Online incremental hierarchical classification resonance network
作者：
Highlights：
• OIHCRN enables online incremental class learning in hierarchical classification.
• OIHCRN is based on a novel classification network and has improved performance.
• OIHCRN reflects the class level dependency and simultaneously normalizes input online.
• OIHCRN-CE and OIHCRN-DL reduce the model complexity and improve performance.
• OIHCRN was applied to a multimedia recommendation system for digital storytelling.
摘要
•OIHCRN enables online incremental class learning in hierarchical classification.•OIHCRN is based on a novel classification network and has improved performance.•OIHCRN reflects the class level dependency and simultaneously normalizes input online.•OIHCRN-CE and OIHCRN-DL reduce the model complexity and improve performance.•OIHCRN was applied to a multimedia recommendation system for digital storytelling.
论文关键词：Hierarchical classification,Incremental class learning,Blocking method,Human-Computer/robot interaction,Multimedia recommendation
论文评审过程：Received 1 November 2019, Revised 25 June 2020, Accepted 22 September 2020, Available online 29 September 2020, Version of Record 29 September 2020.
论文官网地址：https://doi.org/10.1016/j.patcog.2020.107672
