刘昭阁、李向阳、Grunde Jomaas:Identifying Community Fire Hazards from Citizen Communication by Applying Transfer Learning and Machine Learning Techniques
作者简介:刘昭阁,厦门大学公共事务学院助理教授文章来源:《FIRE TECHNOLOGY》 2021年第11期【摘要】A cross-region transfer learning method is proposed to identify community (e.g. car parks, public spaces and shopping centers) fire hazards based on text input provided by community members. The key component of the method, which also accounts for data imbalance, is an improved transfer component ana...