About Kerven Durdymyradov Kerven Durdymyradov Postdoctoral Research Fellow, Computer Science artificial intelligence machine learning decision trees Honors and Awards Bronze Medal and Honourable Mention- International Mathematical Olympiad (IMO). Netherlands–Kazakhstan (2011, 2010) 1st and 2nd place Winner - Open Doors International Olympiad - Mathematics & AI track. Russia (2022, 2020) Silver and Bronze Medals - Balkan Mathematical Olympiad (BMO). Romania-Moldova (2011, 2010) Silver and Bronze Medals - South Eastern Mathematical Olympiad (SEEMOUS). Romania-Greece (2014, 2013) Events Presented Events May 4 - May 10, 2025 Relations between Decision Trees and Decision Rule Systems Kerven Durdymyradov, Postdoctoral Research Fellow, Computer Science May 4, 11:00 - 13:00 B5 L5 R5220 decision trees machine learning This thesis investigates the complex transformation of decision rule systems into decision trees, establishing bounds on tree depth, developing polynomial-time path-finding algorithms and an optimal dynamic programming algorithm for minimum depth, and analyzing time-space complexity trade-offs for trees over infinite binary information systems.
Relations between Decision Trees and Decision Rule Systems Kerven Durdymyradov, Postdoctoral Research Fellow, Computer Science May 4, 11:00 - 13:00 B5 L5 R5220 decision trees machine learning This thesis investigates the complex transformation of decision rule systems into decision trees, establishing bounds on tree depth, developing polynomial-time path-finding algorithms and an optimal dynamic programming algorithm for minimum depth, and analyzing time-space complexity trade-offs for trees over infinite binary information systems.
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