2024
Ordinal motifs in lattices.
Inf. Sci., February, 2024
Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research.
Trans. Mach. Learn. Res., 2024
What is the <i>intrinsic</i> dimension of your binary data? - and how to compute it quickly.
CoRR, 2024
The Geometric Structure of Topic Models.
CoRR, 2024
Collaborative Hybrid Human AI Learning through Conceptual Exploration.
Proceedings of the Workshops at the Third International Conference on Hybrid Human-Artificial Intelligence co-located with (HHAI 2024), 2024
A Repository for Formal Contexts.
Proceedings of the Conceptual Knowledge Structures - First International Joint Conference, 2024
What is the Intrinsic Dimension of Your Binary Data? - and How to Compute it Quickly.
Proceedings of the Conceptual Knowledge Structures - First International Joint Conference, 2024
2023
Correction: Research topic flows in co‑authorship networks.
Scientometrics, September, 2023
Research topic flows in co-authorship networks.
Scientometrics, September, 2023
Conceptual views on tree ensemble classifiers.
Int. J. Approx. Reason., August, 2023
Intrinsic Dimension for Large-Scale Geometric Learning.
Trans. Mach. Learn. Res., 2023
Towards Ordinal Data Science.
TGDK, 2023
Drawing Order Diagrams Through Two-Dimension Extension.
J. Graph Algorithms Appl., 2023
Selecting Features by their Resilience to the Curse of Dimensionality.
CoRR, 2023
Proceedings of the Formal Concept Analysis - 17th International Conference, 2023
Automatic Textual Explanations of Concept Lattices.
Proceedings of the Graph-Based Representation and Reasoning, 2023
2022
On the lattice of conceptual measurements.
Inf. Sci., 2022
Discovering Locally Maximal Bipartite Subgraphs.
CoRR, 2022
Formal Conceptual Views in Neural Networks.
CoRR, 2022
Mapping Research Trajectories.
CoRR, 2022
Knowledge cores in large formal contexts.
Ann. Math. Artif. Intell., 2022
FCA2VEC: Embedding Techniques for Formal Concept Analysis.
Proceedings of the Complex Data Analytics with Formal Concept Analysis, 2022
2021
Topic space trajectories.
Scientometrics, 2021
Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research.
Scientometrics, 2021
Towards Explainable Scientific Venue Recommendations.
CoRR, 2021
Topological Indoor Mapping through WiFi Signals.
CoRR, 2021
Exploring Scale-Measures of Data Sets.
Proceedings of the Formal Concept Analysis - 16th International Conference, 2021
Quantifying the Conceptual Error in Dimensionality Reduction.
Proceedings of the Graph-Based Representation and Reasoning, 2021
2020
Dataset of User Study for DimDraw.
Dataset, October, 2020
Null Models for Formal Contexts.
Inf., 2020
Probably approximately correct learning of Horn envelopes from queries.
Discret. Appl. Math., 2020
Topic Space Trajectories: A case study on machine learning literature.
CoRR, 2020
Orometric Methods in Bounded Metric Data.
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020
2019
Discovering Knowledge in Bipartite Graphs with Formal Concept Analysis.
PhD thesis, 2019
FCA2VEC: Embedding Techniques for Formal Concept Analysis.
CoRR, 2019
Collaborative Interactive Learning - A clarification of terms and a differentiation from other research fields.
,
,
,
,
,
,
,
,
,
,
CoRR, 2019
Distances for wifi based topological indoor mapping.
Proceedings of the MobiQuitous 2019, 2019
Conexp-Clj - A Research Tool for FCA.
Proceedings of the Supplementary Proceedings of ICFCA 2019 Conference and Workshops, 2019
Discovering Implicational Knowledge in Wikidata.
Proceedings of the Formal Concept Analysis - 15th International Conference, 2019
DimDraw - A Novel Tool for Drawing Concept Lattices.
Proceedings of the Supplementary Proceedings of ICFCA 2019 Conference and Workshops, 2019
Relevant Attributes in Formal Contexts.
Proceedings of the Graph-Based Representation and Reasoning, 2019
Formal Context Generation Using Dirichlet Distributions.
Proceedings of the Graph-Based Representation and Reasoning, 2019
2018
Intrinsic dimension and its application to association rules.
CoRR, 2018
Clones in Social Networks.
CoRR, 2018
Intrinsic dimension of concept lattices.
CoRR, 2018
Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018
Towards Collaborative Conceptual Exploration.
Proceedings of the Graph-Based Representation and Reasoning, 2018
2017
Individuality in Social Networks.
Proceedings of the Formal Concept Analysis of Social Networks, 2017
On the Usability of Probably Approximately Correct Implication Bases.
Proceedings of the Formal Concept Analysis - 14th International Conference, 2017
2016
Some Experimental Results on Randomly Generating Formal Contexts.
Proceedings of the Thirteenth International Conference on Concept Lattices and Their Applications, 2016
Social event network analysis: Structure, preferences, and reality.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016