Dr Juan Ye: Lifelong Learning in Human Activity Recognition

Dr Juan Ye will be running an online event for IEEE SMC (Systems, Man and Cybernetics Society) on Lifelong Learning. The technical seminar, designed to focus on future research trends in human activity recognition, will take place on Friday 1st February from 2.00pm – 3.00pm.

Seminar Details: Human activity recognition systems will be increasingly deployed in real-world environments and for longer periods of time. This significantly challenges current approaches to human activity recognition, which have to account for changes in activity routines, evolution of situations, and of sensing technologies. Driven by these challenges, this webinar will argue the need to move beyond learning to lifelong machine learning – with the ability to incrementally and continuously adapt to changes in the environment being learned. We will introduce a conceptual framework for lifelong machine learning to structure various relevant proposals in the area, and identify some key research challenges that remain.

Read more about the event and joining instructions through IEEE online.