-
2
-
-
65449189832
-
Extracting shared subspace for multi-label classification
-
ACM
-
S. Ji, L. Tang, S. Yu, J. Ye, Extracting shared subspace for multi-label classification, in: Proceeding of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM, 2008, pp. 381-389.
-
(2008)
Proceeding of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 381-389
-
-
Ji, S.1
Tang, L.2
Yu, S.3
Ye, J.4
-
4
-
-
77958542913
-
Multi-task sparse discriminant analysis (mtsda) with overlapping categories
-
Y. Han, F. Wu, J. Jia, Y. Zhuang, B. Yu, Multi-task sparse discriminant analysis (mtsda) with overlapping categories, in: Proceedings of the AAAI Conference on Artificial Intelligence, 2010, pp. 469-474.
-
(2010)
Proceedings of the AAAI Conference on Artificial Intelligence
, pp. 469-474
-
-
Han, Y.1
Wu, F.2
Jia, J.3
Zhuang, Y.4
Yu, B.5
-
5
-
-
80052815681
-
Group sparse representation for image categorization and semantic video retrieval
-
Y. Liu, F. Wu, Y. Zhuang, Group sparse representation for image categorization and semantic video retrieval, Science China Information Sciences (2011) 1-13.
-
(2011)
Science China Information Sciences
, pp. 1-13
-
-
Liu, Y.1
Wu, F.2
Zhuang, Y.3
-
6
-
-
82655180556
-
Stable multi-label boosting for image annotation with structural feature selection
-
Y. Zhuang, Y. Han, F. Wu, J. Yang, Stable multi-label boosting for image annotation with structural feature selection, Science China Information Sciences 54 (12) (2011) 2508-2521.
-
(2011)
Science China Information Sciences
, vol.54
, Issue.12
, pp. 2508-2521
-
-
Zhuang, Y.1
Han, Y.2
Wu, F.3
Yang, J.4
-
7
-
-
84861125914
-
Image annotation by input-output structural grouping sparsity
-
Y. Han, F. Wu, Q. Tian, Y. Zhuang, Image annotation by input-output structural grouping sparsity, IEEE Transactions on Image Processing (99) (2012) 1.
-
(2012)
IEEE Transactions on Image Processing
, vol.99
, pp. 1
-
-
Han, Y.1
Wu, F.2
Tian, Q.3
Zhuang, Y.4
-
8
-
-
84990873037
-
The heterogeneous feature selection with structural sparsity for multimedia annotation and hashing: A survey
-
F. Wu, Y. Han, X. Liu, J. Shao, Y. Zhuang, Z. Zhang, The heterogeneous feature selection with structural sparsity for multimedia annotation and hashing: a survey, International Journal of Multimedia Information Retrieval (2012).
-
(2012)
International Journal of Multimedia Information Retrieval
-
-
Wu, F.1
Han, Y.2
Liu, X.3
Shao, J.4
Zhuang, Y.5
Zhang, Z.6
-
9
-
-
34547160155
-
Automatic video annotation by semi-supervised learning with kernel density estimation
-
DOI 10.1145/1180639.1180855, Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006
-
M. Wang, X. Hua, Y. Song, X. Yuan, S. Li, H. Zhang, Automatic video annotation by semi-supervised learning with kernel density estimation, in: Proceedings of the 14th Aannual ACM International Conference on Multimedia, ACM, 2006, pp. 967-976. (Pubitemid 47113663)
-
(2006)
Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006
, pp. 967-976
-
-
Wang, M.1
Song, Y.2
Yuan, X.3
Zhang, H.-J.4
Hua, X.-S.5
Li, S.6
-
10
-
-
77952552460
-
Classification by semi-supervised discriminative regularization
-
F. Wu, W. Wang, Y. Yang, Y. Zhuang, F. Nie, Classification by semi-supervised discriminative regularization, Neurocomputing 73 (10-12) (2010) 1641-1651.
-
(2010)
Neurocomputing
, vol.73
, Issue.10-12
, pp. 1641-1651
-
-
Wu, F.1
Wang, W.2
Yang, Y.3
Zhuang, Y.4
Nie, F.5
-
11
-
-
72449199441
-
Inferring semantic concepts from community-contributed images and noisy tags
-
ACM
-
J. Tang, S. Yan, R. Hong, G. Qi, T. Chua, Inferring semantic concepts from community-contributed images and noisy tags, in: Proceedings of the Seventeen ACM International Conference on Multimedia, ACM, 2009, pp. 223-232.
-
(2009)
Proceedings of the Seventeen ACM International Conference on Multimedia
, pp. 223-232
-
-
Tang, J.1
Yan, S.2
Hong, R.3
Qi, G.4
Chua, T.5
-
12
-
-
75649121772
-
Image annotation by graph-based inference with integrated multiple/single instance representations
-
J. Tang, H. Li, G. Qi, T. Chua, Image annotation by graph-based inference with integrated multiple/single instance representations, IEEE Transactions on Multimedia 12 (2) (2010) 131-141.
-
(2010)
IEEE Transactions on Multimedia
, vol.12
, Issue.2
, pp. 131-141
-
-
Tang, J.1
Li, H.2
Qi, G.3
Chua, T.4
-
13
-
-
68349087851
-
Cross-domain learning methods for high-level visual concept classification
-
IEEE
-
W. Jiang, E. Zavesky, S. Chang, A. Loui, Cross-domain learning methods for high-level visual concept classification, in: 15th IEEE International Conference on Image Processing, ICIP 2008, IEEE, 2008, pp. 161-164.
-
(2008)
15th IEEE International Conference on Image Processing, ICIP 2008
, pp. 161-164
-
-
Jiang, W.1
Zavesky, E.2
Chang, S.3
Loui, A.4
-
14
-
-
70450185098
-
Domain transfer SVM for video concept detection
-
IEEE
-
L. Duan, I. Tsang, D. Xu, S. Maybank, Domain transfer SVM for video concept detection, in: Computer Vision and Pattern Recognition Conference on CVPR 2009, IEEE, 2009, pp. 1375-1381.
-
(2009)
Computer Vision and Pattern Recognition Conference on CVPR 2009
, pp. 1375-1381
-
-
Duan, L.1
Tsang, I.2
Xu, D.3
Maybank, S.4
-
15
-
-
57749201133
-
Transfer learning via dimensionality reduction
-
S. Pan, J. Kwok, Q. Yang, Transfer learning via dimensionality reduction, in: Proceedings of the 23rd National Conference on Artificial Intelligence, 2008, pp. 677-682.
-
(2008)
Proceedings of the 23rd National Conference on Artificial Intelligence
, pp. 677-682
-
-
Pan, S.1
Kwok, J.2
Yang, Q.3
-
16
-
-
0036474679
-
Wavelet-based texture retrieval using generalized Gaussian density and Kullback-Leibler distance
-
DOI 10.1109/83.982822, PII S1057714902008072
-
M. Do, M. Vetterli, Wavelet-based texture retrieval using generalized gaussian density and kullback-leibler distance, IEEE Transactions on Image Processing 11 (2) (2002) 146-158. (Pubitemid 34278451)
-
(2002)
IEEE Transactions on Image Processing
, vol.11
, Issue.2
, pp. 146-158
-
-
Do, M.N.1
Vetterli, M.2
-
17
-
-
77953184874
-
Heterogeneous feature machines for visual recognition
-
IEEE
-
L. Cao, J. Luo, F. Liang, T. Huang, Heterogeneous feature machines for visual recognition, in: IEEE 12th International Conference on Computer Vision, IEEE, 2009, pp. 1095-1102.
-
(2009)
IEEE 12th International Conference on Computer Vision
, pp. 1095-1102
-
-
Cao, L.1
Luo, J.2
Liang, F.3
Huang, T.4
-
18
-
-
78650979629
-
Heterogeneous feature selection by group lasso with logistic regression
-
ACM
-
F. Wu, Y. Yuan, Y. Zhuang, Heterogeneous feature selection by group lasso with logistic regression, in: Proceedings of the International Conference on Multimedia, ACM, 2010, pp. 983-986.
-
(2010)
Proceedings of the International Conference on Multimedia
, pp. 983-986
-
-
Wu, F.1
Yuan, Y.2
Zhuang, Y.3
-
19
-
-
2542631648
-
Kernel methods for multi-labelled classification and categorical regression problems
-
A. Elisseeff, J. Weston, Kernel methods for multi-labelled classification and categorical regression problems, Advances in Neural Information Processing Systems 14 (2002) 681-687.
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
, pp. 681-687
-
-
Elisseeff, A.1
Weston, J.2
-
20
-
-
33745767102
-
Collective multi-label classification
-
DOI 10.1145/1099554.1099591, CIKM'05 - Proceedings of the 14th ACM International Conference on Information and Knowledge Management
-
N. Ghamrawi, A. McCallum, Collective multi-label classification, in: Proceedings of the 14th ACM International Conference on Information and Knowledge Management, ACM, 2005, pp. 195-200. (Pubitemid 44022130)
-
(2005)
International Conference on Information and Knowledge Management, Proceedings
, pp. 195-200
-
-
Ghamrawi, N.1
McCallum, A.2
-
22
-
-
34547979771
-
Uncovering shared structures in multiclass classification
-
ACM
-
Y. Amit, M. Fink, N. Srebro, S. Ullman, Uncovering shared structures in multiclass classification, in: Proceedings of the 24th International Conference on Machine Learning, ACM, 2007, pp. 17-24.
-
(2007)
Proceedings of the 24th International Conference on Machine Learning
, pp. 17-24
-
-
Amit, Y.1
Fink, M.2
Srebro, N.3
Ullman, S.4
-
23
-
-
68949141664
-
Combining instance-based learning and logistic regression for multilabel classification
-
W. Cheng, E. Hüllermeier, Combining instance-based learning and logistic regression for multilabel classification, Machine Learning 76 (2) (2009) 211-225.
-
(2009)
Machine Learning
, vol.76
, Issue.2
, pp. 211-225
-
-
Cheng, W.1
Hüllermeier, E.2
-
24
-
-
33750729556
-
Manifold regularization: A geometric framework for learning from labeled and unlabeled examples
-
M. Belkin, P. Niyogi, V. Sindhwani, Manifold regularization: a geometric framework for learning from labeled and unlabeled examples, The Journal of Machine Learning Research 7 (2006) 2399-2434. (Pubitemid 44708005)
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 2399-2434
-
-
Belkin, M.1
Niyogi, P.2
Sindhwani, V.3
-
26
-
-
84864031047
-
Correcting sample selection bias by unlabeled data
-
J. Huang, A. Smola, A. Gretton, K. Borgwardt, B. Scholkopf, Correcting sample selection bias by unlabeled data, Advances in Neural Information Processing Systems 19 (2007) 601.
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
, pp. 601
-
-
Huang, J.1
Smola, A.2
Gretton, A.3
Borgwardt, K.4
Scholkopf, B.5
-
27
-
-
70049084596
-
Domain adaptation from multiple sources via auxiliary classifiers
-
ACM
-
L. Duan, I. Tsang, D. Xu, T. Chua, Domain adaptation from multiple sources via auxiliary classifiers, in: Proceedings of the 26th Annual International Conference on Machine Learning, ACM, 2009, pp. 289-296.
-
(2009)
Proceedings of the 26th Annual International Conference on Machine Learning
, pp. 289-296
-
-
Duan, L.1
Tsang, I.2
Xu, D.3
Chua, T.4
-
28
-
-
77955998281
-
Automatic image annotation using group sparsity
-
IEEE
-
S. Zhang, J. Huang, Y. Huang, Y. Yu, H. Li, D. Metaxas, Automatic image annotation using group sparsity, in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2010, pp. 3312-3319.
-
(2010)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
, pp. 3312-3319
-
-
Zhang, S.1
Huang, J.2
Huang, Y.3
Yu, Y.4
Li, H.5
Metaxas, D.6
-
29
-
-
78650979494
-
Multi-label boosting for image annotation by structural grouping sparsity
-
ACM
-
F. Wu, Y. Han, Q. Tian, Y. Zhuang, Multi-label boosting for image annotation by structural grouping sparsity, in: Proceedings of the International Conference on Multimedia, ACM, 2010, pp. 15-24.
-
(2010)
Proceedings of the International Conference on Multimedia
, pp. 15-24
-
-
Wu, F.1
Han, Y.2
Tian, Q.3
Zhuang, Y.4
-
30
-
-
84455207566
-
Image annotation by composite kernel learning with group structure
-
ACM
-
Y. Yuan, F. Wu, Y. Zhuang, J. Shao, Image annotation by composite kernel learning with group structure, in: Proceedings of the International Conference on Multimedia, ACM, 2011.
-
(2011)
Proceedings of the International Conference on Multimedia
-
-
Yuan, Y.1
Wu, F.2
Zhuang, Y.3
Shao, J.4
-
31
-
-
33747886323
-
Integrating structured biological data by kernel maximum mean discrepancy
-
K. Borgwardt, A. Gretton, M. Rasch, H. Kriegel, B. Schölkopf, A. Smola, Integrating structured biological data by kernel maximum mean discrepancy, Bioinformatics 22 (14) (2006) e49.
-
(2006)
Bioinformatics
, vol.22
, Issue.14
-
-
Borgwardt, K.1
Gretton, A.2
Rasch, M.3
Kriegel, H.4
Schölkopf, B.5
Smola, A.6
-
32
-
-
0000249788
-
An Equivalence between Sparse Approximation and Support Vector Machines
-
F. Girosi, An equivalence between sparse approximation and support vector machines, Neural Computation 10 (6) (1998) 1455-1480. (Pubitemid 128464285)
-
(1998)
Neural Computation
, vol.10
, Issue.6
, pp. 1455-1480
-
-
Girosi, F.1
-
33
-
-
77951171251
-
Msra-mm 2.0: A large-scale web multimedia dataset
-
IEEE
-
H. Li, M. Wang, X. Hua, Msra-mm 2.0: a large-scale web multimedia dataset, in: IEEE International Conference on Data Mining Workshops, IEEE, 2009, pp. 164-169.
-
(2009)
IEEE International Conference on Data Mining Workshops
, pp. 164-169
-
-
Li, H.1
Wang, M.2
Hua, X.3
-
34
-
-
37849015208
-
Kodak's consumer video benchmark data set: Concept definition and annotation
-
ACM
-
A. Loui, J. Luo, S. Chang, D. Ellis, W. Jiang, L. Kennedy, K. Lee, A. Yanagawa, Kodak's consumer video benchmark data set: concept definition and annotation, in: Proceedings of the International Workshop on Workshop on Multimedia Information Retrieval, ACM, 2007, pp. 245-254.
-
(2007)
Proceedings of the International Workshop on Workshop on Multimedia Information Retrieval
, pp. 245-254
-
-
Loui, A.1
Luo, J.2
Chang, S.3
Ellis, D.4
Jiang, W.5
Kennedy, L.6
Lee, K.7
Yanagawa, A.8
-
35
-
-
74049158146
-
Nus-wide: A real-world web image database from national university of singapore
-
ACM
-
T. Chua, J. Tang, R. Hong, H. Li, Z. Luo, Y. Zheng, Nus-wide: a real-world web image database from national university of singapore, in: Proceeding of the ACM International Conference on Image and Video Retrieval, ACM, 2009, p. 48.
-
(2009)
Proceeding of the ACM International Conference on Image and Video Retrieval
, pp. 48
-
-
Chua, T.1
Tang, J.2
Hong, R.3
Li, H.4
Luo, Z.5
Zheng, Y.6
|