Machine learning for cognitive networks : technology assessment and research challenges

Technical Report

Public Deposited

Citeable URL: https://ir.library.oregonstate.edu/concern/technical_reports/sn00b003n

Descriptions

Attribute Name	Values
Creator	Oregon State University. Dept. of Computer Science Dietterich, Thomas Glen Langley, Pat
Abstract	The field of machine learning has made major strides over the last 20 years. This document summarizes the major problem formulations that the discipline has studied, then reviews three tasks in cognitive networking and briefly discusses how aspects of those tasks fit these formulations. After this, it discusses challenges for machine learning research raised by Knowledge Plane applications and closes with proposals for the evaluation of learning systems developed for these problems.
Resource Type	Research Paper
Date Available	2012-12-04T16:44:27+00:00
Date Issued	2003-05-11
Series	Technical report (Oregon State University. Department of Computer Science)
Subject	Cognitive radio networks Machine learning
Rights Statement	Copyright Not Evaluated
Publisher	Corvallis, OR : Oregon State University, Dept. of Computer Science
Peer Reviewed	No
Language	English [eng]
Replaces	http://hdl.handle.net/1957/35437

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