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Exploring ESC Winners with Nested Diagrams
Anurag Sharma, Marcel Nöhre, Gerd Stumme
We present ConceptFlow, a scikit-learn-compatible Python library for Formal Concept Analysis that constructs and renders nested line diagrams from many-valued formal contexts. Give…
Rises for Measuring Local Distributivity in Lattices
Mohammad Abdulla, Tobias Hille, Dominik Dürrschnabel +1
Distributivity is a well-established and extensively studied notion in lattice theory. In the context of data analysis, particularly within Formal Concept Analysis (FCA), lattices…
Conceptual Topic Aggregation
Klara M. Gutekunst, Dominik Dürrschnabel, Johannes Hirth +1
The vast growth of data has rendered traditional manual inspection infeasible, necessitating the adoption of computational methods for efficient data exploration. Topic modeling ha…