-
1
-
-
77956031473
-
A survey on transfer learning
-
Oct
-
S. J. Pan and Q. Yang, "A survey on transfer learning," IEEE Trans. Knowl. Data Eng., vol. 22, no. 10, pp. 1345-1359, Oct. 2010.
-
(2010)
IEEE Trans. Knowl. Data Eng.
, vol.22
, Issue.10
, pp. 1345-1359
-
-
Pan, S.J.1
Yang, Q.2
-
2
-
-
31844444368
-
Logistic regression with an auxiliary data source
-
ICML 2005 - Proceedings of the 22nd International Conference on Machine Learning
-
X. Liao, Y. Xue, and L. Carin, "Logistic regression with an auxiliary data source," in Proc. 21st Int. Conf. Mach. Learn., Aug. 2005, pp. 505-512. (Pubitemid 43183372)
-
(2005)
ICML 2005 - Proceedings of the 22nd International Conference on Machine Learning
, pp. 505-512
-
-
Liao, X.1
Xue, Y.2
Carin, L.3
-
3
-
-
84864031047
-
Correcting sample selection bias by unlabeled data
-
Sep.
-
J. Huang, A. Smola, A. Gretton, K. M. Borgwardt, and B. Schlkopf, "Correcting sample selection bias by unlabeled data," in Proc. 19th Ann. Conf. Neural Inf. Process. Syst., Sep. 2007, pp. 601-608.
-
(2007)
Proc. 19th Ann. Conf. Neural Inf. Process. Syst.
, pp. 601-608
-
-
Huang, J.1
Smola, A.2
Gretton, A.3
Borgwardt, K.M.4
Schlkopf, B.5
-
4
-
-
34547994328
-
Discriminative learning for differing training and test distributions
-
S. Bickel, M. Brckner, and T. Scheffer, "Discriminative learning for differing training and test distributions," in Proc. 24th Int. Conf. Mach. Learn., 2007, pp. 81-88.
-
(2007)
Proc. 24th Int. Conf. Mach. Learn.
, pp. 81-88
-
-
Bickel, S.1
Brckner, M.2
Scheffer, T.3
-
5
-
-
85161964516
-
Direct importance estimation with model selection and its application to covariate shift adaptation
-
Dec.
-
M. Sugiyama, S. Nakajima, H. Kashima, P. V. Buenau, and M. Kawanabe, "Direct importance estimation with model selection and its application to covariate shift adaptation," in Proc. 20th Ann. Conf. Neural Inf. Process. Syst., Dec. 2008, pp. 1433-1440.
-
(2008)
Proc. 20th Ann. Conf. Neural Inf. Process. Syst.
, pp. 1433-1440
-
-
Sugiyama, M.1
Nakajima, S.2
Kashima, H.3
Buenau, P.V.4
Kawanabe, M.5
-
7
-
-
84899006514
-
Learning Gaussian process kernels via hierarchical Bayes
-
A. Schwaighofer, V. Tresp, and K. Yu, "Learning Gaussian process kernels via hierarchical Bayes," in Proc. 17th Ann. Conf. Neural Inf. Process. Syst., 2005, pp. 1209-1216.
-
(2005)
Proc. 17th Ann. Conf. Neural Inf. Process. Syst.
, pp. 1209-1216
-
-
Schwaighofer, A.1
Tresp, V.2
Yu, K.3
-
8
-
-
65449181688
-
Knowledge transfer via multiple model local structure mapping
-
Aug.
-
J. Gao, W. Fan, J. Jiang, and J. Han, "Knowledge transfer via multiple model local structure mapping," in Proc. 14th ACM SIGKDD Int. Conf. Knowl. Discovery Data Mining, Aug. 2008, pp. 283-291.
-
(2008)
Proc. 14th ACM SIGKDD Int. Conf. Knowl. Discovery Data Mining
, pp. 283-291
-
-
Gao, J.1
Fan, W.2
Jiang, J.3
Han, J.4
-
9
-
-
36348976361
-
Mapping and revising Markov logic networks for transfer learning
-
AAAI-07/IAAI-07 Proceedings: 22nd AAAI Conference on Artificial Intelligence and the 19th Innovative Applications of Artificial Intelligence Conference
-
L. Mihalkova, T. Huynh, and R.J. Mooney, "Mapping and revising markov logic networks for transfer learning," in Proc. 22nd Assoc. Adv. Artif. Intell. Conf., Jul. 2007, pp. 608-614. (Pubitemid 350149637)
-
(2007)
Proceedings of the National Conference on Artificial Intelligence
, vol.1
, pp. 608-614
-
-
Mihalkova, L.1
Huynh, T.2
Mooney, R.J.3
-
12
-
-
79951681949
-
Domain adaptation via transfer component analysis
-
Feb
-
S. J. Pan, I. W. Tsang, J. T. Kwok, and Q. Yang, "Domain adaptation via transfer component analysis," IEEE Trans. Neural Netw., vol. 22, no. 2, pp. 199-210, Feb. 2011.
-
(2011)
IEEE Trans. Neural Netw.
, vol.22
, Issue.2
, pp. 199-210
-
-
Pan, S.J.1
Tsang, I.W.2
Kwok, J.T.3
Yang, Q.4
-
13
-
-
56449130039
-
Self-taught clustering
-
Jul.
-
W. Dai, Q. Yang, G. Xue, and Y. Yu, "Self-taught clustering," in Proc. 25th Int. Conf. Mach. Learn., Jul. 2008, pp. 200-207.
-
(2008)
Proc. 25th Int. Conf. Mach. Learn.
, pp. 200-207
-
-
Dai, W.1
Yang, Q.2
Xue, G.3
Yu, Y.4
-
14
-
-
56049117915
-
Transferred dimensionality reduction
-
Sep.
-
Z. Wang, Y. Song, and C. Zhang, "Transferred dimensionality reduction," in Proc. Eur. Conf. Mach. Learn. Knowl. Discovery Databases, Sep. 2008, pp. 550-565.
-
(2008)
Proc. Eur. Conf. Mach. Learn. Knowl. Discovery Databases
, pp. 550-565
-
-
Wang, Z.1
Song, Y.2
Zhang, C.3
-
15
-
-
61849148813
-
Bayesian task-level transfer learning for non-linear regression
-
P. Yang, Q. Tan, and Y. Ding, "Bayesian task-level transfer learning for non-linear regression," in Proc. Int. Conf. Comput. Sci. Softw. Eng., 2008, pp. 62-65.
-
(2008)
Proc. Int. Conf. Comput. Sci. Softw. Eng.
, pp. 62-65
-
-
Yang, P.1
Tan, Q.2
Ding, Y.3
-
17
-
-
77954448372
-
Regression transfer learning based on principal curve
-
Jun.
-
W. Mao, G. Yan, J. Bai, and H. Li, "Regression transfer learning based on principal curve," in Proc. 7th Int. Symp. Neural Netw., Jun. 2010, pp. 365-372.
-
(2010)
Proc. 7th Int. Symp. Neural Netw.
, pp. 365-372
-
-
Mao, W.1
Yan, G.2
Bai, J.3
Li, H.4
-
18
-
-
77249170786
-
Transfer regression model for indoor 3D location estimation
-
Jan.
-
J. Liu, Y. Chen, and Y. Zhang, "Transfer regression model for indoor 3D location estimation," in Proc. 16th Int. Multimedia Model. Conf., Jan. 2010, pp. 603-613.
-
(2010)
Proc. 16th Int. Multimedia Model. Conf.
, pp. 603-613
-
-
Liu, J.1
Chen, Y.2
Zhang, Y.3
-
20
-
-
79953646805
-
Scalable TSK fuzzy modeling for very large datasets using minimal-enclosing-ball approximation
-
Apr
-
Z. H. Deng, K. S. Choi, F. L. Chung, and S. T. Wang, "Scalable TSK fuzzy modeling for very large datasets using minimal-enclosing-ball approximation," IEEE Trans. Fuzzy Syst., vol. 19, no. 2, pp. 210-226, Apr. 2011.
-
(2011)
IEEE Trans. Fuzzy Syst.
, vol.19
, Issue.2
, pp. 210-226
-
-
Deng, Z.H.1
Choi, K.S.2
Chung, F.L.3
Wang, S.T.4
-
22
-
-
0003444099
-
-
Norwell, MA, USA: Kluwer
-
J. C. Bezdek, J. Keller, and R. Krishnapuram, Fuzzy Models and Algorithms for Pattern Recognition and Image Processing. Norwell, MA, USA: Kluwer, 1999.
-
(1999)
Fuzzy Models and Algorithms for Pattern Recognition and Image Processing
-
-
Bezdek, J.C.1
Keller, J.2
Krishnapuram, R.3
-
25
-
-
0003753097
-
-
Upper Saddle River, NJ, USA: Prentice-Hall
-
J. S. R. Jang, C. T. Sun, and E. Mizutani, Neuro-Fuzzy and Soft-Computing. Upper Saddle River, NJ, USA: Prentice-Hall, 1997.
-
(1997)
Neuro-Fuzzy and Soft-Computing
-
-
Jang, J.S.R.1
Sun, C.T.2
Mizutani, E.3
-
26
-
-
0021892282
-
Fuzzy identification of systems and its application to modeling and control
-
Jan.-Feb
-
T. Takagi and M. Sugeno, "Fuzzy identification of systems and its application to modeling and control," IEEE Trans. Syst. Man, Cybern., vol. 15, no. 1, pp. 116-132, Jan.-Feb. 1985.
-
(1985)
IEEE Trans. Syst. Man, Cybern.
, vol.15
, Issue.1
, pp. 116-132
-
-
Takagi, T.1
Sugeno, M.2
-
27
-
-
0017703889
-
Application of fuzzy logic to approximate reasoning using linguistic synthesis
-
Dec
-
E. H. Mamdani, "Application of fuzzy logic to approximate reasoning using linguistic synthesis," IEEE Trans. Comput., vol. 26, no. 12, pp. 1182-1191, Dec. 1977.
-
(1977)
IEEE Trans. Comput.
, vol.26
, Issue.12
, pp. 1182-1191
-
-
Mamdani, E.H.1
-
28
-
-
0005619704
-
Generalization of adaptive neural-fuzzy inference systems
-
Nov
-
M. F. Azeem, M. Hanmandlu, and N. Ahmad, "Generalization of adaptive neural-fuzzy inference systems," IEEE Trans. Neural Netw., vol. 11, no. 6, pp. 1332-1346, Nov. 2000.
-
(2000)
IEEE Trans. Neural Netw.
, vol.11
, Issue.6
, pp. 1332-1346
-
-
Azeem, M.F.1
Hanmandlu, M.2
Ahmad, N.3
-
29
-
-
0027601884
-
ANFIS: Adaptive-network-based fuzzy inference systems
-
May
-
J.-S. R. Jang, "ANFIS: Adaptive-network-based fuzzy inference systems," IEEE Trans. Syst., Man, Cybern., vol. 23, no. 3, pp. 665-685, May 1993.
-
(1993)
IEEE Trans. Syst., Man, Cybern.
, vol.23
, Issue.3
, pp. 665-685
-
-
Jang, J.-S.R.1
-
30
-
-
17644395959
-
TSK-fuzzy modeling based on ε-insensitive learning
-
DOI 10.1109/TFUZZ.2004.840094
-
J. Leski, "TSK-fuzzy modeling based on-insensitive learning," IEEE Trans. Fuzzy Syst., vol. 13, no. 2, pp. 181-193, Apr. 2005. (Pubitemid 40556000)
-
(2005)
IEEE Transactions on Fuzzy Systems
, vol.13
, Issue.2
, pp. 181-193
-
-
Leski, J.M.1
-
31
-
-
0032205732
-
Improving the interpretability of TSK fuzzy models by combining global learning and local learning
-
PII S1063670698082629
-
J. Yen, L. Wang, and C. W. Gillespie, "Improving the interpretability of TSK fuzzy models by combining global learning and local learning," IEEE Trans. Fuzzy Syst., vol. 6, no. 4, pp. 530-537, Aug. 1998. (Pubitemid 128750083)
-
(1998)
IEEE Transactions on Fuzzy Systems
, vol.6
, Issue.4
, pp. 530-537
-
-
Yen, J.1
Wang, L.2
Gillespie, C.W.3
-
32
-
-
33750095184
-
Generalized core vector machines
-
DOI 10.1109/TNN.2006.878123
-
I. W. Tsang, J. T. Kwok, and J. M. Zurada, "Generalized core vector machines," IEEE Trans. Neural Netw., vol. 17, no. 5, pp. 1126-1140, Sep. 2006. (Pubitemid 46445172)
-
(2006)
IEEE Transactions on Neural Networks
, vol.17
, Issue.5
, pp. 1126-1140
-
-
Tsang, I.W.-H.1
Kwok, J.T.-Y.2
Zurada, J.M.3
-
33
-
-
29144499905
-
Working set selection using second order information for training support vector machines
-
Jan
-
R. E. Fan, P. H. Chen, and C. J. Lin, "Working set selection using second order information for training support vector machines," J. Mach. Learn. Res., vol. 6, pp. 1889-1918, Jan. 2005.
-
(2005)
J. Mach. Learn. Res.
, vol.6
, pp. 1889-1918
-
-
Fan, R.E.1
Chen, P.H.2
Lin, C.J.3
-
34
-
-
36248987406
-
Fuzzy system learned through fuzzy clustering and support vector machine for human skin color segmentation
-
Nov
-
C. F. Juang, S. H. Chiu, and S. J. Shiu, "Fuzzy system learned through fuzzy clustering and support vector machine for human skin color segmentation," IEEE Trans. Syst. Man, Cybern., vol. 37, no. 6, pp. 1077-1087, Nov. 2007.
-
(2007)
IEEE Trans. Syst. Man, Cybern.
, vol.37
, Issue.6
, pp. 1077-1087
-
-
Juang, C.F.1
Chiu, S.H.2
Shiu, S.J.3
-
35
-
-
67649993046
-
TS-fuzzy system-based support vector regression
-
Sep
-
C. F. Juang and C. D. Hsieh, "TS-fuzzy system-based support vector regression," Fuzzy Sets Syst., vol. 160, no. 17, pp. 2486-2504, Sep. 2009.
-
(2009)
Fuzzy Sets Syst.
, vol.160
, Issue.17
, pp. 2486-2504
-
-
Juang, C.F.1
Hsieh, C.D.2
-
36
-
-
70449699648
-
Enhanced soft subspace clustering integrating within-cluster and betweencluster information
-
Mar
-
Z. H. Deng, K. S. Choi, F. L. Chung, and S. T. Wang, "Enhanced soft subspace clustering integrating within-cluster and betweencluster information," Pattern Recognit., vol. 43, no. 3, pp. 767-781, Mar. 2010.
-
(2010)
Pattern Recognit.
, vol.43
, Issue.3
, pp. 767-781
-
-
Deng, Z.H.1
Choi, K.S.2
Chung, F.L.3
Wang, S.T.4
-
37
-
-
84862192949
-
Domain adaptation from multiple sources: A domain-dependent regularization approach
-
Mar
-
L. X. Duan, D. Xu, and I. W. Tsang, "Domain adaptation from multiple sources: A domain-dependent regularization approach," IEEE Trans. Neural Netw. Learn. Syst., vol. 23, no. 3, pp. 504-518, Mar. 2012.
-
(2012)
IEEE Trans. Neural Netw. Learn. Syst.
, vol.23
, Issue.3
, pp. 504-518
-
-
Duan, L.X.1
Xu, D.2
Tsang, I.W.3
-
38
-
-
84863393661
-
Domain transfer multiple kernel learning
-
Mar
-
L. X. Duan, I. W. Tsang, and D. Xu, "Domain transfer multiple kernel learning," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 3, pp. 465-479, Mar. 2012.
-
(2012)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.34
, Issue.3
, pp. 465-479
-
-
Duan, L.X.1
Tsang, I.W.2
Xu, D.3
-
39
-
-
84862210850
-
On minimum distribution discrepancy support vector machine for domain adaptation
-
Nov
-
J. W. Tao, K. F. L. Chung, and S. T. Wang, "On minimum distribution discrepancy support vector machine for domain adaptation," Pattern Recognit., vol. 45, no. 11, pp. 3962-3984, Nov. 2012.
-
(2012)
Pattern Recognit.
, vol.45
, Issue.11
, pp. 3962-3984
-
-
Tao, J.W.1
Chung, K.F.L.2
Wang, S.T.3
-
41
-
-
70450208703
-
Fuzzy-based bacterial foraging for watermarking applications
-
Aug.
-
H. C. Huang, Y. H. Chen, and G. Y. Lin, "Fuzzy-based bacterial foraging for watermarking applications," in Proc. 9th Int. Conf. Hybrid Intell. Syst., Aug. 2009, pp. 214-217.
-
(2009)
Proc. 9th Int. Conf. Hybrid Intell. Syst.
, pp. 214-217
-
-
Huang, H.C.1
Chen, Y.H.2
Lin, G.Y.3
-
42
-
-
84857108606
-
Fuzzy rule based median filter for gray-scale images
-
Apr
-
K. M. Singh, "Fuzzy rule based median filter for gray-scale images," J. Inf. Hiding Multimedia Signal Process., vol. 2, no. 2, pp. 108-122, Apr. 2011.
-
(2011)
J. Inf. Hiding Multimedia Signal Process.
, vol.2
, Issue.2
, pp. 108-122
-
-
Singh, K.M.1
-
43
-
-
84871256001
-
Bacterial foraging particle swarm optimization algorithm based fuzzy-VQ compression systems
-
Jul
-
H. M. Feng, J. H. Horng, and S. M. Jou, "Bacterial foraging particle swarm optimization algorithm based fuzzy-VQ compression systems," J. Inf. Hiding Multimedia Signal Process., vol. 3, no. 3, pp. 227-239, Jul. 2012.
-
(2012)
J. Inf. Hiding Multimedia Signal Process.
, vol.3
, Issue.3
, pp. 227-239
-
-
Feng, H.M.1
Horng, J.H.2
Jou, S.M.3
-
44
-
-
84868612368
-
Transfer learning for pedestrian detection
-
Jan
-
X. Cao, Z. Wang, P. Yan, and X. Li, "Transfer learning for pedestrian detection," Neurocomputing, vol. 100, no. 1, pp. 51-57, Jan. 2013.
-
(2013)
Neurocomputing
, vol.100
, Issue.1
, pp. 51-57
-
-
Cao, X.1
Wang, Z.2
Yan, P.3
Li, X.4
-
45
-
-
79958858308
-
Transfer latent variable model based on divergence analysis
-
Oct.-Nov
-
X. Gao, X. Wang, X. Li, and D. Tao, "Transfer latent variable model based on divergence analysis," Pattern Recognit., vol. 44, nos. 10-11, pp. 2358-2366, Oct.-Nov. 2011.
-
(2011)
Pattern Recognit.
, vol.44
, Issue.10-11
, pp. 2358-2366
-
-
Gao, X.1
Wang, X.2
Li, X.3
Tao, D.4
-
46
-
-
80052904932
-
Cross-view action recognition via view knowledge transfer
-
Jun.
-
J. Liu, M. Shah, B. Kuipers, and S. Savarese, "Cross-view action recognition via view knowledge transfer," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2011, pp. 3209-3216.
-
(2011)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit.
, pp. 3209-3216
-
-
Liu, J.1
Shah, M.2
Kuipers, B.3
Savarese, S.4
-
47
-
-
84863015875
-
Dyadic transfer learning for cross-domain image classification
-
Nov.
-
H. Wang, F. Nie, H. Huang, and C. Ding, "Dyadic transfer learning for cross-domain image classification," in Proc. IEEE Int. Conf. Comput. Vis., Nov. 2011, pp. 551-556.
-
(2011)
Proc. IEEE Int. Conf. Comput. Vis.
, pp. 551-556
-
-
Wang, H.1
Nie, F.2
Huang, H.3
Ding, C.4
-
48
-
-
84866651199
-
Robust visual domain adaptation with low-rank reconstruction
-
Jun.
-
I. H. Jhuo, D. Liu, D. T. Lee, and S. F. Chang, "Robust visual domain adaptation with low-rank reconstruction," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2012, pp. 2168-2175.
-
(2012)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit.
, pp. 2168-2175
-
-
Jhuo, I.H.1
Liu, D.2
Lee, D.T.3
Chang, S.F.4
-
49
-
-
84866710696
-
Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach
-
Jun.
-
L. Duan, D. Xu, and S. F. Chang, "Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2012, pp. 1338-1345.
-
(2012)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit.
, pp. 1338-1345
-
-
Duan, L.1
Xu, D.2
Chang, S.F.3
-
50
-
-
84866657270
-
Geodesic flow kernel for unsupervised domain adaptation
-
Jun.
-
B. Gong, Y. Shi, F. Sha, and K. Grauman, "Geodesic flow kernel for unsupervised domain adaptation," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2012, pp. 2066-2073.
-
(2012)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit.
, pp. 2066-2073
-
-
Gong, B.1
Shi, Y.2
Sha, F.3
Grauman, K.4
-
51
-
-
84863396387
-
Domain adaptation for object recognition: An unsupervised approach
-
Nov.
-
R. Gopalan, R. Li, and R. Chellappa, "Domain adaptation for object recognition: An unsupervised approach," in Proc. IEEE Conf. Comput. Vis., Nov. 2011, pp. 999-1006.
-
(2011)
Proc. IEEE Conf. Comput. Vis.
, pp. 999-1006
-
-
Gopalan, R.1
Li, R.2
Chellappa, R.3
|