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ICDM
2003
IEEE
114views Data Mining» more  ICDM 2003»
15 years 9 months ago
Unsupervised Link Discovery in Multi-relational Data via Rarity Analysis
A significant portion of knowledge discovery and data mining research focuses on finding patterns of interest in data. Once a pattern is found, it can be used to recognize satisfy...
Shou-de Lin, Hans Chalupsky
ICES
2003
Springer
112views Hardware» more  ICES 2003»
15 years 9 months ago
Using Negative Correlation to Evolve Fault-Tolerant Circuits
In this paper, we show how artificial evolution can be used to improve the fault-tolerance of electronic circuits. We show that evolution is able to improve the fault tolerance of...
Thorsten Schnier, Xin Yao
119
Voted
APSEC
1997
IEEE
15 years 8 months ago
Using Extended Event Traces to Describe Communication in Software Architectures
A crucial aspect of the architecture of a software system is its decomposition into components and the specification of component interactions. In this report we use a variant of...
Manfred Broy, Christoph Hofmann, Ingolf Krüge...
KDD
1998
ACM
105views Data Mining» more  KDD 1998»
15 years 8 months ago
PlanMine: Sequence Mining for Plan Failures
This paper presents the PLANMINE sequence mining algorithm to extract patterns of events that predict failures in databases of plan executions. New techniques were needed because ...
Mohammed Javeed Zaki, Neal Lesh, Mitsunori Ogihara
SSPR
1998
Springer
15 years 8 months ago
Modified Minimum Classification Error Learning and Its Application to Neural Networks
A novel method to improve the generalization performance of the Minimum Classification Error (MCE) / Generalized Probabilistic Descent (GPD) learning is proposed. The MCE/GPD learn...
Hiroshi Shimodaira, Jun Rokui, Mitsuru Nakai