Anomaly detection in building management systems (BMS) presents two challenges: context-agnostic thresholding, in which a single global threshold cannot simultaneously accommodate high-load weekday peaks and low-load weekend periods, and unfaithful temporal attribution, in which explanation maps are decoupled from the...
Chi Minh Hieu Nguyen, Ly-Huynh Phan· International Conference on...· 0 citations
In modern software systems, large-scale technical manuals and complex user workflows impose a significant cognitive barrier for end-users, particularly children and the elderly. While integrated automated assistants have emerged as a promising service paradigm to abstract these system complexities, traditional Retrieva...
Ly-Huynh Phan, Dinh-Dat Nguyen, Huy-Vu Luu· International Symposium on S...· 0 citations
GSC-QA (Goal-based Sequential Conversation QA), a framework that integrates three complementary components into a unified enterprise dialogue architecture that combines retrieval, instruction enforcement, and goal persistence in a single coordinated loop built on LangGraph, is introduced.
