Novel Online Dimensionality Reduction Method with Improved Topology Representing and Radial Basis Function Networks.

Novel Online Dimensionality Reduction Method with Improved Topology Representing and Radial Basis Function Networks.

This paper presents improvements to the conventional Topology Representing Network to build more appropriate topology relationships. Based on this improved Topology Representing Network, we propose a novel method for online dimensionality reduction that integrates the improved Topology Representing...

Full description

Bibliographic Details
Main Authors:	Shengqiao Ni, Jiancheng Lv, Zhehao Cheng, Mao Li
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2015-01-01
Series:	PLoS ONE
Online Access:	http://europepmc.org/articles/PMC4498733?pdf=render

Similar Items

Control point selection for dimensionality reduction by radial basis function
by: Kotryna Paulauskienė, et al.
Published: (2016-02-01)

High-Dimensional Radial Basis Function Extension Interpolation Nonlinear Post-Distorter in Visible Light Communication Systems
by: Ni Chen, et al.
Published: (2022-01-01)

Power Flows and Losses Calculation in Radial Networks by Representing the Network Topology in the Hierarchical Structure Form
by: Aminjon Gulakhmadov, et al.
Published: (2022-01-01)

Noise Reduction Technique for Images using Radial Basis Function Neural Networks
by: Sander Ali Khowaja, et al.
Published: (2014-07-01)

A Novel Radial Basis Function Approach for Infiltration-Induced Landslides in Unsaturated Soils
by: Cheng-Yu Ku, et al.
Published: (2022-03-01)

Three Dimensional Structure Optimization of Proton Exchange Membrane Fuel Cell with Radial Flow Field Based on Topology Optimization
by: Cheng QU, et al.
Published: (2023-07-01)

A New Approach to Improve the Topological Stability in Non-Linear Dimensionality Reduction
by: Mohammed Elhenawy, et al.
Published: (2020-01-01)

Multi-objective evolutionary optimization for dimensionality reduction of texts represented by synsets
by: Iñaki Vélez de Mendizabal, et al.
Published: (2023-02-01)

Radial Basis Functional Model of Multi-Point Dieless Forming Process for Springback Reduction and Compensation
by: Misganaw Abebe, et al.
Published: (2017-11-01)

A local radial basis function method for high-dimensional american option pricing problems
by: Rafael Company, et al.
Published: (2018-02-01)

Multilevel collocation with radial basis functions
by: Farrell, P
Published: (2014)

Radial basis functions : theory and implementations /
by: Buhmann, M. D. (Martin Dietrich), 1963-
Published: (2003)

The Matlab Radial Basis Function Toolbox
by: Scott A. Sarra
Published: (2017-03-01)

Chaotic Analysis of Radial Basis Model
Published: (2006-06-01)

Revised model for radial Basis Function
Published: (2008-06-01)

High dimensional linear regression using lattice basis reduction
by: Gamarnik, David, et al.
Published: (2022)

High dimensional linear regression using lattice basis reduction
Published: (2021)

DATA CLASSIFICATION WITH NEURAL CLASSIFIER USING RADIAL BASIS FUNCTION WITH DATA REDUCTION USING HIERARCHICAL CLUSTERING
by: M. Safish Mary, et al.
Published: (2012-04-01)

Model order reduction by radial basis function network for sparse reconstruction of an industrial natural gas boiler
by: Jinwoo Park, et al.
Published: (2022-09-01)

Radial basis functions method for solving three-dimensional linear Fredholm integral equations on the cubic domains
by: Mohsen Esmaeilbeigi, et al.
Published: (2017-10-01)

Efficient VLSI Architecture for Training Radial Basis Function Networks
by: Wen-Jyi Hwang, et al.
Published: (2013-03-01)

Topological dimensionality reduction-based machine learning for efficient gradient-free 3D topology optimization
by: Zhaoyou Sun, et al.
Published: (2022-08-01)

A Novel ANN-Based Radial Basis Function Collocation Method for Solving Elliptic Boundary Value Problems
by: Chih-Yu Liu, et al.
Published: (2023-09-01)

Bayesian radial basis functions of variable dimension
by: Holmes, C, et al.
Published: (1998)

Radial or Bilateral? The Molecular Basis of Floral Symmetry
by: Francesca Lucibelli, et al.
Published: (2020-04-01)

Radial Basis Function Cascade Correlation Networks
by: Peter de B. Harrington, et al.
Published: (2009-08-01)

Evaluation of optimal Zernike radial degree for representing corneal surfaces.
by: Pooria Omidi, et al.
Published: (2022-01-01)

Topological basis of ECG classification
by: Ilya Alexandrivich Romanetz, et al.
Published: (2012-12-01)

Mejoramiento de imágenes usando funciones de base radial Images improvement using radial basis functions
by: Jaime Alberto Echeverri Arias, et al.
Published: (2009-07-01)

A novel geometry image to accurately represent a surface by preserving mesh topology
by: Sheng Zeng, et al.
Published: (2021-11-01)

ROAM: a Radial-basis-function Optimization Approximation Method for diagnosing the three-dimensional coronal magnetic field
by: Kevin Dalmasse, et al.
Published: (2016-07-01)

Quantum criticality of loops with topologically constrained dynamics
by: Zhehao Dai, et al.
Published: (2020-07-01)

An Improved Radial Basis Function Interpolation Method in Unstructured Nested Grids
by: Jin Chenhui, et al.
Published: (2019-10-01)

On Comparison between Radial Basis Function and Wavelet Basis Functions Neural Networks
by: L.N.M. Tawfiq, et al.
Published: (2017-05-01)

A 27-Intersection Model for Representing Detailed Topological Relations between Spatial Objects in Two-Dimensional Space
by: Jingwei Shen, et al.
Published: (2017-02-01)

Hierarchical Distribution Network Topology Formulation and Dimensionality Reduction Using Homeomorphism Transformation
by: Jinming Chen, et al.
Published: (2022-01-01)

Microseismic strength prediction based on radial basis probabilistic neural network
by: Hui Liu, et al.
Published: (2020-06-01)

A Dimensional Reduction Approach Based on the Application of Reduced Basis Methods in the Framework of Hierarchical Model Reduction
by: Ohlberger, Mario, et al.
Published: (2014)

Fault location with DGs in radial distribution system using radial basis function neural network /
by: Muhammad Hafiiz Hamzah, author 607436, et al.
Published: (2017)

Fault location with DGs in radial distribution system using radial basis function neural network /
by: Muhammad Hafiiz Hamzah, author 607436, et al.
Published: (2017)