CORR
2002
Springer
13 years 4 months ago
2002
Springer
In this paper, we review five heuristic strategies for handling context-sensitive features in supervised machine learning from examples. We discuss two methods for recovering lost...
CORR
2002
Springer
13 years 4 months ago
2002
Springer
This position paper argues that the Baldwin effect is widely misunderstood by the evolutionary computation community. The misunderstandings appear to fall into two general categor...
CORR
2002
Springer
13 years 4 months ago
2002
Springer
Inductive concept learning is the task of learning to assign cases to a discrete set of classes. In real-world applications of concept learning, there are many different types of ...
CORR
2002
Springer
13 years 4 months ago
2002
Springer
This paper presents a simple unsupervised learning algorithm for classifying reviews as recommended (thumbs up) or not recommended (thumbs down). The classification of a review is...
CORR
2002
Springer
13 years 4 months ago
2002
Springer
Diagnosing faults in aircraft gas turbine engines is a complex problem. It involves several tasks, including rapid and accurate interpretation of patterns in engine sensor data. W...
CORR
2002
Springer
13 years 4 months ago
2002
Springer
Research on bias in machine learning algorithms has generally been concerned with the impact of bias on predictive accuracy. We believe that there are other factors that should al...
CORR
2002
Springer
13 years 4 months ago
2002
Springer
Many academic journals ask their authors to provide a list of about five to fifteen keywords, to appear on the first page of each article. Since these key words are often phrases ...
CORR
2002
Springer
13 years 4 months ago
2002
Springer
CORR
2002
Springer
13 years 4 months ago
2002
Springer
CORR
2002
Springer
13 years 4 months ago
2002
Springer
Recommender systems learn about user preferences over time, automatically finding things of similar interest. This reduces the burden of creating explicit queries. Recommender sys...