Semi-supervised and Self-evolving Learning Algorithms with Application to Anomaly Detection in Cloud Computing
Description:
Semi-supervised learning (SSL) is the most practical approach for classification among machine learning algorithms. It is similar to the humans way of learning and thus has great applications in text/image classification, bioinformatics, artificial intelligence, robotics etc. Labeled data is hard to obtain in real life experiments and may need human experts with experimental equipments to mark the labels, which can be slow and expensive. But unlabeled data is easily available in terms of web pa…
more
Date:
December 2012
Creator:
Pannu, Husanbir Singh
Partner:
UNT Libraries