AI
2007
Springer
13 years 5 months ago
2007
Springer
We present a novel approach to machine learning, called ABML (argumentation based ML). This approach combines machine learning from examples with concepts from the field of argum...
AI
2007
Springer
13 years 5 months ago
2007
Springer
One difficulty that arises in abstract argument systems is that many natural questions regarding argument acceptability are, in general, computationally intractable having been c...
AI
2007
Springer
13 years 5 months ago
2007
Springer
We present a formal, mathematical model of argument structure and evaluation, taking seriously the procedural and dialogical aspects of argumentation. The model applies proof stan...
AI
2007
Springer
13 years 5 months ago
2007
Springer
AI
2007
Springer
13 years 5 months ago
2007
Springer
The area of learning in multi-agent systems is today one of the most fertile grounds for interaction between game theory and artificial intelligence. We focus on the foundational...
AI
2007
Springer
13 years 5 months ago
2007
Springer
We comment on the Shoham, Powers, and Grenager survey of multi-agent learning and game theory, emphasizing that some of their categories are important for economics and others are...
AI
2007
Springer
13 years 8 months ago
2007
Springer
This study emphasizes the importance of using appropriate measures in particular text classification settings. We focus on methods that evaluate how well a classifier performs. The...
AI
2007
Springer
13 years 8 months ago
2007
Springer
Different types of rules are mined from transaction databases often with the goal of improving sales and services. In this paper, we link the interestingness of rules with the cont...
AI
2007
Springer
13 years 8 months ago
2007
Springer
AI
2007
Springer
13 years 8 months ago
2007
Springer
Abstract. Interactive data mining focuses on efficient and effective humancomputer interactions for data analysis purposes. An interactive system is an integration of a human user ...