-
1
-
-
0036489378
-
A modified fuzzy c-means algorithm for bias field estimation and segmentation of mri data
-
3
-
Ahmed M, Yamany S, Mohamed N, Farag A, Moriarty T (2002) A modified fuzzy c-means algorithm for bias field estimation and segmentation of mri data. IEEE Trans Med Imaging 21(3):193-199
-
(2002)
IEEE Trans Med Imaging
, vol.21
, pp. 193-199
-
-
Ahmed, M.1
Yamany, S.2
Mohamed, N.3
Farag, A.4
Moriarty, T.5
-
4
-
-
0025897859
-
Neural net algorithms that learn in polynomial time from examples and queries
-
1
-
Baum E (1991) Neural net algorithms that learn in polynomial time from examples and queries. IEEE Trans Neural Netw 2(1):5-19
-
(1991)
IEEE Trans Neural Netw
, vol.2
, pp. 5-19
-
-
Baum, E.1
-
15
-
-
33646589004
-
Enhancement of fuzzy clustering by mechanisms of partial supervision
-
13
-
Bouchachia A, Pedrycz W (2006) Enhancement of fuzzy clustering by mechanisms of partial supervision. Int J Fuzzy Sets Syst 157(13):1733-1759
-
(2006)
Int J Fuzzy Sets Syst
, vol.157
, pp. 1733-1759
-
-
Bouchachia, A.1
Pedrycz, W.2
-
18
-
-
0029305528
-
Gaussain parsimonious clustering models
-
Celeux G, Govaert G (1995) Gaussain parsimonious clustering models. Pattern Recognit 28:781-793
-
(1995)
Pattern Recognit
, vol.28
, pp. 781-793
-
-
Celeux, G.1
Govaert, G.2
-
25
-
-
0032131702
-
Algorithms for model-based Gaussian hierarchical clustering
-
Fraley C (1998) Algorithms for model-based Gaussian hierarchical clustering. J Sci Comput 20:270-281
-
(1998)
J Sci Comput
, vol.20
, pp. 270-281
-
-
Fraley, C.1
-
26
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
1
-
Freund Y, Shapire R (1997) A decision-theoretic generalization of on-line learning and an application to boosting. J Comput Syst Sci 55(1):119-139
-
(1997)
J Comput Syst Sci
, vol.55
, pp. 119-139
-
-
Freund, Y.1
Shapire, R.2
-
28
-
-
0032207166
-
Comparing neural networks: A benchmark on growing neural gas, growing cell structures, and fuzzy artmap
-
Heinke D, Hamker F (1998) Comparing neural networks: a benchmark on growing neural gas, growing cell structures, and fuzzy artmap. IEEE Trans Neural Netw 9:1279-1291
-
(1998)
IEEE Trans Neural Netw
, vol.9
, pp. 1279-1291
-
-
Heinke, D.1
Hamker, F.2
-
31
-
-
84898950261
-
Maximum entropy discrimination
-
Jaakkola T, Meila M, Jebara T (1999) Maximum entropy discrimination. In: NIPS, pp 470-476
-
(1999)
NIPS
, pp. 470-476
-
-
Jaakkola, T.1
Meila, M.2
Jebara, T.3
-
32
-
-
0029372769
-
Methods of combining experts probability assessments
-
Jacobs R (1995) Methods of combining experts probability assessments. Neural Comput 7:865-888
-
(1995)
Neural Comput
, vol.7
, pp. 865-888
-
-
Jacobs, R.1
-
38
-
-
0034830461
-
Decision templates for multiple classifier fusion: An experimental comparison
-
2
-
Kuncheva L, Bezdek J, Duin R (2001) Decision templates for multiple classifier fusion: an experimental comparison. Pattern Recognit 34(2):299-314
-
(2001)
Pattern Recognit
, vol.34
, pp. 299-314
-
-
Kuncheva, L.1
Bezdek, J.2
Duin, R.3
-
39
-
-
0029373189
-
Optimal combinations of pattern classifiers
-
Lam L, Suen C (1995) Optimal combinations of pattern classifiers. Pattern Recognit Lett 16:945-954
-
(1995)
Pattern Recognit Lett
, vol.16
, pp. 945-954
-
-
Lam, L.1
Suen, C.2
-
40
-
-
78049527893
-
Semi-supervised learning via Gaussian processes
-
Lawrence D, Jordan I (2005) Semi-supervised learning via Gaussian processes. In: NIPS, pp 753-760
-
(2005)
NIPS
, pp. 753-760
-
-
Lawrence, D.1
Jordan, I.2
-
41
-
-
84898980291
-
A mixture of experts classifiers with learning based on both labeled and unlabeled data
-
Miller D, Uyar H (1997) A mixture of experts classifiers with learning based on both labeled and unlabeled data. In: Neural information processing systems, pp 571-577
-
(1997)
Neural Information Processing Systems
, pp. 571-577
-
-
Miller, D.1
Uyar, H.2
-
42
-
-
0000672424
-
Fast learning in networks of locally-tuned processing units
-
Moody J, Darken C (1989) Fast learning in networks of locally-tuned processing units. Neural Comput 1:284-294
-
(1989)
Neural Comput
, vol.1
, pp. 284-294
-
-
Moody, J.1
Darken, C.2
-
44
-
-
0033886806
-
Text classification from labeled and unlabeled documents using em
-
2/3
-
Nigam K, McCallum A, Thrun S, Mitchell T (2000) Text classification from labeled and unlabeled documents using EM. Mach Learn 39(2/3):103-134
-
(2000)
Mach Learn
, vol.39
, pp. 103-134
-
-
Nigam, K.1
McCallum, A.2
Thrun, S.3
Mitchell, T.4
-
47
-
-
34247529254
-
-
MIT Press
-
Saul L, Weinberger K, Sha F, Ham J, Lee DD (2006) Semi-supervised learning, chapter spectral methods for dimensionality reduction. MIT Press, pp 279-291
-
(2006)
Semi-supervised Learning, Chapter Spectral Methods for Dimensionality Reduction
, pp. 279-291
-
-
Saul, L.1
Weinberger, K.2
Sha, F.3
Ham, J.4
Lee, D.D.5
-
50
-
-
85156203044
-
Information regularization with partially labeled data
-
Szummer M, Jaakkola T (2002) Information regularization with partially labeled data. Adv Neural Inf Process Syst 15:1025-1032
-
(2002)
Adv Neural Inf Process Syst
, vol.15
, pp. 1025-1032
-
-
Szummer, M.1
Jaakkola, T.2
-
52
-
-
34547511853
-
-
MIT Press
-
Weston J, Leslie C, Ie E, Noble W (2006) Semi-supervised learning, chapter semi-supervised protein classification using cluster kernels. MIT Press, pp 329-345
-
(2006)
Semi-supervised Learning, Chapter Semi-supervised Protein Classification Using Cluster Kernels
, pp. 329-345
-
-
Weston, J.1
Leslie, C.2
Ie, E.3
Noble, W.4
-
55
-
-
13844299022
-
A semi-supervised active learning algorithm for information extraction from textual data: Research articles
-
3
-
Wu T, Pottenger W (2005) A semi-supervised active learning algorithm for information extraction from textual data: research articles. J ASIST 56(3):258-271
-
(2005)
J ASIST
, vol.56
, pp. 258-271
-
-
Wu, T.1
Pottenger, W.2
-
56
-
-
2142687208
-
A unified framework for model-based clustering
-
Zhong S, Ghosh J (2003) A unified framework for model-based clustering. J Mach Learn Res 4:1001-1037
-
(2003)
J Mach Learn Res
, vol.4
, pp. 1001-1037
-
-
Zhong, S.1
Ghosh, J.2
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