Results 61 to 70 of about 375,641 (168)
Using Dimensionality Reduction to Analyze Protein Trajectories
Frontiers in Molecular Biosciences, 2019 In recent years the analysis of molecular dynamics trajectories using dimensionality reduction algorithms has become commonplace. These algorithms seek to find a low-dimensional representation of a trajectory that is, according to a well-defined ...
Gareth A. Tribello, Piero Gasparotto
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Die Reduction der mechanischen Grundeinheiten auf eine einzige Dimension [PDF]
, 1883 E. Budde
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IEEE AccessThis paper presents an extensive empirical study on the integration of dimensionality reduction techniques with advanced unsupervised time series anomaly detection models, focusing on the MUTANT and Anomaly-Transformer models.
Mahsun Altin, Altan Cakir
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Dimensionality Reduction via Multiple Locality-Constrained Graph Optimization
IEEE Access, 2018 In recent years, graph-based dimensionality reduction methods became increasingly more significant since they have been successfully applied in various computer vision and machine learning problems.
Caixia Zheng +6 more
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Dimensionality Reduction by Weighted Connections between Neighborhoods
Abstract and Applied Analysis, 2014 Dimensionality reduction is the transformation of high-dimensional data into a meaningful representation of reduced dimensionality. This paper introduces a dimensionality reduction technique by weighted connections between neighborhoods to improve K ...
Fuding Xie, Yutao Fan, Ming Zhou
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Geodesic distances in the intrinsic dimensionality estimation using packing numbers
Nonlinear Analysis, 2014 Dimensionality reduction is a very important tool in data mining. An intrinsic dimensionality of a data set is a key parameter in many dimensionality reduction algorithms. When the intrinsic dimensionality of a data set is known, it is possible to reduce
Rasa Karbauskaitė, Gintautas Dzemyda
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Symmetries of Einstein-Yang-Mills fields and dimensional reduction [PDF]
, 1985 Robert Coquereaux, Arkadiusz Jadczyk
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Reductive group actions with one-dimensional quotient [PDF]
, 1992 Hanspeter Kraft, Gerald W. Schwarz
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Reduction of dimension of approximate intertial manifolds by symmetry [PDF]
, 1999 Anïbal Rodríguez-Bernal, Bixiang Wang
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Infinite dimensional homogeneous reductive spaces and finite index conditional expectations [PDF]
, 1997 Esteban Andruchow +3 more
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