معرفی
Derian Boer is a Researcher at the Institute of Computer Science at Johannes Gutenberg University Mainz. Specializing in knowledge graphs, secure multi-party computing, and machine learning applications in life sciences/environmental protection. Current research focuses on curATime - curATech projects.
Education:
- Master's in Computer Science (2016-2018), Johannes Gutenberg University Mainz
- Bachelor's in Business Informatics (2013-2016), Rhine-Main University of Corporate Education
Research interests include integrating knowledge graphs with machine learning, secure computing for collaborative AI, and multi-omics predictions. Recent work emphasizes privacy-preserving techniques and federated learning applications. Active in teaching roles including thesis supervision in data mining and machine learning seminars.
Publications highlight advancements in secure computation methods, knowledge graph integration with LLMs, and privacy-aware classification systems. Engaged in projects addressing real-world challenges in data-driven prediction and environmental protection through machine learning innovations.
Advising activities include supervision of over 10 student theses across various machine learning topics. No grants explicitly listed in provided materials. Affiliated with the Data Mining Group at Mainz University, contributing to interdisciplinary research initiatives in computational logics and Python-based data analysis education.
