This open access book systematically investigates the topic of entity alignment, which aims to detect equivalent entities that are located in different knowledge graphs. Entity alignment represents an essential step in enhancing the quality of knowledge graphs, and hence is of significance to downstream applications, e.g., question answering and recommender systems. Recent years have witnessed …
An account of a major international art movement originating in the former Yugoslavia in the 1960s, which anticipated key aspects of information aesthetics.OCLC-licensed vendor bibliographic record.
Machine learning - programming computers to learn from data - has spread across scientific disciplines, media, entertainment, and government. Medical research, autonomous vehicles, credit transaction processing, computer gaming, recommendation systems, finance, surveillance, and robotics use machine learning. Machine learning devices (sometimes understood as scientific models, sometimes as oper…
This book guides its audience—which can range from novice users to experts— though a 55-chapter tour of Google Earth Engine. A sequenced and diverse set of lab materials, this is the product of more than a year of effort from more than a hundred individuals, collecting new exercises from professors, undergraduates, master’s students, PhD students, postdocs, and independent consultants. …
'Information and Living Systems' offers a collection of papers in which scientists & philosophers discuss the informational nature of biological organization at levels ranging from the genetic to the cognitive and linguistic.OCLC-licensed vendor bibliographic record.
Essays by leading economic thinkers reflecting the influence of 2001 Nobel Prize winner Joseph E. Stiglitz. Throughout Joseph Stiglitz's long and distinguished career in economics, the focus has been on the real world, with all of its imperfections. His 2001 Nobel Prize recognized his pioneering research in imperfect information; his work in other areas, including macroeconomics, public economi…
"The ambition of this book is to examine in close detail the whole range of epistemological, political and ethical uncertainties that are being raised by big data in our time"--OCLC-licensed vendor bibliographic record.
A toolkit of basic principles to help those in business, industry, law, and other professions deal with a constantly changing communications sector. OCLC-licensed vendor bibliographic record.
A collection of selected papers written by the information theorist and "brain physicist," most of which were presented to various scientific conferences in the 1950s and 1960s. Most of this collection concerns MacKay's abiding preoccupation with information as represented and utilized in the brain and exchanged between human beings, rather than as formalized in logical patterns of elementary p…
A source book for state-of-the-art MDL, including an extensive tutorial and recent theoretical advances and practical applications in fields ranging from bioinformatics to psychology.The process of inductive inference--to infer general laws and principles from particular instances--is the basis of statistical modeling, pattern recognition, and machine learning. The Minimum Descriptive Length (M…