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DAWAK
2010
Springer
15 years 2 months ago
Mining Non-redundant Information-Theoretic Dependencies between Itemsets
Abstract. We present an information-theoretic framework for mining dependencies between itemsets in binary data. The problem of closure-based redundancy in this context is theoreti...
Michael Mampaey
AUSDM
2007
Springer
106views Data Mining» more  AUSDM 2007»
15 years 11 months ago
Establishing a Lineage for Medical Knowledge Discovery
Medical science has a long history characterised by incidents of extraordinary insights that have resulted in a paradigm shift in the methodologies and approaches used and have mo...
Anna Shillabeer, John F. Roddick
ICDM
2006
IEEE
108views Data Mining» more  ICDM 2006»
15 years 10 months ago
Spatial Multidimensional Sequence Clustering
Measurements at different time points and positions in large temporal or spatial databases requires effective and efficient data mining techniques. For several parallel measureme...
Ira Assent, Ralph Krieger, Boris Glavic, Thomas Se...
PKDD
2004
Springer
135views Data Mining» more  PKDD 2004»
15 years 10 months ago
A Unified and Flexible Framework for Comparing Simple and Complex Patterns
One of the most important operations involving Data Mining patterns is computing their similarity. In this paper we present a general framework for comparing both simple and comple...
Ilaria Bartolini, Paolo Ciaccia, Irene Ntoutsi, Ma...
PKDD
1998
Springer
96views Data Mining» more  PKDD 1998»
15 years 9 months ago
Knowledge Discovery with Qualitative Influences and Synergies
We review some approaches to qualitative uncertainty and propose a new one based on the idea of Absolute Order of Magnitude. We show that our ideas can be useful for Knowledge Disc...
Jesús Cerquides, Ramon López de M&aa...