| 81 | -- | 82 | Charles X. Ling, William Stafford Noble, Qiang Yang. Guest Editors Introduction to the Special Issue: Machine Learning for Bioinformatics - Part 1 |
| 83 | -- | 101 | Wai-Ho Au, Keith C. C. Chan, Andrew K. C. Wong, Yang Wang. Attribute Clustering for Grouping, Selection, and Classification of Gene Expression Data |
| 102 | -- | 109 | Pravesh Biyani, Xiaolin Wu, Abhijit Sinha. Joint Classification and Pairing of Human Chromosomes |
| 110 | -- | 118 | Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman. Semisupervised Learning for Molecular Profiling |
| 119 | -- | 130 | Hiroshi Mamitsuka. Essential Latent Knowledge for Protein-Protein Interactions: Analysis by an Unsupervised Learning Approach |
| 131 | -- | 142 | Jagath C. Rajapakse, Loi Sy Ho. Markov Encoding for Detecting Signals in Genomic Sequences |
| 143 | -- | 156 | Simon Rogers, Mark Girolami, Colin Campbell, Rainer Breitling. The Latent Process Decomposition of cDNA Microarray Data Sets |
| 157 | -- | 165 | Jinbo Xu. Fold Recognition by Predicted Alignment Accuracy |
| 166 | -- | 175 | Li Shen, Eng Chong Tan. Dimension Reduction-Based Penalized Logistic Regression for Cancer Classification Using Microarray Data |