Optimal Batch Selection for Active Learning in Multi-label Classification

Publication Type:

Conference Paper

Authors:

S. Chakraborty, V. Balasubramanian, S. Panchanathan

Source:

ACM Multimedia Conference (ACM-MM), Phoenix, Arizona (2011)

Authors

Dr. Shayok Chakraborty

Assistant Research Professor, School of Computing, Informatics, and Decision Systems Engineering; Associate Director, Center for Cognitive Ubiquitous Computing (CUbiC)

Vineeth N Balasubramanian

Assistant Research Professor

Dr. Sethuraman "Panch" Panchanathan

Dr. Sethuraman "Panch" Panchanathan

Director, National Science Foundation

Projects

Batch Mode Active Learning for Pattern Classification

The rapid escalation of technology and the widespread emergence of modern technological equipments have resulted in the generation of large quantities of digital data. This has expanded the possibilities of solving real world problems using computational learning…