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Statistical Network Analysis: Models, Issues, and New Directions

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Cover of 'Statistical Network Analysis: Models, Issues, and New Directions'

Table of Contents

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    Book Overview
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    Chapter 1 Structural Inference of Hierarchies in Networks
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    Chapter 2 Heider vs Simmel: Emergent Features in Dynamic Structures
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    Chapter 3 Joint Group and Topic Discovery from Relations and Text
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    Chapter 4 Statistical Models for Networks: A Brief Review of Some Recent Research
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    Chapter 5 Combining Stochastic Block Models and Mixed Membership for Statistical Network Analysis
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    Chapter 6 Exploratory Study of a New Model for Evolving Networks
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    Chapter 7 Statistical Network Analysis: Models, Issues, and New Directions
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    Chapter 8 A Simple Model for Complex Networks with Arbitrary Degree Distribution and Clustering
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    Chapter 9 Discrete Temporal Models of Social Networks
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    Chapter 10 Approximate Kalman Filters for Embedding Author-Word Co-occurrence Data over Time
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    Chapter 11 Discovering Functional Communities in Dynamical Networks
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    Chapter 12 Empirical Analysis of a Dynamic Social Network Built from PGP Keyrings
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    Chapter 13 A Brief Survey of Machine Learning Methods for Classification in Networked Data and an Application to Suspicion Scoring
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    Chapter 14 Age and Geographic Inferences of the LiveJournal Social Network
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    Chapter 15 Inferring Organizational Titles in Online Communication
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    Chapter 16 Learning Approximate MRFs from Large Transactional Data
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    Chapter 17 Panel Discussion
Attention for Chapter 10: Approximate Kalman Filters for Embedding Author-Word Co-occurrence Data over Time
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Citations

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Chapter title
Approximate Kalman Filters for Embedding Author-Word Co-occurrence Data over Time
Chapter number 10
Book title
Statistical Network Analysis: Models, Issues, and New Directions
Published by
Springer, Berlin, Heidelberg, January 2007
DOI 10.1007/978-3-540-73133-7_10
Book ISBNs
978-3-54-073132-0, 978-3-54-073133-7
Authors

Purnamrita Sarkar, Sajid M. Siddiqi, Geoffrey J. Gordon, Sarkar, Purnamrita, Siddiqi, Sajid M., Gordon, Geoffrey J.

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 11 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Denmark 1 9%
Unknown 10 91%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 6 55%
Other 1 9%
Student > Master 1 9%
Researcher 1 9%
Professor > Associate Professor 1 9%
Other 1 9%
Readers by discipline Count As %
Computer Science 6 55%
Earth and Planetary Sciences 1 9%
Social Sciences 1 9%
Materials Science 1 9%
Engineering 1 9%
Other 0 0%
Unknown 1 9%