Recently Mary pointed me to this journal that came out this year, I thought I’d pass it on to you: BioData Mining. The journal is open access and housed at BioMed Central and the focus:
…all aspects of data mining applied to high-dimensional biological and biomedical data, focusing on computational aspects of knowledge discovery from large-scale genetic, transcriptomic, genomic, proteomic, and metabolomic data.
There are some interesting articles in there, for example, this one on a new software developed gene ontology based clustering for microarray experiments. They publish papers on resources, methodologies and scientific results from mined data. Could be a journal to keep an eye on.