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Isomap
Isomap is a nonlinear dimensionality reduction method. It is one of several widely used low-dimensional embedding methods. Isomap is used for…
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13 relations
Broader (1)
Computational statistics
Dijkstra's algorithm
Dimensionality reduction
Distance matrix
Euclidean distance
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
Domain Adaptation Using Adversarial Learning for Autonomous Navigation
Jaeyoon Yoo
,
Yongjun Hong
,
Yung-Kyun Noh
,
Sungroh Yoon
2017
Corpus ID: 3424196
Autonomous navigation has become an increasingly popular machine learning application. Recent advances in deep learning have also…
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2012
2012
Discriminative information preservation for face recognition
Dapeng Tao
,
Lianwen Jin
Neurocomputing
2012
Corpus ID: 260235
2010
2010
Color-to-gray conversion using ISOMAP
Ming Cui
,
J. Hu
,
A. Razdan
,
Peter Wonka
The Visual Computer
2010
Corpus ID: 1924651
In this paper we present a new algorithm to transform an RGB color image to a grayscale image. We propose using nonlinear…
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2010
2010
An Intrinsic Graphical Signature Based on Alert Correlation Analysis for Intrusion Detection
H. Pao
,
Ching-Hao Mao
,
Hahn-Ming Lee
,
Chi-Dong Chen
,
C. Faloutsos
International Conference on Technologies and…
2010
Corpus ID: 1906173
We propose a graphical signature for intrusion detection given alert sequences. By correlating alerts with their temporal…
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2009
2009
Landmark MDS ensemble
Seunghak Lee
,
Seungjin Choi
Pattern Recognition
2009
Corpus ID: 42511322
2009
2009
Dimensionality reduction for heterogeneous dataset in rushes editing
Yang Liu
,
Yan Liu
,
Keith C. C. Chan
Pattern Recognition
2009
Corpus ID: 23309648
2008
2008
Person-Independent Head Pose Estimation Using Biased Manifold Embedding
V. Balasubramanian
,
S. Krishna
,
S. Panchanathan
EURASIP Journal on Advances in Signal Processing
2008
Corpus ID: 10776350
Head pose estimation has been an integral problem in the study of face recognition systems and human-computer interfaces, as part…
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2007
2007
Geodesic Distance Based Fuzzy Clustering
Balazs Feil
,
J. Abonyi
2007
Corpus ID: 15791085
Clustering is a widely applied tool of data mining to detect the hidden structure of complex multivariate datasets. Hence…
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2005
2005
Local Multidimensional Scaling with Controlled Tradeoff Between Trustworthiness and Continuity
Jarkko Venna
,
Samuel Kaski
2005
Corpus ID: 16318128
In a visualization task, every nonlinear projection method needs to make a compromise between trustworthiness and continuity. In…
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2005
2005
Kernel Isomap on Noisy Manifold
Heeyoul Choi
,
Seungjin Choi
Proceedings. The 4nd International Conference on…
2005
Corpus ID: 17874341
In the human brain, it is well known that perception is based on similarity rather than coordinates and it is carried out on the…
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