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Written by leading authorities in database and Web technologies, this book is essential reading for students and practitioners alike. The popularity of the Web and Internet commerce provides many extremely large datasets from which information can be gleaned by data mining. This book focuses on practical algorithms that have been used to solve key problems in data mining and can be applied successfully to even the largest datasets. It begins with a discussion of the map-reduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream processing algorithms for mining data that arrives too fast for exhaustive processing. Other chapters cover the PageRank idea and related tricks for organizing the Web, the problems of finding frequent itemsets and clustering. This second edition includes new and extended coverage on social networks, machine learning and dimensionality reduction.
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Biometric and security technologies are the key components for providing reliable solution against cyber terrorism or damage in order to improve the nation safety Biometric provides methods to identify the uniqueness of each individual identity Therefore with biometric solution, scientists are able to determine ways to accurately identify people based upon their physical and behavioral characteristics However, improvements in biometric equipment, interoperability and database accuracy are crucial for nation safety This is also applied for other security technology solutions ISBAST2014 provides researchers with an excellent platform for dissemination of latest research findings and the state of practice in the areas of biometric and security technologies This conference covers areas such as biometric, forensic, cloud computing, network security and cybersecurity However, the scope is not limited to the aforementioned areas ISBAST2014 enables participants to learn the latest tre.
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WSC is the premier international forum for disseminating recent advances in the field of system simulation In addition to a technical program of unsurpassed scope and quality, WSC provides the central meeting for practitioners, researchers, and vendors.
Big data --- Data sets, Large --- Large data sets --- Data sets
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Big data --- Data sets, Large --- Large data sets --- Data sets
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Big data --- Data sets, Large --- Large data sets --- Data sets
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