-
1
-
-
30844456955
-
Polyphonic music transcription by non-negative sparse coding of power spectra
-
S.A. Abdallah and M.D. Plumbley. Polyphonic music transcription by non-negative sparse coding of power spectra. In Proc. ISMIR, 2004.
-
(2004)
Proc. ISMIR
-
-
Abdallah, S.A.1
Plumbley, M.D.2
-
2
-
-
33646712150
-
On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them
-
M. Aharon, M. Elad, and A.M. Bruckstein. On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them. Linear algebra and its applications, 416(1):48-67, 2006.
-
(2006)
Linear Algebra and Its Applications
, vol.416
, Issue.1
, pp. 48-67
-
-
Aharon, M.1
Elad, M.2
Bruckstein, A.M.3
-
4
-
-
79959532395
-
Graph regularized non-negative matrix factorization for data representation
-
D. Cai, X. He, and J. Han. Graph regularized non-negative matrix factorization for data representation. IEEE Trans., 33:1548-1560, 2011.
-
(2011)
IEEE Trans.
, vol.33
, pp. 1548-1560
-
-
Cai, D.1
He, X.2
Han, J.3
-
5
-
-
38149095674
-
Detect and track latent factors with online nonnegative matrix factorization
-
B. Cao, D. Shen, J.T. Sun, X. Wang, Q. Yang, and Z. Chen. Detect and track latent factors with online nonnegative matrix factorization. In Proc. IJCAI, 2007.
-
(2007)
Proc. IJCAI
-
-
Cao, B.1
Shen, D.2
Sun, J.T.3
Wang, X.4
Yang, Q.5
Chen, Z.6
-
7
-
-
80052506120
-
Hierarchical ALS algorithms for nonnegative matrix and 3D tensor factorization
-
A. Cichocki, R. Zdunek, and S. Amari. Hierarchical ALS algorithms for nonnegative matrix and 3D tensor factorization. In Proc. ICA, 2007.
-
(2007)
Proc. ICA
-
-
Cichocki, A.1
Zdunek, R.2
Amari, S.3
-
9
-
-
84866511641
-
Maximum marginal likelihood estimation for nonnegative dictionary learning in the Gamma-Poisson model
-
O. Dikmen and C. Févotte. Maximum marginal likelihood estimation for nonnegative dictionary learning in the Gamma-Poisson model. IEEE Trans., 2012.
-
(2012)
IEEE Trans.
-
-
Dikmen, O.1
Févotte, C.2
-
10
-
-
33750290224
-
NMF and PLSI: Equivalence and a hybrid algorithm
-
C. Ding, T. Li, and W. Peng. NMF and PLSI: Equivalence and a hybrid algorithm. In Proc. SIGIR, 2006.
-
(2006)
Proc. SIGIR
-
-
Ding, C.1
Li, T.2
Peng, W.3
-
11
-
-
84887582862
-
Creating stories: Social curation of Twitter messages
-
K. Duh, T. Hirao, A. Kimura, K. Ishiguro, T. Iwata, and C. A. Yeung. Creating stories: Social curation of Twitter messages. In Proc. ICWSM, 2012.
-
(2012)
Proc. ICWSM
-
-
Duh, K.1
Hirao, T.2
Kimura, A.3
Ishiguro, K.4
Iwata, T.5
Yeung, C.A.6
-
12
-
-
77956538800
-
Bayesian nonparametric matrix factorization for recorded music
-
M. D. Hoffman, D. M. Blei, and P. R. Cook. Bayesian nonparametric matrix factorization for recorded music. In Proc. ICML, 2011.
-
(2011)
Proc ICML
-
-
Hoffman, M.D.1
Blei, D.M.2
Cook, P.R.3
-
13
-
-
85026972772
-
Probabilistic latent semantic indexing
-
T. Hofmann. Probabilistic latent semantic indexing. In Proc. SIGIR, 1999.
-
(1999)
Proc. SIGIR
-
-
Hofmann, T.1
-
14
-
-
84900510076
-
Non-negative matrix factorization with sparseness constraints
-
P.O. Hoyer. Non-negative matrix factorization with sparseness constraints. Journal of Machine Learning Research, 5:1457-1469, 2004.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 1457-1469
-
-
Hoyer, P.O.1
-
15
-
-
84874089397
-
Towards automatic image understanding and mining via social curation
-
K. Ishiguro, A. Kimura, and K. Takeuchi. Towards automatic image understanding and mining via social curation. In Proc. ICDM, 2012.
-
(2012)
Proc. ICDM
-
-
Ishiguro, K.1
Kimura, A.2
Takeuchi, K.3
-
16
-
-
74549114009
-
Matrix factorization techniques for recommender systems
-
Y. Koren, R. Bell, and C. Volinsky. Matrix factorization techniques for recommender systems. IEEE, 2009.
-
(2009)
IEEE
-
-
Koren, Y.1
Bell, R.2
Volinsky, C.3
-
17
-
-
0033592606
-
Learning the parts of objects by non-negative matrix factorization
-
October
-
D. D. Lee and H. S. Seung. Learning the parts of objects by non-negative matrix factorization. Nature, 401:788-791, October 1999.
-
(1999)
Nature
, vol.401
, pp. 788-791
-
-
Lee, D.D.1
Seung, H.S.2
-
19
-
-
80052647541
-
Smoothing techniques for adaptive online language models: Topic tracking in tweet streams
-
J. Lin, R. Snow, and W. Morgan. Smoothing techniques for adaptive online language models: topic tracking in tweet streams. In Proc. SIGKDD, 2011.
-
(2011)
Proc. SIGKDD
-
-
Lin, J.1
Snow, R.2
Morgan, W.3
-
20
-
-
77954604765
-
Distributed nonnegative matrix factorization for web-scale dyadic data analysis on MapReduce
-
C. Liu, H. Yang, J. Fan, L. He, and Y. Wang. Distributed nonnegative matrix factorization for web-scale dyadic data analysis on MapReduce. In Proc. WWW, 2010.
-
(2010)
Proc. WWW
-
-
Liu, C.1
Yang, H.2
Fan, J.3
He, L.4
Wang, Y.5
-
21
-
-
84866683313
-
Aoptimal non-negative projection for image representation
-
H. Liu, Z. Yang, Z. Wu, and X. Li. Aoptimal non-negative projection for image representation. In Proc. CVPR, 2012.
-
(2012)
Proc. CVPR
-
-
Liu, H.1
Yang, Z.2
Wu, Z.3
Li, X.4
-
22
-
-
70349257904
-
Sorec: Social recommendation using probabilistic matrix factorization
-
H. Ma, H. Yang, M. R. Lyu, and I. King. Sorec: Social recommendation using probabilistic matrix factorization. In Proc. CIKM, 2008.
-
(2008)
Proc. CIKM
-
-
Ma, H.1
Yang, H.2
Lyu, M.R.3
King, I.4
-
24
-
-
83455246038
-
Bayesian nonparametric spectrogram modeling based on infinite factorial infinite hidden Markov model
-
M. Nakano, J. L. Roux, H. Kameoka, T. Nakamura, N. Ono, and S. Sagayama. Bayesian nonparametric spectrogram modeling based on infinite factorial infinite hidden Markov model. In Proc. WASPAA, 2011.
-
(2011)
Proc. WASPAA
-
-
Nakano, M.1
Roux, J.L.2
Kameoka, H.3
Nakamura, T.4
Ono, N.5
Sagayama, S.6
-
25
-
-
84860868767
-
New objective functions for social collaborative filtering
-
J. Noel, S. Sanner, K. Tran, P. Christen, L. Xie, E. V. Bonilla, E. Abbasnejad, and N. D. Penna. New objective functions for social collaborative filtering. In Proc. WWW, 2012.
-
(2012)
Proc. WWW
-
-
Noel, J.1
Sanner, S.2
Tran, K.3
Christen, P.4
Xie, L.5
Bonilla, E.V.6
Abbasnejad, E.7
Penna, N.D.8
-
26
-
-
84867125398
-
Collaborative topic regression with social matrix factorization for recommendation systems
-
S. Purushotham, Y. Liu, and C. C. J. Kuo. Collaborative topic regression with social matrix factorization for recommendation systems. In Proc. ICML, 2012.
-
(2012)
Proc. ICML
-
-
Purushotham, S.1
Liu, Y.2
Kuo, C.C.J.3
-
29
-
-
84945116938
-
Non-negative matrix factorization for polyphonic music transcription
-
P. Smaragdis and J.C. Brown. Non-negative matrix factorization for polyphonic music transcription. In Proc. WASPA, 2003.
-
(2003)
Proc. WASPA
-
-
Smaragdis, P.1
Brown, J.C.2
-
30
-
-
12244288622
-
Probabilistic author-topic models for information discovery
-
M. Steyvers, P. Smyth, and T. Griffiths. Probabilistic author-topic models for information discovery. In Proc. SIGKDD, 2004.
-
(2004)
Proc. SIGKDD
-
-
Steyvers, M.1
Smyth, P.2
Griffiths, T.3
-
31
-
-
80052666619
-
Collaborative topic modeling for recommending scientific articles
-
C. Wang and D. M. Blei. Collaborative topic modeling for recommending scientific articles. In Proc. SIGKDD, 2011.
-
(2011)
Proc. SIGKDD
-
-
Wang, C.1
Blei, D.M.2
-
32
-
-
84857336717
-
Efficient document clustering via online nonnegative matrix factorizations
-
F. Wang, C. Tan, A.C. König, and P. Li. Efficient document clustering via online nonnegative matrix factorizations. In Proc. SIAM, 2011.
-
(2011)
Proc. SIAM
-
-
Wang, F.1
Tan, C.2
König, A.C.3
Li, P.4
-
33
-
-
1542347778
-
Document clustering based on non-negative matrix factorization
-
W. Xu, X. Liu, and Y. Gong. Document clustering based on non-negative matrix factorization. In Proc. SIGIR, 2003.
-
(2003)
Proc. SIGIR
-
-
Xu, W.1
Liu, X.2
Gong, Y.3
|