Visualization of labeled data using linear transformations

Proceedings - IEEE Symposium on Information Visualization, INFO VIS

Volumn , Issue , 2003, Pages 121-130

  Koren, Yehuda ^a   Carmel, Liran ^a  

^a WEIZMANN INSTITUTE OF SCIENCE   (Israel)

Author keywords

Classification; Dimensionality reduction; Eigenprojection; Fisher's linear discriminant analysis; Principal component analysis; Projection; Visualization

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA VISUALIZATION; DISCRIMINANT ANALYSIS; EMBEDDINGS; FLOW VISUALIZATION; INFORMATION SYSTEMS; MATHEMATICAL TRANSFORMATIONS; METADATA; PRINCIPAL COMPONENT ANALYSIS; VISUALIZATION;

DATA ELEMENTS; DIMENSIONALITY REDUCTION; EIGENPROJECTIONS; FISHER'S LINEAR DISCRIMINANT ANALYSIS; LABELED DATA; LOW-DIMENSIONAL SPACES; MULTIVARIATE DATA; PROJECTION;

LINEAR TRANSFORMATIONS;

EID: 26844537897     PISSN: 1522404X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/infvis.2003.1249017     Document Type: Conference Paper

References (9)

1. CARMEL, L., KOREN, Y., AND HAREL, D. 2003. Visualizing and classifying odors using a similarity matrix. In Proc. 9th International Symposium on Olfaction and Electronic Nose (ISOEN'02), Aracne, 141-146.
2. DAVIDSON, G. S., WYLIE, B. N., AND BOYACK, K. W. 2001. Cluster stability and the use of noise in interpretation of clustering. In Proc. IEEE Information Visualization (InfoVis'01), IEEE, 23-30.
3. EVERITT, B. S., AND DUNN, G. 1991. Applied Multivariate Data Analysis. Arnold.
4. HALL, K. M. 1970. n r-dimensional quadratic placement algorithm. Management Science 17, 219-229.
5. KOREN, Y., CARMEL, L., AND HAREL, D. 2002. Ace: A fast multiscale eigenvectors computation for drawing huge graphs. In Proc. IEEE Information Visualization (InfoVis'02), IEEE, 137-144.
6. KOREN, Y. 2003. On spectral graph drawing. In Proc. 9th International Computing and Combinatorics Conference (COCOON'03), Sringer- Verlag, LNCS 2697, 496-508.
7. MORRISON, A., ROSS, G., AND CHALMERS, M. 2002. Hybrid layout algorithm for sub-quadratic multidimensional scaling. In Proc. IEEE Information Visualization (InfoVis'02), IEEE, 152-158.
8. SCHIFFMAN, S. S., REYNOLDS, M. L., AND YOUNG, F. W. 1981. Introduction to Multidimensional Scaling: Theory, Methods and Application. Academic Press.
9. WEBB, A. R. 2002. Statistical Pattern Recognition. John Wiley and Sons.