Semi-supervised classification using bridging

• Main Authors: CHAN, Jason Yuk Hin, KOPRINSKA, Irena, POON, Josiah
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2008
• Subjects: semi-supervised learning;bridging; Artificial Intelligence and Robotics
• Online Access: https://ink.library.smu.edu.sg/sis_research/7735
• Institution: Singapore Management University

Traditional supervised classification algorithms require a large number of labelled examples to perform accurately. Semi-supervised classification algorithms attempt to overcome this major limitation by also using unlabelled examples. Unlabelled examples have also been used to improve nearest neighb...