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A biological model of nonlinear dimensionality reduction. [PDF]

Sci Adv
Yoshida K, Toyoizumi T.
europepmc   +1 more source

Inflammation Unchecked: Concurrent Kawasaki Disease and Stevens‐Johnson Syndrome in an 18‐Month‐Old Child

Arthritis Care &Research, EarlyView.
Catherine Deffendall, Jodi Backalar, Elizabeth Acevedo Zapata, Adriana Della Porta, Lorin Bibb, Tyler Reese, Charlotte M. Brown   +6 more
wiley   +1 more source

Multilabel dimensionality reduction via dependence maximization

ACM Transactions on Knowledge Discovery From Data, 2010
Multilabel learning deals with data associated with multiple labels simultaneously. Like other data mining and machine learning tasks, multilabel learning also suffers from the curse of dimensionality . Dimensionality
Zhi-Hua Zhou
exaly   +2 more sources

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Feature dimensionality reduction: a review

Complex & Intelligent Systems, 2022
Weikuan Jia, Sujuan Hou, Meili Sun
exaly  

Explaining dimensionality reduction results using Shapley values

Expert Systems With Applications, 2021
Danilo Medeiros Eler
exaly  

Dimensionality reduction by UMAP reinforces sample heterogeneity analysis in bulk transcriptomic data

Cell Reports, 2021
Di Wu, Yong-Gang Duan, Tiefu Zhang
exaly  

Overview and comparative study of dimensionality reduction techniques for high dimensional data

Information Fusion, 2020
Muhammad Kashif Hanif, Shaeela Ayesha, Ramzan Talib   +2 more
exaly