Image Analysis Using Mathematical Morphology
IEEE Transactions on Pattern Analysis and Machine Intelligence
Principles of database and knowledge-base systems, Vol. I
Principles of database and knowledge-base systems, Vol. I
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Digital Image Processing (3rd Edition)
Digital Image Processing (3rd Edition)
Incremental learning and concept drift in INTHELEX
Intelligent Data Analysis
Computer Methods and Programs in Biomedicine
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The definition of tools able to extract knowledge from structured biological data in order to support scientists research is increasing as shown by the popularity reached in the field of bioinformatics. In particular we focus our attention on the domain of assisted reproduction techniques with particular interest on the field of intracytoplasmic sperm injection. In this paper we would provide a multirelational learning framework able to discover hidden relationships between entities involved in this application domain. Our approach is based on a multirelational partitional clustering algorithm followed by a multirelational rule induction. Furthermore, the obtained rules can be represented in a easily comprehensible form and can be used as an advisor to the clinicians during their work in order to help them in determining what knowledge sources are relevant for a treatment plan.