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ECML
2003
Springer
15 years 9 months ago
Experiments with Cost-Sensitive Feature Evaluation
Many machine learning tasks contain feature evaluation as one of its important components. This work is concerned with attribute estimation in the problems where class distribution...
Marko Robnik-Sikonja
118
Voted
CNSR
2005
IEEE
128views Communications» more  CNSR 2005»
15 years 9 months ago
ARAS: Adaptive Recommender for Academic Scheduling
This paper describes ARAS, a prototype adaptive website based on a novel and general adaptive website framework. ARAS acts as a course counselor, guiding students through an onlin...
Mark Kilfoil, Wenpu Xing, Ali A. Ghorbani
130
Voted
UM
2005
Springer
15 years 9 months ago
A Decomposition Model for the Layered Evaluation of Interactive Adaptive Systems
Abstract. A promising approach towards evaluating adaptive systems is to decompose the adaptation process and evaluate the system in a “piece-wise” manner. This paper presents ...
Alex Paramythis, Stephan Weibelzahl
AWPN
2008
272views Algorithms» more  AWPN 2008»
15 years 5 months ago
Finding Cost-Efficient Adapters
When adapting services in a SOA environment, not only the validity of the adapter may be of importance, but also non-functional properties like the costs of the adapter. We introdu...
Christian Gierds
LWA
2007
15 years 5 months ago
Towards Asynchronous Adaptive Hypermedia: An Unobtrusive Generic Help System
First, this paper introduces the concept and the upcoming features of Asynchronous Adaptive Hypermedia Systems (AAHS). The design of a concrete system will show how the new princi...
Andreas Putzinger