Multi-instance learning and its current research status
Meiyi Li · Kongzhi yu juece · 2004
Multi-instance learning (MIL), which is regarded as the fourth learning framework, is fully introduced and analyzed. MIL is described by using mathematical formulae, and its main properties are summed up at the (beginning.) Then, main algorithms for solving MIL are surveyed, and the main idea of these algorithms is (expounded.) At the end, the future developments of MIL are presented.