This open access book provides an introduction and an overview of learning to quantify (a.k.a. “quantification”), i.e. the task of training estimators of class proportions in unlabeled data by means of supervised learning. In data science, learning to quantify is a task of its own related to classification yet different from it, since estimating class proportions by simply classifying all d…
In this book readers will find technological discussions on the existing and emerging technologies across the different stages of the big data value chain. They will learn about legal aspects of big data, the social impact, and about education needs and requirements. And they will discover the business perspective and how big data technology can be exploited to deliver value within different se…
This open access book presents a collection of papers focusing on current 3D research challenges in the domain of digital cultural heritage. 3D technologies find considerable use within the field of cultural heritage at the beginning of the 21st century, for example in the areas of data acquisition, modeling, archiving in local repositories, harvesting in digital libraries and their long-term p…
This open access book summarizes knowledge about several file systems and file formats commonly used in mobile devices. In addition to the fundamental description of the formats, there are hints about the forensic value of possible artefacts, along with an outline of tools that can decode the relevant data. The book is organized into two distinct parts: Part I describes several differen…
An introduction to the principles of unified georeferencing, which uses placename and geospatial referencing interchangeably across all types of information storage and retrieval systems.OCLC-licensed vendor bibliographic record.
"Like most academic discourses, the Digital Humanities are a conversation in flux. Some would argue that the Digital Humanities are already a well-established field, pointing to the 20-year history of Humanities Computing. Others (me) see a new breed of academic with skills in both technology and the traditional humanities (the Platform Studies and Software Studies series), while others might i…
Every field of history has a basic need for a detailed chronology of what happened: who did what when. In the absence of such a resource, fanciful accounts flourish. This book provides a rich narrative of the early development of online information retrieval systems and services, from 1963 to 1976--a period important to anyone who uses a search engine, online catalog, or large database. Drawing…
For all the use scientists make of computers in their work, we still know little about how computing affects their working methods and the knowledge they produce. Christine Hine explores these questions by examining the developing use of information technology in one discipline, systematics (the classification of organisims).
"In Mechanisms, Matthew Kirschenbaum examines new media and electronic writing against the textual and technological primitives that govern writing, inscription, and textual transmission in all media: erasure, variability, repeatability, and survivability. Mechanisms is the first book in its field to devote significant attention to storage--the hard drive in particular--arguing that understandi…
"This volume contains the papers presented at the fifteenth annual Neural Information Processing Systems (NIPS) conference, held in British Columbia, Canada from Dec 3 through 8, 2001--Preface."A Bradford book."The proceedings of the 2001 Neural Information Processing Systems (NIPS) Conference.The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on ne…