메뉴 건너뛰기




Volumn , Issue , 2013, Pages 1199-1204

Non-negative multiple tensor factorization

Author keywords

Machine Learning; Non negative Tensor Factorization; Spatio Temporal Pattern

Indexed keywords


EID: 84894644407     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2013.83     Document Type: Conference Paper
Times cited : (52)

References (21)
  • 1
    • 31844432834 scopus 로고    scopus 로고
    • Non-negative tensor factorization with applications to statistics and computer vision
    • A. Shashua and T. Hazan, "Non-negative tensor factorization with applications to statistics and computer vision," in Proc. ICML, 2005.
    • (2005) Proc. ICML
    • Shashua, A.1    Hazan, T.2
  • 2
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by nonnegative matrix factorization
    • D. D. Lee and H. S. Seung, "Learning the parts of objects by nonnegative matrix factorization," Nature, vol. 401, pp. 788-791, 1999.
    • (1999) Nature , vol.401 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 4
    • 33947683907 scopus 로고    scopus 로고
    • Sound source separation using shifted non-negative tensor factorisation
    • D. Fitz Gerald, M. Cranitch, and E. Coyle, "Sound source separation using shifted non-negative tensor factorisation," in Proc. ICASSP, 2006.
    • (2006) Proc. ICASSP
    • Fitz Gerald, D.1    Cranitch, M.2    Coyle, E.3
  • 5
    • 33745944718 scopus 로고    scopus 로고
    • Sparse image coding using a 3D non-negative tensor factorization
    • T. Hazan, S. Polak, and A. Shashua, "Sparse image coding using a 3D non-negative tensor factorization," in Proc. ICCV, 2005.
    • (2005) Proc. ICCV
    • Hazan, T.1    Polak, S.2    Shashua, A.3
  • 6
    • 84871551012 scopus 로고    scopus 로고
    • On tensors, sparsity, and nonnegative factorizations
    • E. C. Chi and T. G. Kolda, "On tensors, sparsity, and nonnegative factorizations," SIAM Journal on Matrix Analysis and Applications, vol. 33, no. 4, pp. 1272-1299, 2012.
    • (2012) SIAM Journal on Matrix Analysis and Applications , vol.33 , Issue.4 , pp. 1272-1299
    • Chi, E.C.1    Kolda, T.G.2
  • 7
    • 84871093846 scopus 로고    scopus 로고
    • A parallel nonnegative tensor factorization algorithm for mining global climate data
    • Q. Zhang, M. W. Berry, B. T. Lamb, and T. Samuel, "A parallel nonnegative tensor factorization algorithm for mining global climate data," in Proc. ICCS, 2009.
    • (2009) Proc. ICCS
    • Zhang, Q.1    Berry, M.W.2    Lamb, B.T.3    Samuel, T.4
  • 8
    • 70350676115 scopus 로고    scopus 로고
    • Probabilistic models for incomplete multidimensional arrays
    • W. Chu and Z. Ghahramani, "Probabilistic models for incomplete multidimensional arrays," in Proc. AISTATS, 2009.
    • (2009) Proc. AISTATS
    • Chu, W.1    Ghahramani, Z.2
  • 9
    • 80053444720 scopus 로고    scopus 로고
    • A three-way model for collective learning on multi-relational data
    • M. Nickel, V. Tresp, and H.-P. Kriegel, "A three-way model for collective learning on multi-relational data," in Proc. ICML, 2011.
    • (2011) Proc. ICML
    • Nickel, M.1    Tresp, V.2    Kriegel, H.-P.3
  • 10
    • 85008044987 scopus 로고    scopus 로고
    • Matrix factorization techniques for recommender systems
    • Y. Koren, R. Bell, and C. Volinsky, "Matrix factorization techniques for recommender systems," IEEE Computer Society, vol. 42, no. 8, pp. 30-37, 2009.
    • (2009) IEEE Computer Society , vol.42 , Issue.8 , pp. 30-37
    • Koren, Y.1    Bell, R.2    Volinsky, C.3
  • 11
    • 70349257904 scopus 로고    scopus 로고
    • 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
  • 12
    • 85161989354 scopus 로고    scopus 로고
    • Probabilistic matrix factorization
    • R. Salakhutdinov and A. Mnih, "Probabilistic matrix factorization," in Proc. NIPS, 2008.
    • (2008) Proc. NIPS
    • Salakhutdinov, R.1    Mnih, A.2
  • 14
    • 84894674054 scopus 로고    scopus 로고
    • Linked PARAFAC/CP tensor decomposition and its fast implementation for multi-block tensor analysis
    • T. Yokota, A. Cichocki, and Y. Yamashita, "Linked PARAFAC/CP tensor decomposition and its fast implementation for multi-block tensor analysis," in Proc. ICONIP, 2012.
    • (2012) Proc. ICONIP
    • Yokota, T.1    Cichocki, A.2    Yamashita, Y.3
  • 15
    • 79960843936 scopus 로고    scopus 로고
    • Nonnegative tensor factorization as an alternative csiszar-tusnady procedure: Algorithms, convergence, probabilistic interpretations and novel probabilistic tensor latent variable analysis algorithms
    • S. Zafeiriou and M. Petrou, "Nonnegative tensor factorization as an alternative Csiszar-Tusnady procedure: algorithms, convergence, probabilistic interpretations and novel probabilistic tensor latent variable analysis algorithms," Data Mining and Knowledge Discovery, vol. 22, no. 3, pp. 419-466, 2011.
    • (2011) Data Mining and Knowledge Discovery , vol.22 , Issue.3 , pp. 419-466
    • Zafeiriou, S.1    Petrou, M.2
  • 16
    • 68649096448 scopus 로고    scopus 로고
    • Tensor decompositions and applications
    • T. G. Kolda and B. W. Bader, "Tensor decompositions and applications," SIAM review, vol. 51, no. 3, pp. 455-500, 2009.
    • (2009) SIAM Review , vol.51 , Issue.3 , pp. 455-500
    • Kolda, T.G.1    Bader, B.W.2
  • 17
    • 84894644882 scopus 로고    scopus 로고
    • Novel multi-layer non-negative tensor factorization with sparsity constraints
    • A. Cichocki, R. Zdunek, S. Choi, R. Plemmons, and S. Amari, "Novel multi-layer non-negative tensor factorization with sparsity constraints," in Proc. ICANNGA, 2007.
    • (2007) Proc. ICANNGA
    • Cichocki, A.1    Zdunek, R.2    Choi, S.3    Plemmons, R.4    Amari, S.5
  • 19
    • 77956198886 scopus 로고    scopus 로고
    • Nonnegative shared subspace learning and its application to social media retrieval
    • S. K. Gupta, D. Phung, B. Adams, T. Tran, and S. Venkatesh, "Nonnegative shared subspace learning and its application to social media retrieval," in Proc. SIGKDD, 2010.
    • (2010) Proc. SIGKDD
    • Gupta, S.K.1    Phung, D.2    Adams, B.3    Tran, T.4    Venkatesh, S.5
  • 20
    • 84906863874 scopus 로고    scopus 로고
    • Convex collective matrix factorization
    • G. Bouchard, S. Guo, and D. Yin, "Convex collective matrix factorization," in Proc. AISTATS, 2013.
    • (2013) Proc. AISTATS
    • Bouchard, G.1    Guo, S.2    Yin, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.