DEFENCE OF THE DOCTORAL DISSERTATION BY KLEMEN KENDA

Defence of the Doctoral Dissertation by Klemen Kenda

IPS invites you to the Defence of the Doctoral Dissertation by Klemen Kenda titled: Pre-processing of heterogeneous data streams for Internet of Things applications. The defence will take place on Thursday, 23 May 2024, at 3:00 p.m. at the IPS Lecture Room, Jamova 39, 1000 Ljubljana. You can also join the defence via the following link: https://us02web.zoom.us/j/83664189411?pwd=U0xXWnBTRzNxY0dwOER4OHdVcHhaUT09 (Meeting ID: 836 6418 9411, Passcode: 675660).

Short summary:

The Internet of Things facilitates real-time monitoring of diverse data streams, including water and electricity consumption. Leveraging machine learning techniques, these data can be harnessed to build predictive models. In the doctoral thesis, novel methods for incremental data preprocessing and fusion of heterogeneous sources, and complementary techniques were developed to improve model accuracy. The designed architecture facilitated the implementation and evaluation of models across real-world scenarios.

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