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AUSAI
2006
Springer
15 years 10 months ago
Detecting Anomalies and Intruders
Brittleness is a well-known problem in expert systems where a conclusion can be made, which human common sense would recognise as impossible e.g. that a male is pregnant. We have e...
Akara Prayote, Paul Compton
AUSDM
2006
Springer
82views Data Mining» more  AUSDM 2006»
15 years 10 months ago
Generality Is Predictive of Prediction Accuracy
During knowledge acquisition multiple alternative potential rules all appear equally credible. This paper addresses the dearth of formal analysis about how to select between such a...
Geoffrey I. Webb, Damien Brain
AUSDM
2006
Springer
112views Data Mining» more  AUSDM 2006»
15 years 10 months ago
Accuracy Estimation With Clustered Dataset
If the dataset available to machine learning results from cluster sampling (e.g. patients from a sample of hospital wards), the usual cross-validation error rate estimate can lead...
Ricco Rakotomalala, Jean-Hugues Chauchat, Fran&cce...
BALT
2006
15 years 10 months ago
Pattern Repositories for Software Engineering Education
Abstract. Modern software engineering attacks its complexity problems by applying well-understood development principles. In particular, the systematic adoption of design patterns ...
Hans-Werner Sehring, Sebastian Bossung, Patrick Hu...
BPM
2006
Springer
158views Business» more  BPM 2006»
15 years 10 months ago
Flexibility of Data-Driven Process Structures
Abstract. The coordination of complex process structures is a fundamental task for enterprises, such as in the automotive industry. Usually, such process structures consist of seve...
Dominic Müller, Manfred Reichert, Joachim Her...