معرفی
Professor Dr. Tom Hanika is affiliated with the University of Hildesheim, working in the Intelligent Information Systems (IIS) division within the Institute of Computer Science. His research bridges formal concept analysis, machine learning, and knowledge representation, focusing on geometric interpretations of data and explainable AI systems.
- Research Themes: Intrinsic dimensionality, lattice structures, and hybrid human-AI collaboration
- Teaching: Offers courses in databases, C++ programming, and semantic technologies
- Contact: Office (SC.C. 2.03), Phone +49 5121 883-40312, Email via contact form
Recent publications highlight his work on geometric data analysis and formal context manipulation, including applications in graph neural networks, ordinal pattern recognition, and conceptual lattice visualization. His Collaborative Hybrid Human AI Learning framework demonstrates practical implementations of these theories.
Current projects explore dimensionality resilience in machine learning models and topic flow visualization in academic networks, reflecting his dual focus on theoretical foundations and applied knowledge systems.
