ALL libraries (COBIB.SI union bibliographic/catalogue database)
13.
Learning rules for early diagnosis of rheumatic diseases
Lavrač, Nada ...
The paper describes the appliction of our inductive learning system LINUS to the problem of learning rules for early diagnosis of rheumatic diseases. Diagnostic knowledge for this domain was ...automatically constructed in earlier experiments with ASSISTANT, a program which inductively learns attribute descriptions in the form of decision trees. The attribute-value learning approach is limited by the restricted representation formalism and the inability to use background knowledge. LINUS uses attribute-value learning algorithms, but incorporates them into a more powerfull logical framework, where background knowledge can be used in induced concept descriptions. The results obtained with LINUS incorporating ASSISTANT, using background knowledge provided by a medical specialist, are presented. An analysis is given of how different noise-handling mechanism and the use of background knowledge affect classification accuracy and complexity of diagnostic rules.
It was not necessary to add the material to the shelf.
Bibliographic material was successfully added on shelf.
Adding bibliographical material on shelf was not successful.
Material is already on the shelf.
Permalink
URL:
Impact factor
Access to the JCR database is permitted only to users from Slovenia. Your current IP address is not on the list of IP addresses with access permission, and authentication with the relevant AAI accout is required.
Year
Impact factor
Edition
Category
Classification
JCR
SNIP
JCR
SNIP
JCR
SNIP
JCR
SNIP
Select the library membership card:
DRS,
in which the journal is indexed
Database name
Field
Year
Links to authors' personal bibliographies
Links to information on researchers in the SICRIS system
Subject headings in COBISS General List of Subject Headings
Select pickup location
The material from the parent unit is free. If the material is delivered to the pickup location from another unit, the library may charge you for this service.
