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KDD
1998
ACM
181views Data Mining» more  KDD 1998»
15 years 9 months ago
Approaches to Online Learning and Concept Drift for User Identification in Computer Security
The task in the computer security domain of anomaly detection is to characterize the behaviors of a computer user (the `valid', or `normal' user) so that unusual occurre...
Terran Lane, Carla E. Brodley
DATE
2002
IEEE
141views Hardware» more  DATE 2002»
15 years 9 months ago
A Data Analysis Method for Software Performance Prediction
This paper explores the role of data analysis methods to support system-level designers in characterising the performance of embedded applications. In particular, we address the p...
Gianluca Bontempi, Wido Kruijtzer
HICSS
2003
IEEE
165views Biometrics» more  HICSS 2003»
15 years 10 months ago
The Birth of An E-Business System Architecture: Conflicts, Compromises, and Gaps in Methods
This paper describes the system architecture development process in an international ICT company, which is building a comprehensive e-business system for its customers. The implem...
Kari Smolander
PAKDD
2005
ACM
124views Data Mining» more  PAKDD 2005»
15 years 10 months ago
Finding Sporadic Rules Using Apriori-Inverse
We define sporadic rules as those with low support but high confidence: for example, a rare association of two symptoms indicating a rare disease. To find such rules using the w...
Yun Sing Koh, Nathan Rountree
ICDM
2006
IEEE
127views Data Mining» more  ICDM 2006»
15 years 10 months ago
Predictive Integration of Gene Ontology-Driven Similarity and Functional Interactions
There is a need to develop methods to automatically incorporate prior knowledge to support the prediction and validation of novel functional associations. One such important sourc...
Francisco Azuaje, Haiying Wang, Huiru Zheng, Olivi...