Skip to search formSkip to main contentSkip to account menu

Isomap

Isomap is a nonlinear dimensionality reduction method. It is one of several widely used low-dimensional embedding methods. Isomap is used for… 
Wikipedia (opens in a new tab)

Related topics

Related topics

13 relations

Broader (1)

Computational statistics
Dijkstra's algorithmDimensionality reductionDistance matrixEuclidean distance

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
Domain Adaptation Using Adversarial Learning for Autonomous Navigation
Autonomous navigation has become an increasingly popular machine learning application. Recent advances in deep learning have also… 
2012
2012
Discriminative information preservation for face recognition
2010
2010
Color-to-gray conversion using ISOMAP
In this paper we present a new algorithm to transform an RGB color image to a grayscale image. We propose using nonlinear… 
2010
2010
An Intrinsic Graphical Signature Based on Alert Correlation Analysis for Intrusion Detection
We propose a graphical signature for intrusion detection given alert sequences. By correlating alerts with their temporal… 
2009
2009
Landmark MDS ensemble
2009
2009
Dimensionality reduction for heterogeneous dataset in rushes editing
2008
2008
Person-Independent Head Pose Estimation Using Biased Manifold Embedding
Head pose estimation has been an integral problem in the study of face recognition systems and human-computer interfaces, as part… 
2007
2007
Geodesic Distance Based Fuzzy Clustering
Clustering is a widely applied tool of data mining to detect the hidden structure of complex multivariate datasets. Hence… 
2005
2005
Local Multidimensional Scaling with Controlled Tradeoff Between Trustworthiness and Continuity
In a visualization task, every nonlinear projection method needs to make a compromise between trustworthiness and continuity. In… 
2005
2005
Kernel Isomap on Noisy Manifold
In the human brain, it is well known that perception is based on similarity rather than coordinates and it is carried out on the… 
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy (opens in a new tab), Terms of Service (opens in a new tab), and Dataset License (opens in a new tab)