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Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each concept is explored thoroughly and supported with numerous examples. The text requires only a modest background in mathematics. Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.
"Brings kids inside the world of music by helping them understand what proficient listeners think and feel as they listen to music, and what musicians think and feel as they play music ... Students construct their own understandings of music, first through an exploration of their personal relationship to music, then through a series of listen and talk sessions, and finally, by composing their own pieces and exploring the connections between their lives and the works of music they create ... All lessons fulfill the National Standards for Music Education"--From publisher description.
Today's moviegoers and critics generally consider some Hollywood products--even some blockbusters--to be legitimate works of art. But during the first half century of motion pictures very few Americans would have thought to call an American movie "art." Up through the 1950s, American movies were regarded as a form of popular, even lower-class, entertainment. By the 1960s and 1970s, however, viewers were regularly judging Hollywood films by artistic criteria previously applied only to high art forms. In Hollywood Highbrow, Shyon Baumann for the first time tells how social and cultural forces radically changed the public's perceptions of American movies just as those forces were radically chan...
How did the breakdown of Roman rule in the Iberian Peninsula eventually result in the formation of a Visigothic kingdom with authority centralised in Toledo? This collection of essays challenges the view that local powers were straightforwardly subjugated to the expanding central power of the monarchy. Rather than interpret countervailing events as mere 'delays' in this inevitable process, the contributors to this book interrogate where these events came from, which causes can be uncovered and how much influence individual actors had in this process. What emerges is a story of contested interests seeking cooperation through institutions and social practices that were flexible enough to stabilise a system that was hierarchical yet mutually beneficial for multiple social groups. By examining the Visigothic settlement, the interplay between central and local power, the use of ethnic identity, projections of authority, and the role of the Church, this book articulates a model for understanding the formation of a large and important early medieval kingdom.
'Not tonight, darling, I've got a headache...' An estimated one in three couples suffer from problems associated with one partner having a higher libido than the other. Marriage therapist Michele Weiner Davis has written THE SEX-STARVED MARRIAGE to help couples come to terms with this problem. Weiner Davis shows you how to address pyschological factors like depression, poor body image and communication problems that affect sexual desire. With separate chapters for the spouse that's ready for action and the spouse that's ready for sleep, THE SEX-STARVED MARRIAGE will help you re-spark your passion and stop you fighting about sex. Weiner Davis is renowned for her straight-talking style and here she puts it to great use to let you know you're not alone in having marital sex problems. Bitterness or complacency about ho-hum sex can ruin a marriage, breaking the emotional tie of good sex.
Three of a Kind Betsy and Tacy are best friends. Then Tib moves into the neighborhood and the three of them start to play together. The grown-ups think they will quarrel, but they don't. Sometimes they quarrel with Betsy's and Tacy's bossy big sisters, but they never quarrel among themselves. They are not as good as they might be. They cook up awful messes in the kitchen, throw mud on each other and pretend to be beggars, and cut off each other's hair. But Betsy, Tacy, and Tib always manage to have a good time. Ever since their first publication in the 1940s, the Betsy-Tacy stories have been loved by each generation of young readers.
NATIONAL BESTSELLER • Anna Quindlen presents a “swift and compelling paean to the joys of books” (Booklist). “Like the columns she used to write for the New York Times, [How Reading Changed My Life] is tart, smart, full of quirky insights, lapidary, and a pleasure to read.”—Publishers Weekly “Reading has always been my home, my sustenance, my great invincible companion. . . . Yet of all the many things in which we recognize universal comfort—God, sex, food, family, friends—reading seems to be the one in which the comfort is most undersung, at least publicly, although it was really all I thought of, or felt, when I was eating up book after book, running away from home while sitting in a chair, traveling around the world and yet never leaving the room. . . . I read because I loved it more than any activity on earth.”—from How Reading Changed My Life
In the twentieth century paradigms of linguistics have largely left language change to one side. Rudi Keller's book is an exciting contribution to linguistic philosophy becuase it puts language change back on the linguistics agenda and demonstrates that, far from being a remote mystery, it can and should be explained.