... set, data cleansing and preprocessing, data reduction and projection, choosing data mining task, choosing data mining algorithm, data mining, interpreting the mined patterns and consolidating ... livestock genomics for integrative data analysis following the principles of data mining and knowledge discovery and (ii) demonstrating the application of such approaches in livestockgenomics for hypothesis ... begin with doubts, he shall end in certainties.” Francis Bacon Application of knowledge discovery and data mining methods in livestock genomics for hypothesis generation and identification of biomarker...