TY - JOUR 
A1 - García Cuesta, Esteban
AU - López López, José Manuel
AU - Gómez Vergel, Daniel
AU - Huertas Tato, Javier
T1 - An Adaptive Cognitive Model to Integrate Machine Learning and Visual Streaming Data
Y1 - 2021
UR - http://hdl.handle.net/11268/9448
AB - In this paper, we present our current work towards developing a context aware visual system with capabilities to generate knowledge using an adaptive cognitive model. Our goal is to assist people in their daily routines using the acquired knowledge in combination with a set of machine learning tools to provide prediction and individual routine understanding. This is useful in applications such as assistance to individuals with Alzheimer by helping them to maintain a daily routine based on historical data. The proposed cognitive model is based on simple exponential smoothing technique and provides real time detection of objects and basic relations in the scene. To fulfill these objectives we propose the integration of machine learning tools and memory based knowledge representation.
KW - Inteligencia artificial
KW - Aprendizaje automático
KW - Inteligencia artificial
KW - Autoaprendizaje
LA - eng
ER -