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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 answers are not feasible. It uses graphical models to describe probability distributions when no other books apply graphical models to machine learning. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.
Linda Kaplan Thaler and Robin Koval have moved to the top of the advertising industry by following a simple but powerful philosophy: it pays to be nice. Where so many companies encourage a dog eat dog mentality, the Kaplan Thaler Group has succeeded through chocolate and flowers. In THE POWER OF NICE, through their own experiences and the stories of other people and businesses, they demonstrate why, contrary to conventional wisdom, nice people finish first. Turning the well-known adage of “Nice Guys Finish Last” on its ear, THE POWER OF NICE shows that “nice” companies have lower employee turnover, lower recruitment costs, and higher productivity. Nice people live longer, are healthier, and make more money. In today’s interconnected world, companies and people with a reputation for cooperation and fair play forge the kind of relationships that lead to bigger and better opportunities, both in business and in life. But being nice doesn’t mean acting wimpy. In fact, nice may be the toughest four-letter word you’ll ever encounter. Kaplan Thaler and Koval illustrate the surprising power of nice with an array of real-life examples from the business arena as well as from their personal lives. Most important, they present a plan of action covering everything from creating a positive impression to sweetening the pot to turning enemies into allies. Filled with inspiration and suggestions on how to supercharge your career and expand your reach in the workplace, THE POWER OF NICE will transform how you live and work.
For conductors of wind ensembles grades 4 (high school), 5 (advanced high school), and 6 (college/professional), this book brings together pragmatic advice and knowledge from practicing conductors from all over the United States. Each chapter is by the practicing conductor each addressing the same subjects as they pertain to rehearsing a wind ensemble. In addition, each contributor recommends a list of the 30 best works for each of the levels of band from each conductor compiled in the appendix.
Zitkala-?a (Red Bird) (1876?1938), also known as Gertrude Simmons Bonnin, was one of the best-known and most influential Native Americans of the twentieth century. Born on the Yankton Sioux Reservation, she remained true to her indigenous heritage as a student at the Boston Conservatory and a teacher at the Carlisle Indian School, as an activist in turn attacking the Carlisle School, as an artist celebrating Native stories and myths, and as an active member of the Society of American Indians in Washington DC. All these currents of Zitkala-?a?s rich life come together in this book, which presents her previously unpublished stories, rare poems, and the libretto ofThe Sun Dance Opera.
The set contains 650 essays on all aspects of infectious diseases, including pathogens and pathogenicity, transmission, the immune system, vaccines, diagnosis, prevention, treatment, and social concerns such as bioterrorism. These essays will interest science and premedical students, students of epidemiology and public health, public library patrons, and librarians building collections in science and medicine.
"Look out, Goliath—David has a training manual! . . . One of the best books on social psychology ever written." ---Daniel Gilbert, New York Times bestselling author of Stumbling on Happiness No one doubts the power of the majority. It makes the rules and enforces them, and most of us are willing to go along with it, most of the time. But what happens when you're not? What about when the issue is so important to you that you're willing to take on the naysayers? It doesn't matter if you're trying to sell a new product or service, persuade colleagues to try out a new business plan, start a revolution, or simply convince your family where to go for dinner. In all of these cases you're going up against the majority, and more often than not your efforts are going to come up short. Or at least that was the case before Dr. William Crano—an expert in the field of influence—applied the science of persuasion to those moments when you find yourself outnumbered and overmatched. By doing so, he has discovered proven strategies, such as working from the inside and changing the game from subjective preferences to objective decisions, and distilled these strategies and more into an extraordinary collection of rules that radically affect the likelihood of success. The Rules of Influence—the most powerful guide to being persuasive even under the most inhospitable conditions—gives you the tools to overcome overwhelming odds and take back control in every situation.
States restrict immigration on a massive scale. Governments fortify their borders with walls and fences, authorize border patrols, imprison migrants in detention centers, and deport large numbers of foreigners. Unjust Borders: Individuals and the Ethics of Immigration argues that immigration restrictions are systematically unjust and examines how individual actors should respond to this injustice. Javier Hidalgo maintains that individuals can rightfully resist immigration restrictions and often have strong moral reasons to subvert these laws. This book makes the case that unauthorized migrants can permissibly evade, deceive, and use defensive force against immigration agents, that smugglers can aid migrants in crossing borders, and that citizens should disobey laws that compel them to harm immigrants. Unjust Borders is a meditation on how individuals should act in the midst of pervasive injustice.
Each composer addresses the following topics: Biographical information, The creative process ... how a composer works, Orchestration, Views from the composer to the conductor, Commissioning new works, The teaching of composition, Influential individuals, Ten works all band conductors at all levels should study, Ten composers whose music speaks in especially meaningful ways, The future of the wind band, Other facets of everyday life, Comprehensive list of works for band.
The population explosion that began in the 1960s has been accompanied by a decrease in the quality of the natural environment, e.g. pollution of the air, water and soil with essential and toxic trace elements. Numerous poisonings of people and animals with highly toxic anthropogenic Hg and Cd in the 20th century prompted the creation of the abiotic environment, mainly in developed countries. However, the system is insufficient for long-term exposure to low concentrations of various substances that are mainly ingested through food and water. This problem could be addressed by the monitoring of sentinels – organisms that accumulate trace elements and as such reflect the rate and degree of environmental pollution. Usually these are long-lived vertebrates – herbivorous, omnivorous and carnivorous birds and mammals, especially game species. This book describes the responses of the sentinels most commonly used in ecotoxicological studies to 17 trace elements.