معرفی
Oleg Sysoev is a Senior Associate Professor in the Department of Computer and Information Science (IDA) at Linköping University, Sweden. He specializes in Statistics and Machine Learning, contributing to the Master's program 'Statistics and Machine Learning'. His academic background includes a Master's in Applied Mathematics from Russia and a doctoral thesis in Statistics at Linköping University (2010), focusing on monotonic regression for large datasets.
Research Interests:
- Monotonic regression and interpolation
- Machine learning methods (decision trees, kernel smoothing, neural networks)
- Data mining in public health
- Bootstrap methods and computational statistics
- Optimization techniques
Grants & Collaborations:
- Lead researcher in a SEK 13 million project (Swedish Research Council) applying AI to forensic analysis for solving murders.
- Member of the Wallenberg AI, Autonomous Systems and Software Program (WASP), a major Swedish research initiative.
- Associated with the Division of Statistics and Machine Learning (STIMA), focusing on data-driven methodologies.
Teaching & Academic Leadership:
- Responsible for teaching at undergraduate and graduate levels in statistics and machine learning.
- Supports curriculum development for the Master's program in Statistics and Data Mining.
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