Here is a small interesting problem. A user in a smart home performs a sequence of activities and the smart home records a sensor stream that was generated by those activities. The sensors might be motion sensors or RFID...

Yuri Ivanov of Honda Research Labs and MIT. He develops machine learning for the Honda humanoid robot, ASIMO. He believes that an adaptive user interface requires some way for a human to direct the adaptation in some naive way....