TY - GEN AU - Dehmer,Matthias AU - Emmert-Streib,Frank AU - Pickl,Stefan TI - Computational network theory: theoretical foundations and applications T2 - Quantitative and network biology SN - 9783527337248 U1 - 006.3 23 PY - 2015/// CY - Weinheim PB - Wiley-VCH KW - System analysis. KW - Computer networks. KW - Graph theory N1 - Includes bibliographical references and index; 1. Model Selection for Neural Network Models: A Statistical Perspective / Michele La Rocca and Cira Perna 2. Measuring Structural Correlations in Graphs / Ziyu Guan and Xifeng Yan -- 3. Spectral Graph Theory and Structural Analysis of Complex Networks: An Introduction / Salissou Moutari and Ashraf Ahmed -- 4. Contagion in Interbank Networks / Grzegorz Hałaj and Christoffer Kok -- 5. Detection, Localization, and Tracking of a Single and Multiple Targets with Wireless Sensor Networks / Natallia Katenka -- 6. Computing in Dynamic Networks / Othon Michail, Ioannis Chatzigiannakis, and Paul G. Spirakis -- 7. Visualization and Interactive Analysis for Complex Networks by means of Lossless Network Compression / Matthias Reimann, Loic Royer, Simone Daminelli, and Michael Schroeder N2 - This comprehensive introduction to computational network theory as a branch of network theory builds on the understanding that such networks are a tool to derive or verify hypotheses by applying computational techniques to large scale network data ER -