Work

EMERALD 1: An Integrated System of Machine Learning and Discovery Programs for Education and Research: Programmer's Guide for the Sun Workstation

Year: 1990

Type: article

Abstract: EMERALD 1 is a large-scale system integrating several advanced programs exhibiting different forms of learning or discovery. The system is intended to support teaching and research in the area of machine learning. It enables a user to experiment with the individual programs, run them on various problems, and test the performance of the programs. The problems are defined by a user from a set of predefined visual objects, displayed through color graphics facilities. The current version of the system incorporates the following programs, each displaying the capacity for some simple form of learning or discovery: AQ - learns general rules from examples of correct or incorrect decisions made by experts.

DOI: 10.13021/mars/3570

Authors: Kaufman, Kenneth A., Schultz, Alan C., Michalski, Ryszard S.

Language: English

Topic: Machine Learning and Algorithms

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Quality education

Open Access status: green

OpenAlex ID: W1517877953

FWCI: 0.703

Cites:

Cited by: 2

Related to: 9