help研究问题护理、健康与任务步骤活动识别在应对真实场景数据中缺失值、高类别不平衡及标注错误时,哪些方法最为有效?UbiComp '21Summary of the Third Nurse Care Activity Recognition Challenge - Can We Do from the Field Data?
help研究问题护理、健康与任务步骤活动识别人类活动识别(HAR)技术如何应对传感器信号限制和用户行为多样性以提高任务步骤跟踪的准确性?UbiComp '24Unified Framework for Procedural Task Assistants powered by Human Activity Recognition
help研究问题护理、健康与任务步骤活动识别在多任务和多传感器环境中,如何设计一个通用且模块化的任务支持框架?UbiComp '24Unified Framework for Procedural Task Assistants powered by Human Activity Recognition
help研究问题护理、健康与任务步骤活动识别结合大语言模型(如GPT-4V),如何实现上下文感知的实时任务交互?UbiComp '24Unified Framework for Procedural Task Assistants powered by Human Activity Recognition
help研究问题护理、健康与任务步骤活动识别如何通过可穿戴传感器和多模态数据实现高效的实时过程跟踪?UbiComp '23PrISM-Tracker: A Framework for Multimodal Procedure Tracking Using Wearable Sensors and State Transition Information with User-Driven Handling of Errors and Uncertainty
help研究问题护理、健康与任务步骤活动识别状态转移图模型如何提高人类活动识别(HAR)在噪声和不确定性情况下的准确性?UbiComp '23PrISM-Tracker: A Framework for Multimodal Procedure Tracking Using Wearable Sensors and State Transition Information with User-Driven Handling of Errors and Uncertainty
help研究问题护理、健康与任务步骤活动识别用户输入(如语音反馈)能否有效提升模型的性能,并在多大程度上影响用户负担?UbiComp '23PrISM-Tracker: A Framework for Multimodal Procedure Tracking Using Wearable Sensors and State Transition Information with User-Driven Handling of Errors and Uncertainty