Graph-theoretic procedures for dimension identification

Journal of Multivariate Analysis

Volumn 81, Issue 1, 2002, Pages 67-84

  Brito, María R ^a   Quiroz, Adolfo J ^a   Yukich, J E ^b  

^a UNIVERSIDAD SIMÓN BOLÍVAR   (Venezuela)

^b LEHIGH UNIVERSITY   (United States)

Author keywords

Dimensionality reduction; k nearest neighbors graph; Multidimensional scaling; Proximity data

Indexed keywords

EID: 0036246763     PISSN: 0047259X     EISSN: None     Source Type: Journal    
DOI: 10.1006/jmva.2001.1992     Document Type: Article

References (14)

1. "Discrete Mathematics"
2. "Classification and Regression Trees"
3. Connectivity of the mutual k-nearest-neighbors graph in outlier detection and clustering
4. "Ecole d'été de probabilités de St.-Flour"
5. "Multidimensional Scaling"
6. "Graph Theory"
7. Nonmetric multidimensional scaling: A numerical method
8. "Multidimensional Scaling"
9. "Principles of Multivariate Analysis. A User's Perspective"
10. "Multivariate Analysis"
11. Central limit theorems for some graphs in computational geometry
12. Some statistical approaches to multidimensional scaling data
13. "Empirical Processes with Applications to Statistics"
14. "Probability Theory of Classical Euclidean Optimization Problems"