Introduction to Special Issue “Methods for Analysis of Graphs and Networks and Their Applications in Biosciences” Hongzhe Li OriginalPaper 22 March 2012 Pages: 1 - 2
An Efficient Optimization Algorithm for Structured Sparse CCA, with Applications to eQTL Mapping Xi ChenHan Liu OriginalPaper 21 December 2011 Pages: 3 - 26
A Two-Step Penalized Regression Method with Networked Predictors Chong LuoWei PanXiaotong Shen OriginalPaper 04 January 2012 Pages: 27 - 46
Network Based Prediction Model for Genomics Data Analysis Ying HuangPei Wang OriginalPaper 09 February 2012 Pages: 47 - 65
Adaptive Thresholding for Reconstructing Regulatory Networks from Time-Course Gene Expression Data Ali ShojaieSumanta BasuGeorge Michailidis OriginalPaper 22 December 2011 Pages: 66 - 83
A Latent Eigenprobit Model with Link Uncertainty for Prediction of Protein–Protein Interactions Xiaoyu JiangEric D. Kolaczyk OriginalPaper 20 December 2011 Pages: 84 - 104
A Bayesian Approach to Pathway Analysis by Integrating Gene–Gene Functional Directions and Microarray Data Yifang ZhaoMing-Hui ChenLynn Kuo OriginalPaper 29 December 2011 Pages: 105 - 131
New Approaches to Principal Component Analysis for Trees Burcu AydınGábor PatakiJ. S. Marron OriginalPaper 08 February 2012 Pages: 132 - 156
Frequent Pattern Discovery in Multiple Biological Networks: Patterns and Algorithms Wenyuan LiHaiyan HuXianghong Jasmine Zhou OriginalPaper Open access 29 December 2011 Pages: 157 - 176
Surveying Hard-to-Reach Groups Through Sampled Respondents in a Social Network Tyler H. McCormickRan HeTian Zheng OriginalPaper 04 April 2012 Pages: 177 - 195