Includes appendix 12A: a walking tour of the computational ideas underlying classifier systems.Two psychologists, a computer scientist, and a philosopher have collaborated to present a framework for understanding processes of inductive reasoning and learning in organisms and machines. Theirs is the first major effort to bring the ideas of several disciplines to bear on a subject that has been a…
"A Bradford book."Hilary Kornblith presents an account of inductive inference that addresses both its metaphysical and epistemological aspects. He argues that inductive knowledge is possible by virtue of the fit between our innate psychological capacities and the causal structure of the world.Kornblith begins by developing an account of natural kinds that has its origins in John Locke's work on…
Although Inductive Logic Programming (ILP) is generally thought of as a research area at the intersection of machine learning and computational logic, Bergadano and Gunetti propose that most of the research in ILP has in fact come from machine learning, particularly in the evolution of inductive reasoning from pattern recognition, through initial approaches to symbolic machine learning, to rece…
"A Bradford Book."A unified treatment of conditionals based on epistemological principles rather than the semantical principles in vogue over recent decades.OCLC-licensed vendor bibliographic record.
The economic importance of innovative activity brings with it an active debate on public policy's effect on the innovation process. This annual series, sponsored by the National Bureau of Economic Research, brings the work of leading academic researchers to the broader policy community. Volume 6 considers such topics as the diversity of patent protection and the implications of weak patents for…
The rapid pace of technological change brings with it an active debate about appropriate economic policies regarding research, innovation, and the commercialization of new technology. This annual series, sponsored by the National Bureau of Economic Research, provides a forum to bring the work of leading academic researchers to an audience of policymakers and those interested in the interaction …
The work performed by living systems ranges from photosynthesis to prodigious feats of computation and organization. This multidisciplinary volume explores the relationships between work and the study of work across many different levels of organization.OCLC-licensed vendor bibliographic record.
Here the authors introduce techniques for formalizing deductive argumentation in artificial intelligence, emphasising emerging formalizations for practical argumentation. They discuss how arguments can be constructed, how key intrinsic and extrinsic factors can be identified, and how these analyses can be harnessed in the real world.OCLC-licensed vendor bibliographic record.
"A glimpse into the future of intelligent machines, and a journey through the laboratories and researchers that are building them. The book offers a mix of fiction and nonfiction narrative: readers can "see" a world, a few decades away, where intelligent machines have become reality, and learn about the science brewing in today's labs and the technical and socioeconomic challenges, often throug…
"Collection of Sloan Management Review articles centered on the concept of disruptive innovation and how to update/extend it for the current and future business landscape"--OCLC-licensed vendor bibliographic record.