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. Quotes This book provides a comprehensive coverage of important data mining techniques. Numerous examples are provided to lucidly illustrate the key concepts.
This book provides a comprehensive overview of the field of automated protein function prediction. It covers many techniques for solving this problem by computational means and discusses the most important principles underlying these techniques. By clearly describing a wide variety of automated techniques for protein function prediction and summarizing the main concepts behind these techniques, this book greatly reduces the time and effort required to understand the problem of protein function predictions and the numerous bioinformatics solutions that have been developed for it.
Introduction to Data Mining, Second Edition, is intended for use in the Data Mining course. It is also suitable for individuals seeking an introduction to data mining. The text assumes only a modest statistics or mathematics background, and no database knowledge is needed. 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. Teaching and Learning Experience This program will provide a better teaching and learning experience-for you and your students. It will help: Present Fundamental Concepts and Algorithms: Written for the beginner, this text provides both theoretical and practical coverage of all data mining topics. Support Learning: Instructor resources include solutions for exercises and a complete set of lecture slides.
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. Quotes This book provides a comprehensive coverage of important data mining techniques. Numerous examples are provided to lucidly illustrate the key concepts. -Sanjay Ranka, University of Florida In my opinion this is currently the best data mining text book on the market. I like the comprehensive coverage which spans all major data mining techniques including classification, clustering, and pattern mining (association rules). -Mohammed Zaki, Rensselaer Polytechnic Institute
On Burning Ground is the tale of one desperate and brilliant man's ultimate choice: at the eve of the Nazi purging of Poland, to disguise his Jewish origin and pose first as a Christian, then to join the Nazi SS. Living in constant fear, Michael Skakun's father, Joseph, not only assumed a dangerous array of identities in order to survive, but subsequently compromised his very spirit. On Burning Ground is a brave and revelatory tale of a son's father who risked it all, and through his amazing odyssey, was keenly aware of the price of such deceits.
This is the first book in English to give a comprehensive account of how soldiers, officials, Christians and workers in Germany fought together to frustrate Hitler's aims.
Across the modern era, the traditional stereotype of Germans as authoritarian and subservient has faded, as they have become (mostly) model democrats. This book, for the first time, examines 130 years of history to comprehensively address the central questions of German democratization: How and why did this process occur? What has democracy meant to various Germans? And how stable is their, or indeed anyone's, democracy? Looking at six German regimes across thirteen decades, this study enables you to see how and why some Germans have always chosen to be politically active (even under dictatorships); the enormous range of conceptions of political culture and democracy they have held; and how interactions among various factors undercut or facilitated democracy at different times. Michael L. Hughes also makes clear that recent surges of support for 'populism' and 'authoritarianism' have not come out of nowhere but are inherent in long-standing contestations about democracy and political citizenship. Hughes argues that democracy – in Germany or elsewhere – cannot be a story of adversity overcome which culminates in a happy ending; it is an ongoing, open-ended process whose ultimate outcome remains uncertain.
This Second Edition is the premier name resource in the field. It provides a handy resource for navigating the web of named reactions and reagents. Reactions and reagents are listed alphabetically, followed by relevant mechanisms, experimental data (including yields where available), and references to the primary literature. The text also includes three indices based on reagents and reactions, starting materials, and desired products. Organic chemistry professors, graduate students, and undergraduates, as well as chemists working in industrial, government, and other laboratories, will all find this book to be an invaluable reference.
Easy to use and filled with addictive--and highly useful--information about the people whose names will be carried into the future on the backs of the world's reptiles, The Eponym Dictionary of Reptiles is a handy and fun book for professional and amateur herpetologists alike.
It’s 1992 and three people’s lives are about to collide against the flaming backdrop of the Rodney King riots in Los Angeles. Vietnam vet Harry Hudson is a journalist fleeing his past: the war, a failed marriage, and a fear-ridden childhood. Rootless, he stutters, wrestles with depression, and is aware he’s passed the point at which victim becomes victimizer. He explores the city’s lowest dives, the only places where he feels at home. He meets Mama Thuy, a Vietnamese woman struggling to run a Navy bar in a tough Long Beach neighborhood, and Kelly Crenshaw, an African-American prostitute whose husband is in prison. They give Harry insight that maybe he can do something to change his fate in a gripping story that is both a character study and thriller.
This history of the discipline of public law in Germany covers three dramatic decades of the Twentieth century. It opens with the First World War, analyses the highly creative years of the Weimar Republic, and recounts the decline of German public law that began in 1933 and extended to the downfall of the Third Reich.
On Burning Ground is the tale of one desperate and brilliant man's ultimate choice: at the eve of the Nazi purging of Poland, to disguise his Jewish origin and pose first as a Christian, then to join the Nazi SS. Living in constant fear, Michael Skakun's father, Joseph, not only assumed a dangerous array of identities in order to survive, but subsequently compromised his very spirit. On Burning Ground is a brave and revelatory tale of a son's father who risked it all, and through his amazing odyssey, was keenly aware of the price of such deceits.
A book of theory and critical writing on art in Miami, Florida, including Charles Recher, Roxy Paine, Jens Diercks, Frederico Uribe, Normal Leibman, Salvador Dali, Guy Richards Smit, Diego Machado, and many more -- plus the city of Miami itself!
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