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Diffeomorphic Dimensionality Reduction.
2009This paper introduces a new approach to constructing meaningful lower dimensional representations of sets of data points. We argue that constraining the mapping between the high and low dimensional spaces to be a diffeomorphism is a natural way of ensuring that pairwise distances are approximately preserved.
Walder, C., Schölkopf, B.
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One-Dimensional Covalent Organic Frameworks for the 2e− Oxygen Reduction Reaction
Angewandte Chemie - International Edition, 2023Qing Xu, Xuewen Li
exaly
2019
Dimensionality reduction is a hot research topic in data analysis today. Thanks to the advances in high-performance computing technologies and in the engineering eld, we entered in the so-called big-data era and an enormous quantity of data is available in every scientificc area, ranging from social networking, economy and politics to e-health and life
openaire +3 more sources
Dimensionality reduction is a hot research topic in data analysis today. Thanks to the advances in high-performance computing technologies and in the engineering eld, we entered in the so-called big-data era and an enormous quantity of data is available in every scientificc area, ranging from social networking, economy and politics to e-health and life
openaire +3 more sources
Overview and comparative study of dimensionality reduction techniques for high dimensional data
Information Fusion, 2020Muhammad Kashif Hanif +2 more
exaly
Visual cluster separation using high-dimensional sharpened dimensionality reduction
Information Visualization, 2022Scott Trager +2 more
exaly
Dimensional Reduction of Metal–Organic Frameworks for Enhanced Cryopreservation of Red Blood Cells
Angewandte Chemie - International Edition, 2023Qi Lei, Zhiyuan He, Stefan Wuttke
exaly
Low-dimensional catalysts for oxygen reduction reaction
Progress in Natural Science: Materials International, 2020Xin Tong, Shuhui Sun, Diane Rawach
exaly
UDRN: Unified Dimensional Reduction Neural Network for feature selection and feature projection
Neural Networks, 2023Stan Z. Li, Yongjie Xu, Zelin Zang
exaly