提出了一种针对 RCML 问题的证据冲突多视图学习 (ECML) 方法。 在多视图融合阶段,提出一种冲突意见聚合策略,并从理论上证明了该策略可以精确地模拟多视图公共和视图特定可靠性的关系。 总体上就是指出了一种RCML问题,并针对该问题提出ECML方法来为冲突的多视图数据提供决策结果和附加可靠性。 3. 模型 问题定义 RCM...
Multi-view learning aims to combine multiple features to achieve more comprehensive descriptions of data. Most previous works assume that multiple views are strictly aligned. However, real-world multi-view data may contain low-quality conflictive instances, which show conflictive information in different...