메뉴 건너뛰기




Volumn , Issue , 2010, Pages 172-177

Archetypal analysis for machine learning

Author keywords

[No Author keywords available]

Indexed keywords

COLLABORATIVE FILTERING; CONVEX HULL; DATA SETS; DIMENSIONAL REDUCTION; EFFICIENT ALGORITHM; INTERPRETABILITY; K-MEANS; MACHINE LEARNING PROBLEM; MACHINE-LEARNING; NEURO-IMAGING; ORTHOGONAL REPRESENTATION; PROJECTED GRADIENT; TEXT MINING;

EID: 78449295719     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MLSP.2010.5589222     Document Type: Conference Paper
Times cited : (16)

References (13)
  • 1
    • 0028532769 scopus 로고
    • Archetypal analysis
    • Nov
    • Adele Cutler and Leo Breiman, "Archetypal analysis," Technometrics, vol. 36, no. 4, pp. 338-347, Nov 1994.
    • (1994) Technometrics , vol.36 , Issue.4 , pp. 338-347
    • Cutler, A.1    Breiman, L.2
  • 2
    • 0022064511 scopus 로고
    • A best possible heuristic for the k-center problem
    • D. S. Hochbaum and D. B. Shmoys., "A best possible heuristic for the k-center problem.," Mathematics of Operational Research, vol. 10, no. 2, pp. 180-184, 1985.
    • (1985) Mathematics of Operational Research , vol.10 , Issue.2 , pp. 180-184
    • Hochbaum, D.S.1    Shmoys, D.B.2
  • 3
    • 0004236492 scopus 로고    scopus 로고
    • Johns Hopkins Studies in Mathematical Sciences
    • 3 edition
    • Gene H. Golub and Charles F. Van Loan, Matrix Computation, Johns Hopkins Studies in Mathematical Sciences, 3 edition, 1996.
    • (1996) Matrix Computation
    • Golub, G.H.1    Van Loan, C.F.2
  • 4
    • 0028416938 scopus 로고
    • Independent component analysis, a new concept?
    • Pierre Comon, "Independent component analysis, a new concept?," Signal Processing, vol. 36, pp. 287-314, 1994.
    • (1994) Signal Processing , vol.36 , pp. 287-314
    • Comon, P.1
  • 5
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • B. A. Olshausen and D. J. Field, "Emergence of simple-cell receptive field properties by learning a sparse code for natural images," Nature, vol. 381, pp. 607-609, 1996.
    • (1996) Nature , vol.381 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 6
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by non-negative matrix factorization
    • D.D. Lee and H.S. Seung, "Learning the parts of objects by non-negative matrix factorization," Nature, vol. 401, no. 6755, pp. 788-91, 1999.
    • (1999) Nature , vol.401 , Issue.6755 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 7
    • 0000456941 scopus 로고    scopus 로고
    • Introduction to archetypal analysis of spatio-temporal dynamics
    • Emily Stone and Adele Cutler, "Introduction to archetypal analysis of spatio-temporal dynamics," Phys. D, vol. 96, no. 1-4, pp. 110-131, 1996.
    • (1996) Phys. D , vol.96 , Issue.1-4 , pp. 110-131
    • Stone, E.1    Cutler, A.2
  • 8
    • 55349103755 scopus 로고    scopus 로고
    • On the use of archetypes as benchmarks
    • Giovanni C. Porzio, Giancarlo Ragozini, and Domenico Vistocco, "On the use of archetypes as benchmarks," Appl. Stoch. Model. Bus. Ind., vol. 24, no. 5, pp. 419-437, 2008.
    • (2008) Appl. Stoch. Model. Bus. Ind. , vol.24 , Issue.5 , pp. 419-437
    • Porzio, G.C.1    Ragozini, G.2    Vistocco, D.3
  • 10
    • 12144289543 scopus 로고    scopus 로고
    • A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data
    • P. Perez R. Plaza J. Plaza, A. Martinez, "A quantitative and comparative analysis of endmember extraction algorithms from hyperspectral data," IEEE Transactions on Geoscience and Remote Sensing, vol. 42, no. 3, pp. 650-663, 2004.
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , Issue.3 , pp. 650-663
    • Perez, P.1    Plaza, R.2    Plaza, J.3    Martinez, A.4
  • 11
    • 0018739525 scopus 로고
    • A linear algorithm for finding the convex hull of a simple polygon
    • D. McCallum and D. Avis, "A linear algorithm for finding the convex hull of a simple polygon," Information Processing Letters, vol. 9, pp. 201-206, 1979.
    • (1979) Information Processing Letters , vol.9 , pp. 201-206
    • McCallum, D.1    Avis, D.2
  • 12
    • 0000847724 scopus 로고
    • On the convex hull of random points in a polytope
    • Rex A. Dwyer, "On the convex hull of random points in a polytope," Journal of Applied Probability, vol. 25, no. 4, pp. 688-699, 1988.
    • (1988) Journal of Applied Probability , vol.25 , Issue.4 , pp. 688-699
    • Dwyer, R.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.