Dr. Lars Lenssen

@inproceedings{DBLP:conf/hicss/LenssenSJS25,
 author = {Lars Lenssen and Philip Stahmann and Christian Janiesch and Erich Schubert},
 booktitle = {58th Hawaii International Conference on System Sciences, {HICSS} 2025, Hilton Waikoloa Village, Hawaii, USA, January 7-10, 2025},
 doi = {10.24251/HICSS.2025.145},
 pages = {1--10},
 title = {Archetype Discovery from Taxonomies: {A} Method to Cluster Small Datasets of Categorical Data},
 year = {2025}
}

@article{DBLP:journals/is/LenssenS24,
 author = {Lars Lenssen and Erich Schubert},
 doi = {10.1016/J.IS.2023.102290},
 journal = {Information Systems},
 pages = {102290},
 title = {Medoid Silhouette clustering with automatic cluster number selection},
 volume = {120},
 year = {2024}
}

@inproceedings{DBLP:conf/lwa/LenssenSS23,
 author = {Lars Lenssen and Niklas Strahmann and Erich Schubert},
 booktitle = {Lernen, Wissen, Daten, Analysen {(LWDA)} Conference Proceedings, Marburg, Germany},
 pages = {387--398},
 title = {Fast k-Nearest-Neighbor-Consistent Clustering},
 url = {https://ceur-ws.org/Vol-3630/LWDA2023-paper34.pdf},
 year = {2023}
 note = {KDML best paper award},
}

@incollection{DBLP:books/degruyter/22/LenssenSKS0H22-1,
 author = {Lars Lenssen and Erich Schubert},
 booktitle = {Machine Learning under Resource Constraints -- Fundamentals},
 chapter = {5.1},
 doi = {10.1515/9783110785944-005},
 editor = {Katharina Morik and Peter Marwedel},
 pages = {182--196},
 publisher = {De Gruyter},
 series = {De Gruyter {STEM}},
 title = {Sparse Partitioning Around Medoids},
 volume = {1},
 year = {2022}
}

@inproceedings{DBLP:conf/sisap/LenssenS22,
 author = {Lars Lenssen and Erich Schubert},
 booktitle = {Similarity Search and Applications - 15th International Conference, {SISAP} 2022, Bologna, Italy, October
5-7, 2022, Proceedings},
 doi = {10.1007/978-3-031-17849-8\_15},
 pages = {190--204},
 title = {Clustering by Direct Optimization of the Medoid Silhouette},
 year = {2022}
}

@article{DBLP:journals/jossw/SchubertL22,
 author = {Erich Schubert and Lars Lenssen},
 doi = {10.21105/JOSS.04183},
 journal = {J. Open Source Softw.},
 number = {75},
 pages = {4183},
 title = {Fast k-medoids Clustering in Rust and Python},
 volume = {7},
 year = {2022}
}

@misc{zenodo/SchubertL22,
 author = {Schubert, Erich and Lenssen, Lars},
 doi = {10.5281/zenodo.6802320},
 month = {July},
 publisher = {Zenodo},
 howpublished = {Open-source software, Zenodo},
 title = {Fast k-medoids Clustering in Rust and Python},
 version = {0.3.3},
 year = {2022}
}