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» A Robustness Measure of Association Rules
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DAM
2008
83views more  DAM 2008»
14 years 12 months ago
Multi-group support vector machines with measurement costs: A biobjective approach
Support Vector Machine has shown to have good performance in many practical classification settings. In this paper we propose, for multi-group classification, a biobjective optimi...
Emilio Carrizosa, Belen Martin-Barragan, Dolores R...
PDCAT
2005
Springer
15 years 5 months ago
LRC-RED: A Self-tuning Robust and Adaptive AQM Scheme
In this paper, we propose a novel active queue management (AQM) scheme based on the Random Early Detection (RED) of the loss ratio and the total sending rate control, called LRC-R...
Naixue Xiong, Yan Yang, Xavier Défago, Yanx...
PKDD
2007
Springer
114views Data Mining» more  PKDD 2007»
15 years 6 months ago
Robust Visual Mining of Data with Error Information
Abstract. Recent results on robust density-based clustering have indicated that the uncertainty associated with the actual measurements can be exploited to locate objects that are ...
Jianyong Sun, Ata Kabán, Somak Raychaudhury
KDD
1995
ACM
130views Data Mining» more  KDD 1995»
15 years 3 months ago
Compression-Based Evaluation of Partial Determinations
Our work tackles the problem of finding partial determinations in databases and proposes a compressionbased measure to evaluate them. Partial determinations can be viewed as gener...
Bernhard Pfahringer, Stefan Kramer
103
Voted
INFOCOM
2012
IEEE
13 years 2 months ago
Robust multi-source network tomography using selective probes
—Knowledge of a network’s topology and internal characteristics such as delay times or losses is crucial to maintain seamless operation of network services. Network tomography ...
Akshay Krishnamurthy, Aarti Singh