{"product_id":"statistical-and-machine-learning-approaches-for-network-analysis-9780470195154","title":"Statistical and Machine Learning Approaches for Network Analysis","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e* Provides a general framework for structurally analyzing graphs by bringing together known and novel approaches on graph classes and graph measures for graph classification.      * The proposed methods are applied to different real data sets to demonstrate their ability.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003ePreface ix\u003c\/p\u003e \u003cp\u003eContributors xi\u003c\/p\u003e \u003cp\u003e1 A Survey of Computational Approaches to Reconstruct and Partition Biological Networks 1\u003cbr\u003e\u003ci\u003eLipi Acharya, Thair Judeh, and Dongxiao Zhu\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e2 Introduction to Complex Networks: Measures, Statistical Properties, and Models 45\u003cbr\u003e\u003ci\u003eKazuhiro Takemoto and Chikoo Oosawa\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e3 Modeling for Evolving Biological Networks 77\u003cbr\u003e\u003ci\u003eKazuhiro Takemoto and Chikoo Oosawa\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e4 Modularity Configurations in Biological Networks with Embedded Dynamics 109\u003cbr\u003e\u003ci\u003eEnrico Capobianco, Antonella Travaglione, and Elisabetta Marras\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5 Influence of Statistical Estimators on the Large-Scale Causal Inference of Regulatory Networks 131\u003cbr\u003e\u003ci\u003eRicardo de Matos Simoes and Frank Emmert-Streib\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6 Weighted Spectral Distribution: A Metric for Structural Analysis of Networks 153\u003cbr\u003e\u003ci\u003eDamien Fay, Hamed Haddadi, Andrew W. Moore, Richard Mortier, Andrew G. Thomason, and Steve Uhlig\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7 The Structure of an Evolving Random Bipartite Graph 191\u003cbr\u003e\u003ci\u003eReinhard Kutzelnigg\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8 Graph Kernels 217\u003cbr\u003e\u003ci\u003eMatthias Rupp\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e9 Network-Based Information Synergy Analysis for Alzheimer Disease 245\u003cbr\u003e\u003ci\u003eXuewei Wang, Hirosha Geekiyanage, and Christina Chan\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10 Density-Based Set Enumeration in Structured Data 261\u003cbr\u003e\u003ci\u003eElisabeth Georgii and Koji Tsuda\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11 Hyponym Extraction Employing a Weighted Graph Kernel 303\u003cbr\u003e\u003ci\u003eTim vor der Br¨uck\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003eIndex 327\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":53515415486807,"sku":"9780470195154","price":98.96,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/bookcurl.com\/products\/statistical-and-machine-learning-approaches-for-network-analysis-9780470195154","provider":"Book Curl","version":"1.0","type":"link"}