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113
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ICDM
2005
IEEE
133views Data Mining» more  ICDM 2005»
15 years 7 months ago
Summarization - Compressing Data into an Informative Representation
In this paper, we formulate the problem of summarization of a dataset of transactions with categorical attributes as an optimization problem involving two objective functions - co...
Varun Chandola, Vipin Kumar
102
Voted
ISQED
2005
IEEE
128views Hardware» more  ISQED 2005»
15 years 7 months ago
Reliability-Centric Hardware/Software Co-Design
This paper proposes a reliability-centric hardware/ software co-design framework. This framework operates with a component library that provides multiple alternates for a given ta...
Suleyman Tosun, Nazanin Mansouri, Ercument Arvas, ...
ICIC
2005
Springer
15 years 7 months ago
Borderline-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning
In recent years, mining with imbalanced data sets receives more and more attentions in both theoretical and practical aspects. This paper introduces the importance of imbalanced da...
Hui Han, Wenyuan Wang, Binghuan Mao
EUC
2004
Springer
15 years 7 months ago
On the Effects of Bandwidth Reduction Techniques in Distributed Applications
Communication optimization plays an important role in building networked distributed applications. In this paper, we systematically evaluate four bandwidth reduction algorithms, n...
Hanping Lufei, Weisong Shi, Lucia Zamorano
134
Voted
ICICS
2003
Springer
15 years 7 months ago
A Novel Two-Level Trust Model for Grid
Abstract. Trust is hard to establish in a service-oriented grid architecture because of the need to support end user single sign-on and dynamic transient service. In order to enhan...
Tieyan Li, Huafei Zhu, Kwok-Yan Lam