Predicting protein-protein interactions as a one-class classification problem

• Main Authors: Alashwal, Hany, Deris, Safaai, Othman, Razib M.
• Format: Conference or Workshop Item
• Language: English
• Published: 2006
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/4931/1/SafaaiDeris2006_Predictin_ProteinProteinInteractionsasaOneClass.pdf; http://eprints.utm.my/id/eprint/4931/
• Institution: Universiti Teknologi Malaysia

Protein-protein interactions represent a key step in understanding proteins functions. This is due to the fact that proteins usually work in context of other proteins and rarely function alone. Machine learning techniques have been used to predict protein-protein interactions. However, most of these...