Skip to Content
Statistical and Machine Learning Approaches for Network Analysis
book

Statistical and Machine Learning Approaches for Network Analysis

by Matthias Dehmer, Subhash C. Basak
August 2012
Intermediate to advanced content levelIntermediate to advanced
344 pages
10h 30m
English
Wiley
Content preview from Statistical and Machine Learning Approaches for Network Analysis

References

1. K. Borgwardt, Graph Kernels, PhD thesis, Faculty for Mathematics, Informatics and Statistics, Ludwig-Maximilians-University Munich, Germany, 2007.

2. D. Bonchev, D. Rouvray, Chemical Graph Theory. Introduction and Fundamentals, Taylor & Francis, London, 1991.

3. J. Gasteiger, T. Engel, Chemoinformatics, Wiley-VCH, Weinheim, 2003.

4. R. Sharan, T. Ideker, Modeling cellular machinery through biological network comparison. Nat. Biotechnol. 24(4), 427–433 (2006).

5. S. Wasserman, K. Faust, Social network analysis, in Structural Analysis in the Social Sciences, Vol. 8, Cambridge University Press, 1995.

6. R. Kumar, J. Novak, A. Tomkins, Structure and evolution of online social networks, in Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2006), Philadelphia, USA, August 20–23, pp. 611–617, 2006.

7. Z. Harchaoui, F. Bach, Image classification with segmentation graph kernels, in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), Minneapolis, Minnesota, USA, June 18–23, IEEE Computer Society, 2007.

8. M. Collins, N. Duffy, Convolution kernels for natural language, in (T. Dietterich, S. Becker, Z. Ghahramani, eds.), Advances in Neural Information Processing Systems 14 (NIPS 2001), Vancouver, British Columbia, Canada, December 8–3, MIT Press, pp. 625–632, 2002.

9. F. Emmert-Streib, M. Dehmer, Networks for systems biology: conceptual connection of data and function, ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Graph Analysis and Visualization: Discovering Business Opportunity in Linked Data

Graph Analysis and Visualization: Discovering Business Opportunity in Linked Data

Richard Brath, David Jonker

Publisher Resources

ISBN: 9781118346983Purchase book