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Topics in Cryptology –- CT-RSA 2015 The Cryptographer's Track at the RSA C…
This book constitutes the refereed proceedings of the Cryptographer's Track at the RSA Conference 2015, CT-RSA 2015, held in San Francisco, CA, USA, in April 2015. The 26 papers presented in this volume were carefully reviewed and selected from 111 submissions. The focus of the track is on following subjects: timing attacks, design and analysis of block ciphers, attribute and identity based enc…
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- 978-3-319-16715-2
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Timing Channels in Cryptography A Micro-Architectural Perspective
This book deals with timing attacks on cryptographic ciphers. It describes and analyzes various unintended covert timing channels that are formed when ciphers are executed in microprocessors. The book considers modern superscalar microprocessors which are enabled with features such as multi-threaded, pipelined, parallel, speculative, and out-of order execution. Various timing attack algorithms …
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- 978-3-319-12370-7
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Data Mining :The Textbook
This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues. It goes beyond the traditional focus on data mining problems to introduce advanced data types such as text, time series, discrete sequences, spatial data, graph data, and social networks. Until…
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- 9783319141428
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- xxix, 734 pages
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- Call Number
- 006.312
Data Mining with SPSS Modeler Theory, Exercises and Solutions
Now in its second edition, this textbook introduces readers to the IBM SPSS Modeler and guides them through data mining processes and relevant statistical methods. Focusing on step-by-step tutorials and well-documented examples that help demystify complex mathematical algorithms and computer programs, it also features a variety of exercises and solutions, as well as an accompanying website with…
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- 9783030543389
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- 1285 pages
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- 006.312
Applied Number Theory
This textbook effectively builds a bridge from basic number theory to recent advances in applied number theory. It presents the first unified account of the four major areas of application where number theory plays a fundamental role, namely cryptography, coding theory, quasi-Monte Carlo methods, and pseudorandom number generation, allowing the authors to delineate the manifold links and interr…
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- Ed. 1
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- 978-3-319-22321-6
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- X, 442
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- -
- Call Number
- 512.7 NIE a
Thinking Ahead - Essays on Big Data, Digital Revolution, and Participatory Ma…
The rapidly progressing digital revolution is now touching the foundations of the governance of societal structures. Humans are on the verge of evolving from consumers to prosumers, and old, entrenched theories – in particular sociological and economic ones – are falling prey to these rapid developments. The original assumptions on which they are based are being questioned. Each year we pro…
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- 978-3-319-15078-9
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Data Preprocessing in Data Mining
Data Preprocessing for Data Mining addresses one of the most important issues within the well-known Knowledge Discovery from Data process. Data directly taken from the source will likely have inconsistencies, errors or most importantly, it is not ready to be considered for a data mining process. Furthermore, the increasing amount of data in recent science, industry and business applications, ca…
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- ISBN/ISSN
- 9783319102467
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- xv, 320 pages : illustrations ; 25 cm.
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- Call Number
- 006.312
Applied Cryptography and Network Security: 13th International Conference, ACN…
This book constitutes the refereed proceedings of the 13th International Conference on Applied Cryptography and Network Security, ACNS 2015, held in New York, NY, USA, in June 2015. The 33 revised full papers included in this volume and presented together with 2 abstracts of invited talks, were carefully reviewed and selected from 157 submissions. They are organized in topical sections on secur…
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- Ed. 1
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- 978-3-319-28166-7
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- XVIII, 698
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- Lecture Notes in Computer Science
- Call Number
- 005.7 APP a
Data Science, Learning by Latent Structures, and Knowledge Discovery
This volume comprises papers dedicated to data science and the extraction of knowledge from many types of data: structural, quantitative, or statistical approaches for the analysis of data; advances in classification, clustering, and pattern recognition methods; strategies for modeling complex data and mining large data sets; applications of advanced methods in specific domains of practice. The…
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- 9783662449837
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- xxii, 560 pages
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- -
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- 006.312
Data Wrangling with R
This guide for practicing statisticians, data scientists, and R users and programmers will teach the essentials of preprocessing: data leveraging the R programming language to easily and quickly turn noisy data into usable pieces of information. Data wrangling, which is also commonly referred to as data munging, transformation, manipulation, janitor work, etc., can be a painstakingly laborious …
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- 9783319455990
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- xii, 238 pages
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- -
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- 518.1
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