Streaming label learning for leaching knowledge from labels on the fly

流式标签学习可动态从标签中提取知识

• 批准号: DP180103424
• 负责人: Prof Dacheng Tao
• 金额: $ 27.5万
• 依托单位: The University of Sydney
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2018
• 资助国家: 澳大利亚
• 起止时间: 2018-06-04 至 2021-06-03
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP180103424
• 关键词: Streaming; label; learning; leaching; knowledge

This machine intelligence project aims to explore the potential to use and incorporate past knowledge and training to better understand, interpret and develop new concepts. The expected outcomes will provide major technological breakthroughs to benefit science, society, and the economy nationally by laying theoretical foundations for learning labels in a streaming fashion, and building the next generation of intelligent systems to accommodate environment change in applications about cybercrime, terrorism, and emergence.

这个机器智能项目旨在探索使用和整合过去知识和培训的潜力，以更好地理解，解释和开发新概念。预期成果将提供重大技术突破，通过为以流媒体方式学习标签奠定理论基础，并构建下一代智能系统以适应网络犯罪，恐怖主义和新兴应用中的环境变化，从而使科学，社会和经济受益。