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High-dimensional, outcome-dependent missing data problems: Models for the human KIR loci2025 Statistical Methods in Medical Research article Mathematics Statistical Methods and Bayesian Inference Open access
Lars L. J. van der Burg, Hein Putter, Henning Baldauf, Jürgen Sauter, Johannes Schetelig, Liesbeth C. de Wreede, +1 more
0citations -
ManiVault: A Flexible and Extensible Visual Analytics Framework for High-Dimensional Data2023 IEEE Transactions on Visualization and Computer Graphics article Computer Science Data Visualization and Analytics Open access
Alexander Vieth, Thomas Kroes, Julian Thijssen, Baldur van Lew, Jeroen Eggermont, Soumyadeep Basu, +4 more
10citations -
Bayesian galactic cartography via Gaussian processes: dark matter and interstellar gas : towards a new era of data-driven high-dimensional modelling in astrophysics0citations
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A Systematic Review of Tensor analysis models for high-dimensional computer vision tasks: Methods, Architectures, and Future Research DirectionsHigh-dimensional computer vision tasks such as hyperspectral imaging, video understanding, 3D reconstruction, a0citations
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SCHNEL: scalable clustering of high dimensional single-cell data2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Tamim Abdelaal, Paul de Raadt, Boudewijn P. F. Lelieveldt, Marcel J. T. Reinders, Ahmed Essam Mahfouz
9citations -
SCHNEL: Scalable clustering of high dimensional single-cell data2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Tamim Abdelaal, Paul de Raadt, Boudewijn P. F. Lelieveldt, Marcel J. T. Reinders, Ahmed Essam Mahfouz
2citations -
P079 High-dimensional mass cytometry after local MSC treatment in patients with refractory proctitis shows an effect on the myeloid compartment: preliminary data2020 Journal of Crohn s and Colitis conference-abstract Biochemistry, Genetics and Molecular Biology Inflammatory Bowel Disease Open access
Laura F. Ouboter, Marieke C. Barnhoorn, Lukas J.A.C. Hawinkels, Melissa van Pel, Jaap Jan Zwaginga, Hein W. Verspaget, +3 more
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Mini-Workshop: High-Dimensional Control Problems and Mean-Field Equations with Applications in Machine Learning2025 Oberwolfach Reports article Economics, Econometrics and Finance Stochastic processes and financial applications Open access
Giacomo Borghi, Elisa Iacomini, Mathias Oster, Chiara Segala
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GraphHDBSCAN*: Graph-based Hierarchical Clustering on High Dimensional Single-cell RNA Sequencing Data2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Seyed Ardalan Ghoreishi, Aleksandra Szmigiel, James Shiniti Nagai, Ivan G. Costa, Arthur Zimek, Ricardo J. G. B. Campello
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Incorporating Texture Information into Dimensionality Reduction for High-Dimensional Images2022 IEEE Pacific Visualization Symposium conference-paper Computer Science Face and Expression Recognition Open access
Alexander Vieth, Anna Vilanova, Boudewijn P. F. Lelieveldt, Elmar Eisemann, Thomas Höllt
7citations -
Benchmarking Wireless Representations: High-Dimensional vs. Compressed Embeddings for Efficiency and Robustness2026 arXiv (Cornell University) preprint Engineering Millimeter-Wave Propagation and Modeling Open access
Murilo Batista, Shirin Salehi, Saeed Mashdour, Paul Zheng, Rodrigo C. de Lamare, Anke Schmeink
0citations