This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact a
In a Second Edition offering six new sections, new examples, tables, figures and more, this book shows how to understand, construct, and analyze intelligent systems for decision support based on proba
This bookisan outgrowthoften yearsof researchatthe Universityof Florida Computational NeuroEngineering Laboratory (CNEL) in the general area of statistical signal processing and machine learning. One
This book reviews well-known methods for reducing the dimensionality of numerical databases as well as recent developments in nonlinear dimensionality reduction. All are described from a unifying poin
Probabilistic networks, also known as Bayesian networks and influence diagrams, have become one of the most promising technologies in the area of applied artificial intelligence. This book provides a
This is the first text on pattern recognition to present the Bayesian viewpoint, one that has become increasing popular in the last five years. It presents approximate inference algorithms that permi
The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of function estimation based
Emerging as a discipline in the first half of the twentieth century, the information sciences study how people, groups, organizations, and governments create, share, disseminate, manage, search, acces
4 years+How do astronomers study planets, stars and galaxies? What are rovers and where have they landed? How do different telescopes work? What is a nebula? Beginner readers can find out the answers
4 years+Snakes are fascinating creatures and, although many are scared of them, many are also enthralled. Find out all you need to know about these remarkable reptiles in this brilliant book, fully il
Turn to Hands-On Science--20 Themes for 20 highly motivating, classroom-tested science units that help students learn by doing. Students practice the scientific inquiry skills outlined in the National
How to Do Science Experiments with Children is a reliable 200+ page resource for teaching science concepts to young children in a fun, hands-on way. This book contains 70 stress-free experiments that
Each of the 122 experiments in Science Experiments for Young Learners is presented in a 2-page lesson format. 1. The teacher resource page with: materials list step-by-step easy-to-follo
From animal habitats to the human body, matter to machines, rainforests to recycling, it's all here in one easy-to-use volume! Includes 296 reproducible picture cards, diagrams, graphic organizers and
