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KAIS
2006
94views more  KAIS 2006»
13 years 9 months ago
Human-centered ontology engineering: The HCOME methodology
The fast emergent and continuously evolving areas of the Semantic Web and Knowledge Management make the incorporation of ontology engineering tasks in knowledge-empowered organiza...
Konstantinos Kotis, George A. Vouros
PRL
2006
106views more  PRL 2006»
13 years 9 months ago
Invariances in kernel methods: From samples to objects
This paper presents a general method for incorporating prior knowledge into kernel methods such as Support Vector Machines. It applies when the prior knowledge can be formalized b...
Alexei Pozdnoukhov, Samy Bengio
PUC
2006
99views more  PUC 2006»
13 years 9 months ago
From ethnography on infrastructure management to initial user feedback on PlaceMemo
This paper reports design requirements derived from an ethnographic fieldwork on road inspectors, the design of a mobile service supporting infrastructure management, and initial u...
Mattias Esbjörnsson
IJSEKE
2007
52views more  IJSEKE 2007»
13 years 9 months ago
Software Architecture Decomposition Using Attributes
Software architectural design has an enormous effect on downstream software artifacts. Decomposition of functions for the final system is one of the critical steps in software arch...
Chung-Horng Lung, Xia Xu, Marzia Zaman
TKDE
2008
123views more  TKDE 2008»
13 years 9 months ago
Explaining Classifications For Individual Instances
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...
Marko Robnik-Sikonja, Igor Kononenko