4.7 Article

Accurate Estimation of the Intrinsic Dimension Using Graph Distances: Unraveling the Geometric Complexity of Datasets

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Information Systems

Intrinsic dimension estimation: Advances and open problems

Francesco Camastra et al.

INFORMATION SCIENCES (2016)

Article Physiology

Evolutionary imprint of activation: The design principles of VSDs

Eugene Palovcak et al.

JOURNAL OF GENERAL PHYSIOLOGY (2014)

Article Computer Science, Hardware & Architecture

Big Data: A Survey

Min Chen et al.

MOBILE NETWORKS & APPLICATIONS (2014)

Article Computer Science, Artificial Intelligence

DANCo: An intrinsic dimensionality estimator exploiting angle and norm concentration

Claudio Ceruti et al.

PATTERN RECOGNITION (2014)

Article Physiology

Construction and validation of a homology model of the human voltage-gated proton channel hHV1

Kethika Kulleperuma et al.

JOURNAL OF GENERAL PHYSIOLOGY (2013)

Article Computer Science, Artificial Intelligence

Fractal-Based Intrinsic Dimension Estimation and Its Application in Dimensionality Reduction

Dengyao Mo et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2012)

Article Computer Science, Artificial Intelligence

Novel high intrinsic dimensionality estimators

A. Rozza et al.

MACHINE LEARNING (2012)

Article Multidisciplinary Sciences

Direct-coupling analysis of residue coevolution captures native contacts across many protein families

Faruck Morcos et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2011)

Article Mathematics, Applied

Diffusion maps

Ronald R. Coifman et al.

APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS (2006)

Article Engineering, Electrical & Electronic

Geodesic entropic graphs for dimension and entropy estimation in manifold learning

JA Costa et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2004)

Article Computer Science, Artificial Intelligence

Data dimensionality estimation methods: a survey

F Camastra

PATTERN RECOGNITION (2003)

Article Computer Science, Artificial Intelligence

Laplacian eigenmaps for dimensionality reduction and data representation

M Belkin et al.

NEURAL COMPUTATION (2003)

Article Computer Science, Artificial Intelligence

Estimating the intrinsic dimension of data with a fractal-based method

F Camastra et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2002)

Article Physics, Multidisciplinary

Random distance distribution for spherical objects: general theory and applications to physics

SJ Tu et al.

JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL (2002)

Article Multidisciplinary Sciences

Nonlinear dimensionality reduction by locally linear embedding

ST Roweis et al.

SCIENCE (2000)

Article Multidisciplinary Sciences

A global geometric framework for nonlinear dimensionality reduction

JB Tenenbaum et al.

SCIENCE (2000)