# Multidimensional scaling

## Papers overview

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Highly Cited

2008

Highly Cited

2008

- 2008

We discuss methodology for multidimensional scaling (MDS) and its implementation in two software systems, GGvis and XGvis. MDS is… (More)

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Highly Cited

2008

Highly Cited

2008

- 2008

In this paper we present the methodology of multidimensional scaling problems (MDS) solved by means of the majorization algorithm… (More)

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Highly Cited

2007

Highly Cited

2007

- AISTATS
- 2007

We consider the non-metric multidimensional scaling problem: given a set of dissimilarities ∆, find an embedding whose inter… (More)

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Highly Cited

2006

Highly Cited

2006

- Neural Networks
- 2006

In a visualization task, every nonlinear projection method needs to make a compromise between trustworthiness and continuity. In… (More)

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Highly Cited

2006

Highly Cited

2006

- Numerical Lin. Alg. with Applic.
- 2006

Multidimensional scaling (MDS) is a generic name for a family of algorithms that construct a conguration of points in a target… (More)

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Highly Cited

2004

Highly Cited

2004

- 2004

In this paper, we discuss a computationally efficient approximation to the classical multidimensional scaling (MDS) algorithm… (More)

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Highly Cited

2004

Highly Cited

2004

- IEEE INFOCOM
- 2004

Sensor Positioning is a fundamental and crucial issue for sensor network operation and management. In the paper, we first study… (More)

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Highly Cited

2000

Highly Cited

2000

- 2000

A. In this paper we discuss the convergence of an algorithm for metric and nonmetric multidimensional scaling that is very… (More)

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Highly Cited

1964

Highly Cited

1964

- 1964

Multidimensional scaling is the problem of representing n objects: geometrically by n points, so that the interpoint distances… (More)

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Highly Cited

1964

Highly Cited

1964

- 1964

We describe the numerical methods required in our approach to multi-dimensional scaling. The rationale of this approach has… (More)

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