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AUSDM
2007
Springer
102views Data Mining» more  AUSDM 2007»
14 years 5 months ago
Determining Termhood for Learning Domain Ontologies in a Probabilistic Framework
Many existing techniques for term extraction are heuristically-motivated and criticised as ad-hoc. The definitions and assumptions critical to set the boundary for the effective...
Wilson Wong, Wei Liu, Mohammed Bennamoun
AUSDM
2007
Springer
161views Data Mining» more  AUSDM 2007»
14 years 5 months ago
A Case Study of Failure Mode Analysis with Text Mining Methods
The maintenance dataset provided by SunWater contains information about failed assets also known as components and their corresponding failure modes. Currently, extraction of this...
Lin Chen, Richi Nayak
AUSDM
2007
Springer
100views Data Mining» more  AUSDM 2007»
14 years 5 months ago
Determining Termhood for Learning Domain Ontologies using Domain Prevalence and Tendency
In the course of reviewing existing automatic term recognition techniques for applications in ontology learning, we came across four issues which can be improved upon. We proposed...
Wilson Wong, Wei Liu, Mohammed Bennamoun
AUSDM
2007
Springer
106views Data Mining» more  AUSDM 2007»
14 years 5 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
AUSDM
2007
Springer
76views Data Mining» more  AUSDM 2007»
14 years 5 months ago
Evaluation of a Graduate Level Data Mining Course with Industry Participants
Data mining courses are increasingly being taught at many universities at both undergraduate and graduate levels. This paper reports on a new graduate level data mining course run...
Peter Christen