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AAAI
2012
13 years 8 months ago
Discriminative Clustering via Generative Feature Mapping
Existing clustering methods can be roughly classified into two categories: generative and discriminative approaches. Generative clustering aims to explain the data and thus is ad...
Liwei Wang, Xiong Li, Zhuowen Tu, Jiaya Jia
IUI
2009
ACM
16 years 2 months ago
Designing user interface adaptation rules with T: XML
The specification of model adaptation and generation rules is a topic of great interest for the user interface development community, since there are more and more approaches supp...
Víctor López-Jaquero, Francisco Mont...
ICDM
2007
IEEE
248views Data Mining» more  ICDM 2007»
15 years 10 months ago
Adapting SVM Classifiers to Data with Shifted Distributions
Many data mining applications can benefit from adapting existing classifiers to new data with shifted distributions. In this paper, we present Adaptive Support Vector Machine (Ada...
Jun Yang 0003, Rong Yan, Alexander G. Hauptmann
ICMT
2009
Springer
16 years 18 days ago
Managing Dependent Changes in Coupled Evolution
Abstract. In Model-Driven Engineering models and metamodels are not preserved from the evolutionary pressure which inevitably affects almost any artefacts. Moreover, the coupling b...
Antonio Cicchetti, Davide Di Ruscio, Alfonso Piera...
WSC
2008
15 years 8 months ago
Applying causal inference to understand emergent behavior
Emergent behaviors in simulations require explanation, so that valid behaviors can be separated from design or coding errors. Validation of emergent behavior requires accumulation...
Ross Gore, Paul F. Reynolds Jr.