ICML
1990
IEEE
13 years 11 months ago
1990
IEEE
Decision trees that are limited to testing a single variable at a node are potentially much larger than trees that allow testing multiple variables at a node. This limitation redu...
ICML
1990
IEEE
13 years 11 months ago
1990
IEEE
We present an approach to modeling the average case behavior of learning algorithms. Our motivation is to predict the expected accuracy of learning algorithms as a function of the...
ICML
1990
IEEE
13 years 11 months ago
1990
IEEE
Given an adequate simulation model of the task environment and payoff function that measures the quality of partially successful plans, competition-based heuristics such as geneti...
ICML
1989
IEEE
13 years 11 months ago
1989
IEEE
The training experiences needed by a learning system may be selected by either an external agent or the system itself. We show that knowledge of the current state of the learner&#...
ICML
1989
IEEE
13 years 11 months ago
1989
IEEE
The available concept-learners only partially fulfill the needs imposed by the learning apprentice generation of learners. We present a novel approach to interactive concept-learni...
ICML
1989
IEEE
13 years 11 months ago
1989
IEEE
ICML
1989
IEEE
13 years 11 months ago
1989
IEEE
ICML
1989
IEEE
13 years 11 months ago
1989
IEEE
ICML
1989
IEEE
13 years 11 months ago
1989
IEEE
Logic programming provides a uniform framework in which all aspects of explanation-based generalization and learning may be defined and carried out, but first-order Horn logic i...
ICCAL
1989
13 years 11 months ago
1989
Signal constellation design is a major subtask of constructing an efficient communication system; it essentially entails trading-off error frequency against information throughput...