Concepedia

Robust Multidimensional Scaling

Robust Multidimensional Scaling is a variant of multidimensional scaling that belongs to the class of dimensionality reduction techniques and specifically differs by incorporating methods resistant to outliers and violations of distributional assumptions in proximity data.

21

Publications

1.4K

Citations

45

Authors

29

Institutions

Publications per year

2017–2026

3

Parents

Publications

21

Studies in the Robustness of Multidimensional Scaling: Perturbational Analysis of Classical Scaling

Robin Sibson · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1979 · 226 citations

, , +14

Studies in the Robustness of Multidimensional Scaling: Procrustes Statistics

Robin Sibson · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1978 · 194 citations

, , +8

Stochastic proximity embedding

Dimitris K. Agrafiotis · Journal of Computational Chemistry · 2003 · 172 citations

, , +16

Some properties of clasical multi-dimesional scaling

Kanti V. Mardia · Communication in Statistics- Theory and Methods · 1978 · 161 citations

, , +8

A Novel Weighted Multidimensional Scaling Analysis for Time-of-Arrival-Based Mobile Location

Hewen Wei, Qun Wan, Zhangxin Chen et al. · IEEE Transactions on Signal Processing · 2008 · 85 citations

, , +13

1–5 of 21

Authors

45

  1. RS
    Robin Sibson

    University of Bath, United Kingdom

    3 publications · 434 citations

    3

    h-index

  2. PE
    Paul E. Green

    University of Pennsylvania, United States

    2 publications · 52 citations

    2

    h-index

  3. KV
    Kanti V. Mardia

    University of Leeds, United Kingdom

    1 publications · 161 citations

    1

    h-index

  4. HS
    Hassan Sarmadi

    Ferdowsi University of Mashhad, Iran

    1 publications · 65 citations

    1

    h-index

  5. HS
    Harry Southworth

    AstraZeneca (United Kingdom), United Kingdom

    1 publications · 17 citations

    1

    h-index

1–5 of 45

Institutions

29

  1. University of Bath

    Bath, United Kingdom

    3 h-index

    5 publications

    462 citations

  2. China Telecom (China)

    Changsha, China

    1 h-index

    3 publications

    255 citations

  3. Universidad Nacional Autónoma de México

    Mexico City, Mexico

    1 h-index

    1 publications

    13 citations

  4. Concordia University

    Montreal, Canada

    1 h-index

    1 publications

    18 citations

  5. Agricultural Marketing Service

    Montgomery, United States

    1 h-index

    1 publications

    18 citations

  6. Universidad Autónoma del Estado de Morelos

    Cuernavaca, Mexico

    1 h-index

    2 publications

    26 citations

  7. Tris Pharma (United States)

    Monmouth Junction, United States

    1 h-index

    1 publications

    172 citations

  8. Colorado School of Mines

    Golden, United States

    1 h-index

    1 publications

    26 citations

1–8 of 29

Venues

  1. IEEE Transactions on Signal Processing

    3 publications · 178 citations

    3

    h-index

  2. Journal of Marketing Research

    3 publications · 70 citations

    3

    h-index

  3. 2

    h-index

  4. IEEE Transactions on Vehicular Technology

    1 publications · 55 citations

    1

    h-index

  5. The Science of The Total Environment

    1 publications · 13 citations

    1

    h-index

1–5