Data

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Author : P Cheeseman
language : en
Publisher:
Release Date : 1994-05-27

Selecting Models From Data written by P Cheeseman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-05-27 with Artificial intelligence categories.

This volume presents a selection of papers from the Fourth International Workshop on Artificial Intelligence and Statistics. This biennial workshop brings together researchers from both fields to discuss problems of mutual interest and to compare approaches to their solution. The fourth workshop focused on the topic of selecting models from data. As the papers in this volume attest, the empirical approaches from the two separate fields have much in common yet still depart enough from one another to stimulate active interdisciplinary work. The papers cover a wide spectrum of problems in empirical modelling including model selection in general, graphical models, causal models, regression and other statistical models, and general algorithms and software tools. This timely volume will benefit all researchers with an active interest in model selection, empirical model building, or more generally the interaction between Statistics and Artificial Intelligence.

Artificial Intelligence Data Science And Applications

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Author : Yousef Farhaoui
language : en
Publisher: Springer Nature
Release Date : 2024-03-04

Artificial Intelligence Data Science And Applications written by Yousef Farhaoui and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-04 with Computers categories.

This book is to provide a comprehensive reference for professionals in the field of data science and applications: artificial intelligence, big data, IoT, and blockchain. In summary, this book is expected to function as a helpful resource and manual, enabling readers to navigate the intricate domain of artificial intelligence, the Internet of things (IoT), and blockchain in smart environments. This book covers many topics related to integrating AI, IoT, blockchain, and smart environments. It begins by laying a solid foundation, introducing each technology's fundamental concepts and principles. Subsequent chapters explore applications and real-world use cases, demonstrating how AI, IoT, and blockchain can effectively address critical challenges within data science and applications.

Interactions In Artificial Intelligence And Statistical Methods

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Author : Bob Phelps
language : en
Publisher: Gower Publishing Company, Limited
Release Date : 1987

Interactions In Artificial Intelligence And Statistical Methods written by Bob Phelps and has been published by Gower Publishing Company, Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Computers categories.

Interactions In Artificial Intelligence And Statistical Methods Proceedings

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Author : Robert Phelps
language : en
Publisher:
Release Date : 1989

Interactions In Artificial Intelligence And Statistical Methods Proceedings written by Robert Phelps and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with categories.