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Machine Learning
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Machine Learning
One of the currently most active research areas within Artificial Intelligence is the field of Machine Learning. which involves the study and development of computational models of learning processes. A major goal of research in this field is to build computers capable of improving their performance with practice and of acquiring knowledge on their own. The intent of this book is to provide a snapshot of this field through a broad. representative set of easily assimilated short papers. As such. this book is intended to complement the two volumes of Machine Learning: An Artificial Intelligence Approach (Morgan-Kaufman Publishers). which provide a smaller number of in-depth research papers. Ea...
The Backward Art of Spending Money
Nearly 85 years ago, Wesley Clair Mitchell, the acknowledged leader of American economists during the first half of this century, wrote: "Important as the art of spending is, we have developed less skill in its practice than in the practice of making money. Common sense forbids our wasting dollars earned by irksome efforts; and yet we are notoriously extravagant. Ignorance of qualities, uncertainty of taste, lack of accounting, carelessness about pricesà. Many of us scarcely know what becomes of our moneyà."More than ever, in our world of ever-increasing credit card debt, lenient bankruptcy laws, and runaway consumption, these words still ring true. This collection of Mitchell's essays, ma...
Using Surveys to Value Public Goods
Provides decision makers, policy analysts, and social scientists, with a detailed discussion of a new techniques for the valuation of goods not traded in prevate markets.
The Metabolic & Molecular Bases of Inherited Disease
Presents clinical, biochemical, and genetic information concerning those metabolic anomalies grouped under inborn errors of metabolism.
Machine Learning
The ability to learn is one of the most fundamental attributes of intelligent behavior. Consequently, progress in the theory and computer modeling of learn ing processes is of great significance to fields concerned with understanding in telligence. Such fields include cognitive science, artificial intelligence, infor mation science, pattern recognition, psychology, education, epistemology, philosophy, and related disciplines. The recent observance of the silver anniversary of artificial intelligence has been heralded by a surge of interest in machine learning-both in building models of human learning and in understanding how machines might be endowed with the ability to learn. This renewed i...
Panorama: A World History
Just as a panoramic image provides a broad view, Panorama provides a ground-breaking, broad view of the world’s history by reaching across regional boundaries and highlighting large-scale, global patterns. Panorama’s easily understood chronology, coupled with its innovative, proven digital tools, ensures that learners are always moving forward as they study change and continuity across time, assess knowledge gaps, and mold critical thinking skills. The result is improved course performance through greater understanding of our world’s past, its large-scale global trends, and its impact on and relevance to 21st-century students.
Essentials of Programming Languages
This textbook offers an understanding of the essential concepts of programming languages. The text uses interpreters, written in Scheme, to express the semantics of many essential language elements in a way that is both clear and directly executable.
