96 search results - page 1 / 20 » Geometric Decision Rules for Instance-Based Learning Problem... |
PREMI
2005
Springer
13 years 10 months ago
2005
Springer
In the typical nonparametric approach to classification in instance-based learning and data mining, random data (the training set of patterns) are collected and used to design a d...
IJCAI
1989
13 years 5 months ago
1989
Several published reports show that instancebased learning algorithms yield high classification accuracies and have low storage requirements during supervised learning application...
FUIN
2002
13 years 4 months ago
2002
The article describes a method combining two widely-used empirical approaches to learning from examples: rule induction and instance-based learning. In our algorithm (RIONA) decisi...
WISE
2005
Springer
13 years 10 months ago
2005
Springer
This paper studies structured data extraction from Web pages, e.g., online product description pages. Existing approaches to data extraction include wrapper induction and automatic...
ROBOCUP
2007
Springer
13 years 10 months ago
2007
Springer
Abstract. Two main challenges of robot action planning in real domains are uncertain action effects and dynamic environments. In this paper, an instance-based action model is lear...