Bisociative knowledge discovery for microarray data analysis

Peer reviewe

SegMine workflows for semantic microarray data analysis in Orange4WS

Peer reviewe

Visualisation of Associations Between Nucleotides in SNP Neighbourhoods

A large number of single nucleotide polymorphisms have been mapped onto the human genome. Mutations are induced through endogenous and exogenous processes, and these procedures have been shown to be sequence-dependent. Association mining is a powerful tool for analyzing sequence neighbourhoods; however, visualisation is essential for pattern recognition because of the abundance of resulting association rules. A software tool was developed to visualize position interdependencies within the sequence variation data. The software is capable of interactive reorganization of the association rules, enabling fast and easy exploration of the data using a standard web browser. The software and its complete source code is freely available at