-
1
-
-
33749583360
-
Beyond streams and graphs: Dynamic tensor analysis
-
ser. KDD '06. New York, NY, USA: ACM
-
J. Sun, D. Tao, and C. Faloutsos, "Beyond streams and graphs: Dynamic tensor analysis," in Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ser. KDD '06. New York, NY, USA: ACM, 2006, pp. 374-383
-
(2006)
Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 374-383
-
-
Sun, J.1
Tao, D.2
Faloutsos, C.3
-
2
-
-
84907024756
-
Marble: High-throughput phenotyping from electronic health records via sparse nonnegative tensor factorization
-
J. C. Ho, J. Ghosh, and J. Sun, "Marble: high-throughput phenotyping from electronic health records via sparse nonnegative tensor factorization," in Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 2014, pp. 115-124
-
(2014)
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM
, pp. 115-124
-
-
Ho, J.C.1
Ghosh, J.2
Sun, J.3
-
3
-
-
84954137745
-
Rubik: Knowledge guided tensor factorization and completion for health data analytics
-
ser. KDD '15. New York, NY, USA: ACM
-
Y. Wang, R. Chen, J. Ghosh, J. C. Denny, A. Kho, Y. Chen, B. A. Malin, and J. Sun, "Rubik: Knowledge guided tensor factorization and completion for health data analytics," in Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ser. KDD '15. New York, NY, USA: ACM, 2015, pp. 1265-1274
-
(2015)
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 1265-1274
-
-
Wang, Y.1
Chen, R.2
Ghosh, J.3
Denny, J.C.4
Kho, A.5
Chen, Y.6
Malin, B.A.7
Sun, J.8
-
4
-
-
68649096448
-
Tensor decompositions and applications
-
T. Kolda and B. 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.1
Bader, B.2
-
6
-
-
0013953617
-
Some mathematical notes on three-mode factor analysis
-
L. R. Tucker, "Some mathematical notes on three-mode factor analysis," Psychometrika, vol. 31, no. 3, pp. 279-311, 1966
-
(1966)
Psychometrika
, vol.31
, Issue.3
, pp. 279-311
-
-
Tucker, L.R.1
-
7
-
-
84866052446
-
Gigatensor: Scaling tensor analysis up by 100 times-algorithms and discoveries
-
ser. KDD '12. New York, NY, USA: ACM
-
U. Kang, E. Papalexakis, A. Harpale, and C. Faloutsos, "Gigatensor: Scaling tensor analysis up by 100 times-algorithms and discoveries," in Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ser. KDD '12. New York, NY, USA: ACM, 2012, pp. 316-324
-
(2012)
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 316-324
-
-
Kang, U.1
Papalexakis, E.2
Harpale, A.3
Faloutsos, C.4
-
8
-
-
84866867881
-
Parcube: Sparse parallelizable tensor decompositions
-
ser. Lecture Notes in Computer Science Springer
-
E. E. Papalexakis, C. Faloutsos, and N. D. Sidiropoulos, "Parcube: Sparse parallelizable tensor decompositions." in ECML/PKDD (1), ser. Lecture Notes in Computer Science, vol. 7523. Springer, 2012, pp. 521-536
-
(2012)
ECML/PKDD (1)
, vol.7523
, pp. 521-536
-
-
Papalexakis, E.E.1
Faloutsos, C.2
Sidiropoulos, N.D.3
-
9
-
-
84871042302
-
Utilizing common substructures to speedup tensor factorization for mining dynamic graphs
-
W. Liu, J. Chan, J. Bailey, C. Leckie, and R. Kotagiri, "Utilizing common substructures to speedup tensor factorization for mining dynamic graphs," in Proceedings of the 21st ACM international conference on Information and knowledge management. ACM, 2012, pp. 435-444
-
(2012)
Proceedings of the 21st ACM International Conference on Information and Knowledge Management. ACM
, pp. 435-444
-
-
Liu, W.1
Chan, J.2
Bailey, J.3
Leckie, C.4
Kotagiri, R.5
-
11
-
-
58849086813
-
Cur matrix decompositions for improved data analysis
-
M. W. Mahoney and P. Drineas, "Cur matrix decompositions for improved data analysis," Proceedings of the National Academy of Sciences, vol. 106, no. 3, pp. 697-702, 2009
-
(2009)
Proceedings of the National Academy of Sciences
, vol.106
, Issue.3
, pp. 697-702
-
-
Mahoney, M.W.1
Drineas, P.2
-
12
-
-
58849107202
-
Relative-error cur matrix decompositions
-
P. Drineas, M. W. Mahoney, and S. Muthukrishnan, "Relative-error cur matrix decompositions," SIAM Journal on Matrix Analysis and Applications, vol. 30, no. 2, pp. 844-881, 2008
-
(2008)
SIAM Journal on Matrix Analysis and Applications
, vol.30
, Issue.2
, pp. 844-881
-
-
Drineas, P.1
Mahoney, M.W.2
Muthukrishnan, S.3
-
13
-
-
0034144758
-
A multilinear singular value decomposition
-
L. Lathauwer, B. De Moor, and J. Vandewalle, "A multilinear singular value decomposition," SIAM journal on Matrix Analysis and Applications, vol. 21, no. 4, pp. 1253-1278, 2000
-
(2000)
SIAM Journal on Matrix Analysis and Applications
, vol.21
, Issue.4
, pp. 1253-1278
-
-
Lathauwer, L.1
De Moor, B.2
Vandewalle, J.3
-
14
-
-
0034144761
-
On the best rank-1 and rank-(r 1, r 2,., rn) approximation of higher-order tensors
-
On the best rank-1 and rank-(r 1, r 2,., rn) approximation of higher-order tensors," SIAM Journal on Matrix Analysis and Applications, vol. 21, no. 4, pp. 1324-1342, 2000
-
(2000)
SIAM Journal on Matrix Analysis and Applications
, vol.21
, Issue.4
, pp. 1324-1342
-
-
Lathauwer, L.1
De Moor, B.2
Vandewalle, J.3
-
15
-
-
77956032667
-
Hierarchical singular value decomposition of tensors
-
May
-
L. Grasedyck, "Hierarchical singular value decomposition of tensors," SIAM J. Matrix Anal. Appl., vol. 31, no. 4, pp. 2029-2054, May 2010
-
(2010)
SIAM J. Matrix Anal. Appl
, vol.31
, Issue.4
, pp. 2029-2054
-
-
Grasedyck, L.1
-
16
-
-
84869490650
-
Black box approximation of tensors in hierarchical tucker format
-
tensors and Multilinear Algebra
-
J. Ballani, L. Grasedyck, and M. Kluge, "Black box approximation of tensors in hierarchical tucker format," Linear Algebra and its Applications, vol. 438, no. 2, pp. 639-657, 2013, tensors and Multilinear Algebra
-
(2013)
Linear Algebra and Its Applications
, vol.438
, Issue.2
, pp. 639-657
-
-
Ballani, J.1
Grasedyck, L.2
Kluge, M.3
-
17
-
-
84899099097
-
Algorithm 941: Htucker-A matlab toolbox for tensors in hierarchical tucker format
-
D. Kressner and C. Tobler, "Algorithm 941: htucker-A matlab toolbox for tensors in hierarchical tucker format," ACM Transactions on Mathematical Software (TOMS), vol. 40, no. 3, p. 22, 2014
-
(2014)
ACM Transactions on Mathematical Software (TOMS)
, vol.40
, Issue.3
, pp. 22
-
-
Kressner, D.1
Tobler, C.2
-
19
-
-
79955479858
-
Multiparameter intelligent monitoring in intensive care II (MIMIC-II): A public-access intensive care unit database
-
M. Saeed et al., "Multiparameter intelligent monitoring in intensive care II (MIMIC-II): a public-access intensive care unit database," Critical care medicine, vol. 39, no. 5, p. 952, 2011
-
(2011)
Critical Care Medicine
, vol.39
, Issue.5
, pp. 952
-
-
Saeed, M.1
-
21
-
-
84987617473
-
Tree adaptive approximation in the hierarchical tensor format
-
J. Ballani and L. Grasedyck, "Tree adaptive approximation in the hierarchical tensor format," SIAM Journal on Scientific Computing, vol. 36, no. 4, pp. A1415-A1431, 2014
-
(2014)
SIAM Journal on Scientific Computing
, vol.36
, Issue.4
, pp. A1415-A1431
-
-
Ballani, J.1
Grasedyck, L.2
|