DEFENCE OF THE DOCTORAL DISSERTATION BY GAŠPER PETELIN

Defence of the Doctoral Dissertation by Gašper Petelin

IPS invites you to the Defence of the Doctoral Dissertation by Gašper Petelin titled: Feature Construction Techniques in Time-Series Analysis and Single-objective Optimization. The defence will take place on Monday, 22 September 2025, at 10:00 a.m. at the IPS Lecture Room, Jamova 39, 1000 Ljubljana. You can also join the defence via the following link: Zoom, Meeting ID: 839 5801 1849, Passcode: 676002.

Short summary:

This thesis proposes novel feature construction methods for single-objective optimization using topological and random transformation. It also examines the explainability and robustness of time series features for classification and forecasting algorithm selection tasks.

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