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BIRTHDAY
2006
Springer
15 years 8 months ago
Research Perspectives for Logic and Deduction
The article is meant to be kind of the author's manifesto for the role of logic and deduction within Intellectics. Based on a brief analysis of this role the paper presents a...
Wolfgang Bibel
ICALT
2008
IEEE
15 years 10 months ago
Designing a Dynamic Bayesian Network for Modeling Students' Learning Styles
When using Learning Object Repositories, it is interesting to have mechanisms to select the more adequate objects for each student. For this kind of adaptation, it is important to...
Cristina Carmona, Gladys Castillo, Eva Millá...
AH
2008
Springer
15 years 10 months ago
Supporting Users in Creating Pedagogically Sound Personalised Learning Objects
Successful eLearning is predicated on the application of pedagogies appropriate to online education that respond to the capabilities and needs of the learners. Typically, designing...
Aoife Brady, Owen Conlan, Vincent Wade, Declan Dag...
ICDM
2007
IEEE
138views Data Mining» more  ICDM 2007»
15 years 10 months ago
Bandit-Based Algorithms for Budgeted Learning
We explore the problem of budgeted machine learning, in which the learning algorithm has free access to the training examples’ labels but has to pay for each attribute that is s...
Kun Deng, Chris Bourke, Stephen D. Scott, Julie Su...
147
Voted
IDA
2005
Springer
15 years 9 months ago
Learning from Ambiguously Labeled Examples
Inducing a classification function from a set of examples in the form of labeled instances is a standard problem in supervised machine learning. In this paper, we are concerned w...
Eyke Hüllermeier, Jürgen Beringer