A Modified Apriori Algorithm for Analysing High-Dimensional Gene Data

• Published in: Intelligent Data Engineering and Automated Learning - IDEA 2011 Vol. 6936; pp. 236 - 243
• Main Authors: Pommerenke, Claudia, Friedrich, Benedikt, Johl, Thorsten, Jänsch, Lothar, Häussler, Susanne, Klawonn, Frank
• Format: Book Chapter
• Language: English
• Published: Germany Springer Berlin / Heidelberg 2011; Springer Berlin Heidelberg
• Series: Lecture Notes in Computer Science
• Subjects: Apriori algorithm; Artificial intelligence; high-dimensional data; Information retrieval; phenomics

Modern high-throughput technologies allow the systematic characterisation of an organism but provide excessive amounts of data such as results from microarray gene expression experiments. Combining the information from various experiments will help to expand the knowledge about an organism. However,...