-
1
-
-
0032000094
-
Multiple-prototype classifier design
-
Feb
-
J. C. Bezdek, T. R. Reichherzer, G. S. Lim, and Y. Attikiouzel, "Multiple-prototype classifier design," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 28, no. 1, pp. 67-79, Feb. 1998.
-
(1998)
IEEE Trans. Syst., Man, Cybern. C, Appl. Rev
, vol.28
, Issue.1
, pp. 67-79
-
-
Bezdek, J.C.1
Reichherzer, T.R.2
Lim, G.S.3
Attikiouzel, Y.4
-
2
-
-
0016127071
-
Finding prototypes for nearest neighbor classifiers
-
Nov
-
C.-L. Chang, "Finding prototypes for nearest neighbor classifiers," IEEE Trans. Comput., vol. C-23, no. 11, pp. 1179-1184, Nov. 1974.
-
(1974)
IEEE Trans. Comput
, vol.C-23
, Issue.11
, pp. 1179-1184
-
-
Chang, C.-L.1
-
3
-
-
0036709369
-
Locally adaptive metric nearest neighbor classification
-
Sep
-
C. Domeniconi, J. Peng, and D. Gunopulos, "Locally adaptive metric nearest neighbor classification," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 9, pp. 1281-1285, Sep. 2002.
-
(2002)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.24
, Issue.9
, pp. 1281-1285
-
-
Domeniconi, C.1
Peng, J.2
Gunopulos, D.3
-
4
-
-
0035049111
-
On the 'dimensionality curse' and the 'self-similarity blessing'
-
Jan./Feb
-
F. Korn, B. U. Pagel, and C. Faloutsos, "On the 'dimensionality curse' and the 'self-similarity blessing'," IEEE Trans. Knowl. Data Eng. vol. 13, no. 1, pp. 96-111, Jan./Feb. 2001.
-
(2001)
IEEE Trans. Knowl. Data Eng
, vol.13
, Issue.1
, pp. 96-111
-
-
Korn, F.1
Pagel, B.U.2
Faloutsos, C.3
-
5
-
-
0004067283
-
-
Dept. Statist, Stanford Univ, Stanford, CA, Tech. Rep
-
J. H. Friedman, "Flexible metric nearest neighbor classification," Dept. Statist., Stanford Univ., Stanford, CA, 1994. Tech. Rep.
-
(1994)
Flexible metric nearest neighbor classification
-
-
Friedman, J.H.1
-
6
-
-
10044272793
-
Pattern recognition using average patterns of categorical k-nearest neighbors
-
S. Hotta and S. Kiyasu, "Pattern recognition using average patterns of categorical k-nearest neighbors," in Proc. 17th ICPR, 2004, pp. 412-415.
-
(2004)
Proc. 17th ICPR
, pp. 412-415
-
-
Hotta, S.1
Kiyasu, S.2
-
7
-
-
0035683371
-
LDA/SVM driven nearest neighbor classification
-
P. Jing, D. R. Heisterkamp, and H. K. Dai, "LDA/SVM driven nearest neighbor classification," in Proc. IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recog., 2001, pp. 58-63.
-
(2001)
Proc. IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recog
, pp. 58-63
-
-
Jing, P.1
Heisterkamp, D.R.2
Dai, H.K.3
-
8
-
-
0024124595
-
Statistical pattern recognition with neural networks: Benchmarking studies
-
T. Kohonen, "Statistical pattern recognition with neural networks: Benchmarking studies," in Proc. IEEE Int. Conf. Neural Netw., 1988, pp. 61-68.
-
(1988)
Proc. IEEE Int. Conf. Neural Netw
, pp. 61-68
-
-
Kohonen, T.1
-
9
-
-
0033566418
-
Algorithmic stability and sanity-check bounds for leave-one-out cross-validation
-
Aug
-
M. Kearns and D. Ron, "Algorithmic stability and sanity-check bounds for leave-one-out cross-validation," Neural Comput., vol. 11, no. 6, pp. 1427-1453, Aug. 1999.
-
(1999)
Neural Comput
, vol.11
, Issue.6
, pp. 1427-1453
-
-
Kearns, M.1
Ron, D.2
-
10
-
-
3042573893
-
Adaptive quasiconformal kernel nearest neighbor classification
-
May
-
P. Jing, D. R. Heisterkamp, and H. K. Dai, "Adaptive quasiconformal kernel nearest neighbor classification," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 5, pp. 656-661, May 2004.
-
(2004)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.26
, Issue.5
, pp. 656-661
-
-
Jing, P.1
Heisterkamp, D.R.2
Dai, H.K.3
-
11
-
-
0019610270
-
Optimal distance measure for nearest neighbor classification
-
Sep
-
R. D. Short and K. Fukunaga, "Optimal distance measure for nearest neighbor classification," IEEE Trans. Inf. Theory, vol. IT-27, no. 5, pp. 622-627, Sep. 1981.
-
(1981)
IEEE Trans. Inf. Theory
, vol.IT-27
, Issue.5
, pp. 622-627
-
-
Short, R.D.1
Fukunaga, K.2
-
13
-
-
0030164799
-
Discrimmant adaptive nearest neighbor classification
-
Jun
-
T. Hastie and R. Tibshirani, "Discrimmant adaptive nearest neighbor classification," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 6, pp. 607-615, Jun. 1996.
-
(1996)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.18
, Issue.6
, pp. 607-615
-
-
Hastie, T.1
Tibshirani, R.2
-
14
-
-
1842420581
-
General conditions for predictivity in learning theory
-
Mar
-
T. Poggio, "General conditions for predictivity in learning theory," Nature, vol. 428, no. 6981, pp. 419-422, Mar. 2004.
-
(2004)
Nature
, vol.428
, Issue.6981
, pp. 419-422
-
-
Poggio, T.1
-
15
-
-
25844469288
-
The nearest subclass classifier: A compromise between the nearest mean and nearest neighbor classifier
-
Sep
-
C. J. Veenman and M. J. T. Reinders, "The nearest subclass classifier: A compromise between the nearest mean and nearest neighbor classifier," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 9, pp. 1417-1429, Sep. 2005.
-
(2005)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.27
, Issue.9
, pp. 1417-1429
-
-
Veenman, C.J.1
Reinders, M.J.T.2
-
16
-
-
1542292055
-
What is the nearest neighbor in high dimensional spaces?
-
Cairo, Egypt
-
A. Hinneburg, C. C. Aggarwal, and D. A. Keim, "What is the nearest neighbor in high dimensional spaces?" in Proc. 26th VLDB Conf., Cairo, Egypt, 2000, pp. 506-515.
-
(2000)
Proc. 26th VLDB Conf
, pp. 506-515
-
-
Hinneburg, A.1
Aggarwal, C.C.2
Keim, D.A.3
-
17
-
-
63249112814
-
-
Amsterdam, The Netherlands: North Holland
-
A. Jain and B. Chandrasekaran, Dimensionality and Sample Size Considerations in Pattern Recognition Practice, vol. 2. Amsterdam, The Netherlands: North Holland, 1982, pp. 835-855.
-
(1982)
Dimensionality and Sample Size Considerations in Pattern Recognition Practice
, vol.2
, pp. 835-855
-
-
Jain, A.1
Chandrasekaran, B.2
-
18
-
-
8644258401
-
A statistical approach to texture classification from single images
-
Apr./May
-
M. Varma, and A. Zisserman, "A statistical approach to texture classification from single images," Int. J. Comput. Vis., vol. 62, no. 1/2, pp. 61-81, Apr./May 2005.
-
(2005)
Int. J. Comput. Vis
, vol.62
, Issue.1-2
, pp. 61-81
-
-
Varma, M.1
Zisserman, A.2
-
19
-
-
0030213052
-
Texture features for browsing and retrieval of image data
-
Aug
-
B. S. Manjunath and W. Y. Ma, "Texture features for browsing and retrieval of image data," IEEE Trans. Pattern Anal. Mach. Intell. vol. 18, no. 8, pp. 837-842, Aug. 1996.
-
(1996)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.18
, Issue.8
, pp. 837-842
-
-
Manjunath, B.S.1
Ma, W.Y.2
-
21
-
-
84899021258
-
Manifold Parzen windows
-
V. Pascal and B. Yoshua, "Manifold Parzen windows," in Proc. NIPS 2003, pp. 825-832.
-
(2003)
Proc. NIPS
, pp. 825-832
-
-
Pascal, V.1
Yoshua, B.2
-
22
-
-
0036887535
-
An efficient prototype merging strategy for the condensed 1-NN rule through class-conditional hierarchical clustering
-
Dec
-
R. A. Mollineda, F. J. Ferri, and E. Vidal, "An efficient prototype merging strategy for the condensed 1-NN rule through class-conditional hierarchical clustering," Pattern Recognit., vol. 35, no. 12, pp. 2771-2782, Dec. 2002.
-
(2002)
Pattern Recognit
, vol.35
, Issue.12
, pp. 2771-2782
-
-
Mollineda, R.A.1
Ferri, F.J.2
Vidal, E.3
-
23
-
-
0030853030
-
A bootstrap technique for nearest neighbor classifier design
-
Jan
-
Y. Hamamoto, S. Uchimura, and S. Tomita, "A bootstrap technique for nearest neighbor classifier design," IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 1, pp. 73-77, Jan. 1997.
-
(1997)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.19
, Issue.1
, pp. 73-77
-
-
Hamamoto, Y.1
Uchimura, S.2
Tomita, S.3
-
24
-
-
0024647026
-
The reduced Parzen classifier
-
Apr
-
K. Fukunaga and R. R. Hayes, "The reduced Parzen classifier," IEEE Trans. Pattern Anal. Mach. Intell., vol. 11, no. 4, pp. 423-425, Apr. 1989.
-
(1989)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.11
, Issue.4
, pp. 423-425
-
-
Fukunaga, K.1
Hayes, R.R.2
-
25
-
-
0028499745
-
Fast Parzen density estimation using clustering-based branch and bound
-
Sep
-
B. Jeon and D. A. Landgrebe, "Fast Parzen density estimation using clustering-based branch and bound," IEEE Trans. Pattern Anal. Mach. Intell., vol. 16, no. 9, pp. 950-954, Sep. 1994.
-
(1994)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.16
, Issue.9
, pp. 950-954
-
-
Jeon, B.1
Landgrebe, D.A.2
-
26
-
-
24944464529
-
An adaptive fuzzy evidential nearest neighbor formulation for classifying remote sensing images
-
Aug
-
H. Zhu and O. Basir, "An adaptive fuzzy evidential nearest neighbor formulation for classifying remote sensing images," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 8, pp. 1874-1889, Aug. 2005.
-
(2005)
IEEE Trans. Geosci. Remote Sens
, vol.43
, Issue.8
, pp. 1874-1889
-
-
Zhu, H.1
Basir, O.2
-
27
-
-
0029307876
-
A fuzzy k-nearest neighbor algorithm
-
J. M. Keller, M. R. Gray, and J. A. Givens, "A fuzzy k-nearest neighbor algorithm," IEEE Trans. Syst., Man, Cybern., vol. 25, no. 5, pp. 804-813, 1995.
-
(1995)
IEEE Trans. Syst., Man, Cybern
, vol.25
, Issue.5
, pp. 804-813
-
-
Keller, J.M.1
Gray, M.R.2
Givens, J.A.3
-
29
-
-
27644453878
-
On visualization and aggregation of nearest neighbor classifiers
-
Oct
-
A. K. Ghosh, P. Chaudhuri, and C. A. Murthy, "On visualization and aggregation of nearest neighbor classifiers," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 10, pp. 1592-1602, Oct. 2005.
-
(2005)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.27
, Issue.10
, pp. 1592-1602
-
-
Ghosh, A.K.1
Chaudhuri, P.2
Murthy, C.A.3
-
30
-
-
27644453878
-
Multiscale classification using nearest neighbor density estimates
-
A. K. Ghosh, P. Chaudhuri, and C. A. Murthy, "Multiscale classification using nearest neighbor density estimates," IEEE Trans. Syst., Man, Cybern., vol. 27, no. 10, pp. 1592-1602, 2005.
-
(2005)
IEEE Trans. Syst., Man, Cybern
, vol.27
, Issue.10
, pp. 1592-1602
-
-
Ghosh, A.K.1
Chaudhuri, P.2
Murthy, C.A.3
|