The second edition of this bestseller provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. This edition contains a new chapter on Bayesian network classifiers and a new section on object-oriented Bayesian networks, along with new applications and case studies. It includes a new section that addresses foundational problems with causal discovery and Markov blanket discovery and a new section that covers methods of evaluatin...

Effectively managing people, facilities, and partnerships can make or break an institution. Museum operations encompasses responsibility for the maintenance of your structure, the safety of your visitors, and the security of your staff and collections. This behind-the-scenes administrative effort is rarely what calls people to work in museums, but good organizational management keeps your institution functioning smoothly. This book examines how to find and work well with all the people who...

The concept of global health has moved on from focusing on the problems of the developing world to encompass health problems with global impact. Global health issues impact daily on local healthcare delivery and professional practice. This illuminating guide for healthcare students and practitioners introduces the major themes, challenges and debates relevant to global health that will equip the reader with the knowledge and skills required to thrive in this multi-faceted area of practice....

‘A dime a dozen’ as known in America, is perhaps equal to the English ‘cheap as chips’ but whatever the lingua franca of your choice in this series we hereby submit ‘A Rhyme a Dozen’ as 12 poems on many given subjects that are a well-rounded gathering, maybe even an essential guide, from the knowing pens of classic poets and their beautifully spoken verse to the comfort of your ears.1 - A Rhyme a Dozen - 12 Poets, 12 Poems, 1 Topic. Marriage - An Introduction2 - On Marriage...

How can theatre thrive in a culture dominated by film and television? Interviews with stage actors, playwrights, theatre directors and others, including Julie Taymor, Tony Kushner, Anna Deavere Smith, Peter Hall, Wallace Shawn, Frank Rich, Simon Callow, Maggie Gyllenhaal, David Leveaux, Adrian Lester, Nicholas Hytner, Paul Scofield and Robert Brustein. Ever since the introduction of the talkies in the '20s and television in the '50s, live theatre has struggled for its place in a culture in...

Assesses the viability of management strategies implemented to improve soil health, e.g. intercropping and zero tillageProvides a comprehensive coverage of the dimensions of soil healthReviews the role of organic and other amendments in improving soil health

Explore the ever-expanding, fascinating field of Artificial Intelligence and its latest technologies with this industry-leading text.Artificial Intelligence: A Modern Approach, Global Edition, 4th Edition by Stuart Russel and Peter Norvigis the long-anticipated revision of this market-leading text, exploring the full breadth and depth of the field of Artificial Intelligence (AI).From robotic planetary explorers to online services with bil...

CAUSAL INFERENCE IN STATISTICSA PrimerCausality is central to the understanding and use of data. Without an understanding of cause–effect relationships, we cannot use data to answer questions as basic as "Does this treatment harm or help patients?" But though hundreds of introductory texts are available on statistical methods of data analysis, until now, no beginner-level book has been written about the exploding arsenal of methods that can...

Data Mining, Second Edition, describes data mining techniques and shows how they work. The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now has nearly double the references. The highlights of this new edition include thirty new technique sections; an enhanced Weka machine learning workbench, which now features an interactive interface; compreh...

A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks.The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Machine learning underlies such exciting new technologies as self-driving cars, speech recognition, and translation applications. This substantially revised fourth edition of a comprehensive, widely used ...

The first edition of this popular textbook, Contemporary Artificial Intelligence, provided an accessible and student friendly introduction to AI. This fully revised and expanded update, Artificial Intelligence: With an Introduction to Machine Learning, Second Edition, retains the same accessibility and problem-solving approach, while providing new material and methods.The book is divided into five sections that focus on the most u...

Markov ModelsThis book will offer you an insight into the Hidden Markov Models as well as the Bayesian Networks. Additionally, by reading this book, you will also learn algorithms such as Markov Chain Sampling.Furthermore, this book will also teach you how Markov Models are very relevant when a decision problem is associated with a risk that continues over time, when the timing of occurrenc...