ICML
1990
IEEE
14 years 3 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
14 years 3 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
14 years 3 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
14 years 3 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
14 years 3 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
14 years 3 months ago
1989
IEEE
ICML
1989
IEEE
14 years 3 months ago
1989
IEEE
ICML
1989
IEEE
14 years 3 months ago
1989
IEEE
ICML
1989
IEEE
14 years 3 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
14 years 3 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...