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AI
2001
Springer
14 years 1 months ago
A Case Study for Learning from Imbalanced Data Sets
We present our experience in applying a rule induction technique to an extremely imbalanced pharmaceutical data set. We focus on using a variety of performance measures to evaluate...
Aijun An, Nick Cercone, Xiangji Huang
IJCAI
1989
13 years 10 months ago
Generating Better Decision Trees
A new decision tree learning algorithm called IDX is described. More general than existing algorithms, IDX addresses issues of decision tree quality largely overlooked in the arti...
Steven W. Norton
TCIAIG
2010
13 years 3 months ago
Evolutionary Game Design
It is easy to create new combinatorial games but more difficult to predict those that will interest human players. We examine the concept of game quality, its automated measurement...
Cameron Browne, Frédéric Maire
ARCS
2006
Springer
14 years 23 days ago
Error-Correcting Codes in Steganography
: We investigate image steganography under re-encoding of images. After a secret message or a digital watermark is embedded into a jpeg image, quite frequently the image is re-enco...
Jörg Keller, Johannes Magauer
MOMPES
2009
IEEE
14 years 3 months ago
ArcheOpterix: An extendable tool for architecture optimization of AADL models
For embedded systems quality requirements are equally if not even more important than functional requirements. The foundation for the fulfillment of these quality requirements ha...
Aldeida Aleti, Stefan Björnander, Lars Grunsk...