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About the Book and Supporting Material

Željko Ivezi, Andrew J. Connolly, Jacob T. VanderPlas, Alexander Gray, Željko Ivezi, Andrew J. Connolly, Jacob T. VanderPlas, and Alexander Gray

in Statistics, Data Mining, and Machine Learning in Astronomy: A Practical Python Guide for the Analysis of Survey Data

Published in print:
2014
Published Online:
October 2017
ISBN:
9780691151687
eISBN:
9781400848911
Item type:
chapter
Publisher:
Princeton University Press
DOI:
10.23943/princeton/9780691151687.003.0001
Subject:
Physics, Particle Physics / Astrophysics / Cosmology

This chapter begins by discussing the meaning of data mining, machine learning, and knowledge discovery. Data mining, machine learning, and knowledge discovery refer to research areas which can all ... More


Supporting Innovative Construction of Explanatory Scientific Models

Will Bridewell, Stuart R. Borrett, and Pat Langley

in Tools for Innovation

Published in print:
2009
Published Online:
September 2009
ISBN:
9780195381634
eISBN:
9780199870264
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195381634.003.0011
Subject:
Psychology, Cognitive Psychology

Scientific modeling is a creative activity that can benefit from computational support. This chapter reports five challenges that arise in developing such aids, as illustrated by PROMETHEUS, a ... More


Motif Discovery in Protein Structure Databases

Janice Glasgow and Evan Steeg

in Pattern Discovery in Biomolecular Data: Tools, Techniques, and Applications

Published in print:
1999
Published Online:
November 2020
ISBN:
9780195119404
eISBN:
9780197561256
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780195119404.003.0011
Subject:
Computer Science, Systems Analysis and Design

The field of knowledge discovery is concerned with the theory and processes involved in the representation and extraction of patterns or motifs from large ... More


Dynamic Governance: Polycentricity and Knowledge Processes

Paul Dragos Aligica, Peter J. Boettke, and Vlad Tarko

in Public Governance and the Classical-Liberal Perspective: Political Economy Foundations

Published in print:
2019
Published Online:
June 2019
ISBN:
9780190267032
eISBN:
9780190267063
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780190267032.003.0004
Subject:
Economics and Finance, Public and Welfare

Chapter 3 present a set of key notions to be employed in framing and approaching the dynamic governance process, and the phenomena associated with it, in ways that are particularly relevant for ... More


Automated Text Processing and Data Mining

Maurizio Borghi and Stavroula Karapapa

in Copyright and Mass Digitization

Published in print:
2013
Published Online:
May 2013
ISBN:
9780199664559
eISBN:
9780191758409
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199664559.003.0003
Subject:
Law, Intellectual Property, IT, and Media Law

One of the most prominent features of mass digitization is the automated processing of works for various research-related and commercial purposes. This includes text mining or linguistic analysis ... More


It’s All in the Big Data: Data, Big Data, and the Grounded Theory Method

Antony Bryant

in Grounded Theory and Grounded Theorizing: Pragmatism in Research Practice

Published in print:
2017
Published Online:
January 2017
ISBN:
9780199922604
eISBN:
9780190652548
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199922604.003.0016
Subject:
Psychology, Social Psychology

Clarification of ideas around Big Data and the ways in which a clear understanding of GTM offers a sound basis for insightful use of Big Data. Anderson’s challenge – the 21st century version of naïve ... More


The Cultural Significance of k-NN

James E. Dobson

in Critical Digital Humanities: The Search for a Methodology

Published in print:
2019
Published Online:
September 2019
ISBN:
9780252042270
eISBN:
9780252051111
Item type:
chapter
Publisher:
University of Illinois Press
DOI:
10.5622/illinois/9780252042270.003.0004
Subject:
Literature, Criticism/Theory

This chapter turns to a lower level of computation to produce a cultural critique and historicization of one of the most important algorithms used in digital humanities and other big-data ... More


Patterns in Randomness

Gary Smith

in The AI Delusion

Published in print:
2018
Published Online:
November 2020
ISBN:
9780198824305
eISBN:
9780191917295
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198824305.003.0007
Subject:
Computer Science, Artificial Intelligence, Machine Learning

I do an extra-sensory perception (ESP) experiment on the first day of my statistics classes. I show the students an ordinary coin— sometimes borrowed from a ... More


Modeling Spatial Phenomena

Roman M. Krzanowski and Jonathan Raper

in Spatial Evolutionary Modeling

Published in print:
2001
Published Online:
November 2020
ISBN:
9780195135688
eISBN:
9780197561621
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780195135688.003.0010
Subject:
Computer Science, Mathematical Theory of Computation

In part II we describe some possible methods of modeling spatial phenomena with spatial evolutionary algorithms. We will explain what spatial evolutionary ... More


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