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ML
2008
ACM
162views Machine Learning» more  ML 2008»
13 years 10 months ago
Incorporating prior knowledge in support vector regression
This paper explores the addition of constraints to the linear programming formulation of the support vector regression problem for the incorporation of prior knowledge. Equality an...
Fabien Lauer, Gérard Bloch
KDD
2008
ACM
183views Data Mining» more  KDD 2008»
14 years 11 months ago
Knowledge transfer via multiple model local structure mapping
The effectiveness of knowledge transfer using classification algorithms depends on the difference between the distribution that generates the training examples and the one from wh...
Jing Gao, Wei Fan, Jing Jiang, Jiawei Han
IJWIS
2008
150views more  IJWIS 2008»
13 years 10 months ago
COTS-based software product line development
ed Abstract: Purpose of this paper Software Product Line (SPL) is at the forefront among the techniques for reducing costs, decreasing schedule time, and ensuring commonality of fe...
Luiz Fernando Capretz, Faheem Ahmed, Shereef Al-Ma...
INFOVIS
2002
IEEE
14 years 3 months ago
Multiple Foci Drill-Down through Tuple and Attribute Aggregation Polyarchies in Tabular Data
Information analysis often involves decomposing data into sub-groups to allow for comparison and identification of relationships. Breakdown Visualization provides a mechanism to s...
Nathan Conklin, Sandeep Prabhakar, Chris North
SPIESR
1996
141views Database» more  SPIESR 1996»
14 years 3 days ago
Describing and Classifying Multimedia Using the Description Logic GRAIL
Many applications would benefit if media objects such as images could be selected and classified (or clustered) such that "conceptually similar" images are grouped toget...
Carole A. Goble, Christian Haul, Sean Bechhofer