SCOPUS 정보 검색 플랫폼

Computational Statistics and Data Analysis

Volumn 41, Issue 1, 2002, Pages 59-90

Class visualization of high-dimensional data with applications

(3) Dhillon, Inderjit S a Modha, Dharmendra S b Spangler, W Scott b

a University of Texas at Austin (United States)

b IBM ALMADEN RESEARCH CENTER (United States)

Author keywords

Class tours; Class preserving projections; Classification; Linear projections; Multidimensional visualization; Similarity graphs

Indexed keywords

DISPLAY DEVICES; VISUALIZATION;

DATA SETS;

DATA REDUCTION;

IMAGE CLASSIFICATION;

EID: 0037191702 PISSN: 01679473 EISSN: None Source Type: Journal
DOI: 10.1016/S0167-9473(02)00144-5 Document Type: Article

Times cited : (39)

References (37)

1
- 4243860452
- M.Sc. Thesis, Institute of Graduate Studies in Science and Engineering, Boǧaziçi University, Istanbul, Turkey
- (1996) Combining Multiple Classifiers for Pen-Based Handwritten Digit Recognition
- Alimoǧlu, F.¹

2
- 4243733322
- Methods of combining multiple classifiers based on different representations for pen-based handwriting recognition
- Istanbul, Turkey
- (1996) Proceedings of the Fifth Turkish Artificial Intelligence and Artificial Neural Networks Symposium (TAINN 96)
- Alimoǧlu, F.¹ Alpaydin, E.²

3
- 0000835612
- The grand tour: A tool for viewing multidimensional data
- (1985) SIAM J. Sci. Statist. Comput , pp. 128-143
- Asimov, D.¹

4
- 2242449223
- Grand tour methods: An outline
- (1985) Proceedings of the 17th Symposium on Interface of Computer Science and Statistics
- Asimov, D.¹ Buja, A.²

5
- 84966204312
- Numerical methods for computing angles between linear subspaces
- (1973) Math. Comput , vol.27 , pp. 579-594
- Björck, A.¹ Golub, G.²

6
- 0003408496
- (1998) UCI Repository of Machine Learning Databases
- Blake, C.¹ Keogh, E.² Merz, C.J.³

7
- 0001957839
- The generalized discriminant function: Mathematical foundation and computational routine
- (1951) Harvard Educ. Rev , vol.21 , pp. 90-95
- Bryan, J.G.¹

8
- 0003841484
- Technical Report, AT& T Labs, Florham Park, NJ
- (1997) Dynamic Projections in High-Dimensional Visualization: Theory and Computational Methods
- Buja, A.¹ Cook, D.² Asimov, D.³ Hurley, C.⁴

9
- 0031375815
- A spreadsheet approach to information visualization
- Phoenix, Arizona, IEEE CS
- (1997) Proceedings of the Symposium on Information Visualization (InfoVis '97) , pp. 17-24
- Chi, E.H.¹ Barry, P.² Riedl, J.³ Konstan, J.⁴

10
- 84952261476
- Projection pursuit indices based on expansions with orthonormal functions
- (1993) J. Comput. Graphical Statist , vol.2 , Issue.3 , pp. 225-250
- Cook, D.¹ Buja, A.² Cabrera, J.³

11
- 84952217916
- Grand tour and projection pursuit
- (1995) J. Comput. Graphical Statist , vol.4 , Issue.3 , pp. 155-172
- Cook, D.¹ Buja, A.² Cabrera, J.³ Hurley, C.⁴

12
- 0034824884
- Concept decompositions for large sparse text data using clustering
- (2001) Mach. Learning , vol.42 , pp. 143-175
- Dhillon, I.S.¹ Modha, D.S.²

13
- 0000580934
- Visualizing class structure of multidimensional data
- Weisberg, S. (Ed.), Interface Foundation of North America, Minneapolis, MN
- (1998) Proceedings of the 30th Symposium on the Interface: Computing Science and Statistics , vol.30 , pp. 488-493
- Dhillon, I.S.¹ Modha, D.S.² Spangler, W.S.³

14
- 0003922190
- (2nd Edition). Wiley, New York
- (2000) Pattern Classification
- Duda, R.O.¹ Hart, P.E.² Stork, D.G.³

15
- 2242446564
- Spoken letter recognition
- Hidden Valley, PA
- (1990) Proceedings of the DARPA Workshop on Speech and Natural Language Processing
- Fanty, M.¹ Cole, R.²

16
- 0002516752
- Spoken letter recognition
- Lippman, R.P., Moody, J., Touretzky, D.S. (Eds.), Morgan Kaufmann, San Mateo, CA
- (1991) Advances in Neural Information Processing Systems , vol.3
- Fanty, M.¹ Cole, R.²

17
- 0000764772
- The use of multiple measurements in taxonomic problems
- also in Contributions to Mathematical Statistics, Wiley, New York, 1950
- (1936) Ann. Eugenics , vol.7 , Issue.PART 2 , pp. 179-188
- Fisher, R.A.¹

18
- 0029375609
- Query by image and video content: The QBIC system
- (1995) IEEE Comput , vol.28 , pp. 23-32
- Flickner, M.¹ Sawhney, H.² Niblack, W.³ Ashley, J.⁴ Huang, Q.⁵ Dom, B.⁶ Gorkani, M.⁷ Hafner, J.⁸ Lee, D.⁹ Petkovic, D.¹⁰ Steele, D.¹¹ Yanker, P.¹²

19
- 0016102310
- A projection pursuit algorithm for exploratory data analysis
- (1974) IEEE Trans. Comput , vol.23 C , Issue.9 , pp. 881-890
- Friedman, J.H.¹ Tukey, J.W.²

20
- 0011461968
- Projection plots for displaying clusters
- Kallianpur, G., Krishnaiah, P.R., Ghosh, J.K. (Eds.), North-Holland Publishing Company, Amsterdam
- (1982) Statistics and Probability: Essays in Honor of C.R. Rao , pp. 269-280
- Gnanadesikan, R.¹ Kettenring, J.R.² Landwehr, J.M.³

21
- 0004236492
- (3rd Edition). Johns Hopkins University Press, Baltimore, MD
- (1996) Matrix Computations
- Golub, G.H.¹ Loan, C.F.V.²

22
- 0032184399
- Quantization
- (1998) IEEE Trans. Inform. Theory , vol.44 , Issue.6 , pp. 2325-2383
- Gray, R.M.¹ Neuhoff, D.L.²

23
- 0029488392
- Visualizing multidimensional (multivariate) data and relations-perception vs. geometry
- Nielsen, G.M., Silver, D. (Eds.), IEEE Computer Society Press, Los Alamitos, CA
- (1995) Proceedings IEEE Visualization '95 , pp. 405-411
- Grinstein, G.¹ Buja, A.² Asimov, D.³ Inselberg, A.⁴

24
- 0004185151
- Wiley, New York
- (1975) Clustering Algorithms
- Hartigan, J.A.¹

25
- 0000263797
- Projection pursuit
- (1985) Ann. Statist , vol.13 , pp. 435-475
- Huber, P.J.¹

26
- 0001664369
- Analyzing high-dimensional data with motion graphics
- (1990) SIAM J. Sci. Statist. Comput , vol.11 , pp. 1193-1211
- Hurley, C.¹ Buja, A.²

27
- 0003410791
- Springer, Berlin
- (1995) Self-Organizing Maps
- Kohonen, T.¹

28
- 0029307137
- A nonlinear projection method based on Kohonen's topology preserving maps
- (1995) IEEE Trans. Neural Networks , vol.6 , pp. 548-559
- Kraaijveld, M.A.¹ Mao, J.² Jain, A.K.³

29
- 24944533365
- Nonmetric multidimensional scaling: A numerical method
- (1964) Psychometrika , vol.29 , pp. 115-129
- Kruskal, J.B.¹

30
- 0002369860
- Multidimensional scaling and other methods for discovering structure
- Enslein, K., Ralston, A., Wilf, H.S. (Eds.), Wiley, New York
- (1977) Statistical Methods for Digital Computers , pp. 296-339
- Kruskal, J.B.¹

31
- 0004257992
- Wiley, New York
- (1959) Information Theory and Statistics
- Kullback, S.¹

32
- 0029270805
- Artificial neural networks for feature extraction and multivariate data projection
- (1995) IEEE Trans. Neural Networks , vol.6 , pp. 296-317
- Mao, J.¹ Jain, A.K.²

33
- 0003607151
- Academic Press, New York
- (1979) Multivariate Analysis
- Mardia, K.V.¹ Kent, J.T.² Bibby, J.M.³

34
- 0028468268
- Glyphmaker: Creating customized visualizations of complex data
- (1994) IEEE Comput , vol.27 , pp. 57-64
- Ribarsky, W.¹ Ayers, E.² Eble, J.³ Mukherjea, S.⁴

35
- 0003653041
- McGraw-Hill Book Company, New York
- (1983) Introduction to Modern Retrieval
- Salton, G.¹ McGill, M.J.²

36
- 0032339413
- XGobi: Interactive dynamic data visualization in the X window system
- (1998) J. Comput. Graphical Statist , vol.7 , Issue.1 , pp. 113-130
- Swayne, D.F.¹ Cook, D.² Buja, A.³

37
- 38049168357
- SOM-based data visualization methods
- (1999) Intell. Data Anal , vol.3 , pp. 111-126
- Vesanto, J.¹

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.