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Papers in Advanced Clustering Algorithms Research 26

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The area under the ROC curve as a measure of clustering quality
2022 Data Mining and Knowledge Discovery article Computer Science Advanced Clustering Algorithms Research Open access

Pablo Andretta Jaskowiak, Ivan G. Costa, Ricardo J. G. B. Campello

58

citations
Elastic Multi-view Subspace Clustering with Pairwise and High-order Correlations
2023 IEEE Transactions on Knowledge and Data Engineering article Computer Science Advanced Clustering Algorithms Research

Yalan Qin, Nan Pu, Hanzhou Wu

38

citations
Adjusted Concordance Index: an Extensionl of the Adjusted Rand Index to Fuzzy Partitions
2020 Journal of Classification article Computer Science Advanced Clustering Algorithms Research

Antonio D’Ambrosio, Sonia Amodio, Carmela Iorio, Giuseppe Pandolfo, Roberta Siciliano

23

citations
Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering
2022 Journal of Classification article Computer Science Advanced Clustering Algorithms Research Open access

Julian Rossbroich, Jeffrey Durieux, Tom F. Wilderjans

15

citations
Clustering Object-Centric Event Logs
2023 International Conference on Data Science, Technology and Applications (DATA) conference-paper Computer Science Advanced Clustering Algorithms Research Open access

Anahita Farhang Ghahfarokhi, Fatemeh Akoochekian, Fareed Zandkarimi, Wil M. P. van der Aalst

5

citations
Co-Clustering for Object by Variable Data Matrices
2020 Behaviormetrics book-chapter Computer Science Advanced Clustering Algorithms Research

Hans‐Hermann Bock

5

citations
Unsupervised ranking of clustering algorithms by INFOMAX
2020 PLoS ONE article Computer Science Advanced Clustering Algorithms Research Open access cited by 2 patents

Sandipan Sikdar, Animesh Mukherjee, Matteo Marsili

4

citations
Clustering Validation with The Area Under Precision-Recall Curves
2023 arXiv (Cornell University) preprint Computer Science Advanced Clustering Algorithms Research Open access

Pablo Andretta Jaskowiak, Ivan G. Costa

4

citations
A Comprehensive Analysis of Quantum Clustering : Finding All the Potential Minima
2021 International Journal of Data Mining & Knowledge Management Process article Computer Science Advanced Clustering Algorithms Research Open access

Aude Maignan

3

citations
LLMs Enable Bag-of-Texts Representations for Short-Text Clustering
2026 Annual Meeting of the Association for Computational Linguistics (ACL) conference-paper Computer Science Advanced Clustering Algorithms Research Open access

Faegheh Hasibi, Suzan Verberne

2

citations
Use of clustering techniques for clinical and epidemiological research: practical tips using an example from rheumatology
2026 Journal of Clinical Epidemiology article Computer Science Advanced Clustering Algorithms Research Open access

Martine T Jansen, Mark Matthijs Bakker, Alexandre Rocha Sepriano, Ziv Shkedy, Robert Landewé, Sofía Ramiro, +2 more

2

citations
Untangling Gaussian Mixtures
2024 arXiv (Cornell University) preprint Computer Science Advanced Clustering Algorithms Research Open access

E. Fluck, Sandra Kiefer, Christoph Standke

1

citations
Quantum Clustering Analysis: Minima of the Potential Energy Function
2020 conference-paper Computer Science Advanced Clustering Algorithms Research Open access

Aude Maignan

0

citations
Untangling Gaussian Mixtures
2025 Lecture notes in computer science conference-paper Computer Science Advanced Clustering Algorithms Research

Eva Fluck, Sandra Kiefer, Christoph Standke

0

citations
KSC - Observational Data Clustering Preprocessor
2025 Jülich DATA dataset Computer Science Advanced Clustering Algorithms Research Open access

0

citations
CLUEstering
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Advanced Clustering Algorithms Research Open access

Simone Balducci, Felice Pantaleo, Aurora Perego, Wahid Redjeb, Marco Rovere, Francesco Giacomini

0

citations
CLUEstering
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Advanced Clustering Algorithms Research Open access

Simone Balducci, Felice Pantaleo, Aurora Perego, Wahid Redjeb, Marco Rovere, Francesco Giacomini

0

citations
CLUEstering
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Advanced Clustering Algorithms Research Open access

Simone Balducci, Felice Pantaleo, Aurora Perego, Wahid Redjeb, Marco Rovere, Francesco Giacomini

0

citations
CLUEstering
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Advanced Clustering Algorithms Research Open access

Simone Balducci, Felice Pantaleo, Aurora Perego, W. Redjeb, M. Rovere, Francesco Maria Giacomini

0

citations
Covariance‐based soft clustering of functional data based on the Wasserstein–Procrustes metric
2023 Scandinavian Journal of Statistics article Computer Science Advanced Clustering Algorithms Research Open access

Valentina Masarotto, Guido Masarotto

0

citations
LUMI: Unsupervised Intent Clustering with Multiple Pseudo-Labels
2026 International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) conference-paper Computer Science Advanced Clustering Algorithms Research Open access

Faegheh Hasibi, Suzan Verberne

0

citations
LLMs Enable Bag-of-Texts Representations for Short-Text Clustering
2026 Underline Science Inc. other Computer Science Advanced Clustering Algorithms Research Open access

Association for Computational Linguistics 2026, Faegheh Hasibi, Suzan Verberne

0

citations
Supplementary material for article 'Clustering algorithms and performance evaluation metrics for the Tell El-Yahudiya ceramic ware typology'
2026 Zenodo (CERN European Organization for Nuclear Research) supplementary-materials Computer Science Advanced Clustering Algorithms Research Open access

Guilherme D'Andrea Curra

0

citations
Clustering algorithms and performance evaluation metrics for the Tell El-Yahudiya ceramic ware typology
2026 Zenodo (CERN European Organization for Nuclear Research) preprint Computer Science Advanced Clustering Algorithms Research Open access

Guilherme D'Andrea Curra, Dennis Braekmans, Karsten Lambers

0

citations
Supplementary material for article 'Clustering algorithms and performance evaluation metrics for the Tell El-Yahudiya ceramic ware typology'
2026 Zenodo (CERN European Organization for Nuclear Research) supplementary-materials Computer Science Advanced Clustering Algorithms Research Open access

Guilherme D'Andrea Curra

0

citations