Evaluating integrated weight linear method to class imbalanced learning in video data

• Main Authors: Mohd Apandi, Ziti Fariha, Mustapha, Norwati, Affendey, Lilly Suriani
• Format: Conference or Workshop Item
• Language: English
• Published: IEEE 2011
• Online Access: http://psasir.upm.edu.my/id/eprint/69397/1/Evaluating%20integrated%20weight%20linear%20method%20to%20class%20imbalanced%20learning%20in%20video%20data.pdf; http://psasir.upm.edu.my/id/eprint/69397/

With the enormous amount of video data especially with the existence of the noisy and irrelevant information, it would be difficult for a typical detection process to capture a small portion of targeted due to the class imbalance problem. In this paper, class imbalance referred to a very small perce...