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Books > Computing & IT > Computer communications & networking > Networking standards & protocols
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Statistical Analysis of Networks (Hardcover)
Loot Price: R2,916
Discovery Miles 29 160
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Statistical Analysis of Networks (Hardcover)
Series: NowOpen
Expected to ship within 10 - 15 working days
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This book is a general introduction to the statistical analysis of
networks, and can serve both as a research monograph and as a
textbook. Numerous fundamental tools and concepts needed for the
analysis of networks are presented, such as network modeling,
community detection, graph-based semi-supervised learning and
sampling in networks. The description of these concepts is
self-contained, with both theoretical justifications and
applications provided for the presented algorithms.Researchers,
including postgraduate students, working in the area of network
science, complex network analysis, or social network analysis, will
find up-to-date statistical methods relevant to their research
tasks. This book can also serve as textbook material for courses
related to thestatistical approach to the analysis of complex
networks.In general, the chapters are fairly independent and
self-supporting, and the book could be used for course composition
"a la carte". Nevertheless, Chapter 2 is needed to a certain degree
for all parts of the book. It is also recommended to read Chapter 4
before reading Chapters 5 and 6, but this is not absolutely
necessary. Reading Chapter 3 can also be helpful before reading
Chapters 5 and 7. As prerequisites for reading this book, a basic
knowledge in probability, linear algebra and elementary notions of
graph theory is advised. Appendices describing required notions
from the above mentioned disciplines have been added to help
readers gain further understanding.
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