REPORTRAPPORT Page 1 Centrum voor Wiskunde en Informatica REPORTRAPPORT
Data Mining: the search for knowledge in databases M. Holsheimer, APJM Siebes Computer …

Association rules are amongst the most important patterns that can be discovered using data
mining. Their automatic discovery is supported by most, if not all, data mining software tools…

We present a method of detecting and localising outliers in financial time series and other
stochastic processes. The method checks the internal consistency of the scaling behaviour of …

There has been an increase in the use of machine learning and artificial intelligence (AI) for
the analysis of image-based cellular screens. The accuracy of these analyses, however, is …

Technology-Assisted Review (TAR) aims to reduce the human effort required for screening
processes such as abstract screening for systematic literature reviews. Human reviewers …

We present a method of detecting and localising outliers in stochastic processes. The
method checks the internal consistency of the scaling behaviour of the process within the …

High-throughput techniques, such as DNA microarrays, that are used in gene expression
measurements offer a unique and global insight into the molecular mechanisms of a living cell. …

This paper proposes an interpretable two-stream transformer CORAL networks (TransCORALNet)
for supply chain credit assessment under the segment industry and cold start problem. …

Advances in the area of active database management systems require the development of a
trigger design theory, which guides the user in the definition off well-behaving trigger based …

Data mining aims at extracting hidden knowledge from the information stored in a data
warehouse to identify the preferences of customers, derive decision models for business …