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ICIC
2005
Springer
15 years 9 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
IDA
2005
Springer
15 years 9 months ago
Exploring Hierarchical Rule Systems in Parallel Coordinates
Rule systems have failed to attract much interest in large data analysis problems because they tend to be too simplistic to be useful or consist of too many rules for human interpr...
Thomas R. Gabriel, A. Simona Pintilie, Michael R. ...
EUSAI
2003
Springer
15 years 9 months ago
An Integrated Framework for Supporting Photo Retrieval Activities in Home Environments
This paper addresses the content overload problem applied to photo retrieval activities in the home environment. The starting point is an analysis of the main activities that users...
Dario Teixeira, Wim F. J. Verhaegh, Miguel Ferreir...
LATA
2010
Springer
15 years 9 months ago
Finding Consistent Categorial Grammars of Bounded Value: A Parameterized Approach
Abstract. Kanazawa ([1]) has studied the learnability of several parameterized families of classes of categorial grammars. These classes were shown to be learnable from text, in th...
Christophe Costa Florêncio, Henning Fernau
PCI
2009
Springer
15 years 8 months ago
Adaptive Evaluation of Portal Quality: An eGovernment Case
— In this paper we describe a knowledge-based approach that enables the subjective evaluation of portal and e-service quality by users in an adaptive manner. The model for adapti...
Babis Magoutas, Gregoris Mentzas