-
1
-
-
84880280631
-
viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia
-
1, 2
-
Amir E.-A. D., Davis K.L., Tadmor M.D., Simonds E.F., Levine J.H., Bendall S.C., Shenfeld D.K., Krishnaswamy S., Nolan G.P., Pe'er D.: viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia. Nature biotechnology 31, 6 (2013), 545–552. 1, 2
-
(2013)
Nature biotechnology
, vol.31
, Issue.6
, pp. 545-552
-
-
Amir, E.-A.D.1
Davis, K.L.2
Tadmor, M.D.3
Simonds, E.F.4
Levine, J.H.5
Bendall, S.C.6
Shenfeld, D.K.7
Krishnaswamy, S.8
Nolan, G.P.9
Pe'er, D.10
-
3
-
-
84911016319
-
High-dimensional analysis of the murine myeloid cell system
-
1, 2
-
Becher B., Schlitzer A., Chen J., Mair F., Sumatoh H.R., Teng K. W. W., Low D., Ruedl C., Riccardi-Castagnoli P., Poidinger M.: High-dimensional analysis of the murine myeloid cell system. Nature immunology 15, 12 (2014), 1181–1189. 1, 2
-
(2014)
Nature immunology
, vol.15
, Issue.12
, pp. 1181-1189
-
-
Becher, B.1
Schlitzer, A.2
Chen, J.3
Mair, F.4
Sumatoh, H.R.5
Teng, K.W.W.6
Low, D.7
Ruedl, C.8
Riccardi-Castagnoli, P.9
Poidinger, M.10
-
4
-
-
84955507767
-
Visualizing dimensionally-reduced data: Interviews with analysts and a characterization of task sequences
-
In, ACM, 1, 5
-
Brehmer M., Sedlmair M., Ingram S., Munzner T.: Visualizing dimensionally-reduced data: Interviews with analysts and a characterization of task sequences. In Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization (2014), ACM, pp. 1–8. 1, 5
-
(2014)
Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization
, pp. 1-8
-
-
Brehmer, M.1
Sedlmair, M.2
Ingram, S.3
Munzner, T.4
-
6
-
-
84922676246
-
Loch: A neighborhood-based multidimensional projection technique for high-dimensional sparse spaces
-
2
-
Fadel S.G., Fatore F.M., Duarte F.S., Paulovich F.V.: Loch: A neighborhood-based multidimensional projection technique for high-dimensional sparse spaces. Neurocomputing 150 (2015), 546–556. 2
-
(2015)
Neurocomputing
, vol.150
, pp. 546-556
-
-
Fadel, S.G.1
Fatore, F.M.2
Duarte, F.S.3
Paulovich, F.V.4
-
9
-
-
84922674751
-
Dimensionality reduction for documents with nearest neighbor queries
-
8
-
Ingram S., Munzner T.: Dimensionality reduction for documents with nearest neighbor queries. Neurocomputing 150 (2015), 557–569. 8
-
(2015)
Neurocomputing
, vol.150
, pp. 557-569
-
-
Ingram, S.1
Munzner, T.2
-
10
-
-
59049104293
-
Glimmer: Multilevel mds on the gpu
-
2
-
Ingram S., Munzner T., Olano M.: Glimmer: Multilevel mds on the gpu. IEEE Transactions on Visualization and Computer Graphics 15, 2 (2009), 249–261. 2
-
(2009)
IEEE Transactions on Visualization and Computer Graphics
, vol.15
, Issue.2
, pp. 249-261
-
-
Ingram, S.1
Munzner, T.2
Olano, M.3
-
11
-
-
84864255933
-
Local affine multidimensional projection
-
2, 8
-
Joia P., Paulovich F., Coimbra D., Cuminato J., Nonato L.: Local affine multidimensional projection. IEEE Transactions on Visualization and Computer Graphics 17, 12 (2011), 2563–2571. 2, 8
-
(2011)
IEEE Transactions on Visualization and Computer Graphics
, vol.17
, Issue.12
, pp. 2563-2571
-
-
Joia, P.1
Paulovich, F.2
Coimbra, D.3
Cuminato, J.4
Nonato, L.5
-
13
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
In, Pereira F., Burges C., Bottou L., Weinberger K., (Eds.)., 7, 8
-
Krizhevsky A., Sutskever I., Hinton G.E.: Imagenet classification with deep convolutional neural networks. In Advances in Neural Information Processing Systems 25, Pereira F., Burges C., Bottou L., Weinberger K., (Eds.). 2012, pp. 1097–1105. 7, 8
-
(2012)
Advances in Neural Information Processing Systems
, vol.25
, pp. 1097-1105
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.E.3
-
14
-
-
84930630277
-
Deep learning
-
7
-
LeCun Y., Bengio Y., Hinton G.: Deep learning. Nature 521, 7553 (2015), 436–444. 7
-
(2015)
Nature
, vol.521
, Issue.7553
, pp. 436-444
-
-
LeCun, Y.1
Bengio, Y.2
Hinton, G.3
-
15
-
-
84896515630
-
Visual analysis of dimensionality reduction quality for parameterized projections
-
9
-
Martins R.M., Coimbra D.B., Minghim R., Telea A.: Visual analysis of dimensionality reduction quality for parameterized projections. Computers & Graphics 41 (2014), 26–42. 9
-
(2014)
Computers & Graphics
, vol.41
, pp. 26-42
-
-
Martins, R.M.1
Coimbra, D.B.2
Minghim, R.3
Telea, A.4
-
16
-
-
84924051598
-
Human-level control through deep reinforcement learning
-
7
-
Mnih V., Kavukcuoglu K., Silver D., Rusu A.A., Veness J., Bellemare M.G., Graves A., Riedmiller M., Fidjeland A.K., Ostrovski G., et al.: Human-level control through deep reinforcement learning. Nature 518, 7540 (2015), 529–533. 7
-
(2015)
Nature
, vol.518
, Issue.7540
, pp. 529-533
-
-
Mnih, V.1
Kavukcuoglu, K.2
Silver, D.3
Rusu, A.A.4
Veness, J.5
Bellemare, M.G.6
Graves, A.7
Riedmiller, M.8
Fidjeland, A.K.9
Ostrovski, G.10
-
17
-
-
0342672666
-
A new method of generalizing sammon mapping with application to algorithm speed-up
-
In, 2
-
Pekalska E., de Ridder D., Duin R.P., Kraaijveld M.A.: A new method of generalizing sammon mapping with application to algorithm speed-up. In ASCI (1999), vol. 99, pp. 221–228. 2
-
(1999)
ASCI
, vol.99
, pp. 221-228
-
-
Pekalska, E.1
de Ridder, D.2
Duin, R.P.3
Kraaijveld, M.A.4
-
18
-
-
80955137017
-
Piece wise laplacian-based projection for interactive data exploration and organization
-
In, Wiley Online Library, 2, 8
-
Paulovich F.V., Eler D.M., Poco J., Botha C.P., Minghim R., Nonato L.G.: Piece wise laplacian-based projection for interactive data exploration and organization. In Computer Graphics Forum (2011), vol. 30, Wiley Online Library, pp. 1091–1100. 2, 8
-
(2011)
Computer Graphics Forum
, vol.30
, pp. 1091-1100
-
-
Paulovich, F.V.1
Eler, D.M.2
Poco, J.3
Botha, C.P.4
Minghim, R.5
Nonato, L.G.6
-
19
-
-
84978951722
-
-
Preprint arXiv1511.02251 (,). 2, 3, 6, 8
-
Pezzotti N., Lelieveldt B.P., van der Maaten L., Höllt T., Eisemann E., Vilanova A.: Approximated and user steerable tsne for progressive visual analytics. Preprint arXiv:1511.02251 (2015). 2, 3, 6, 8
-
(2015)
Approximated and user steerable tsne for progressive visual analytics
-
-
Pezzotti, N.1
Lelieveldt, B.P.2
van der Maaten, L.3
Höllt, T.4
Eisemann, E.5
Vilanova, A.6
-
20
-
-
54949150606
-
Hipp: A novel hierarchical point placement strategy and its application to the exploration of document collections
-
2
-
Paulovich F.V., Minghim R.: Hipp: A novel hierarchical point placement strategy and its application to the exploration of document collections. IEEE Transactions on Visualization and Computer Graphics 14, 6 (2008), 1229–1236. 2
-
(2008)
IEEE Transactions on Visualization and Computer Graphics
, vol.14
, Issue.6
, pp. 1229-1236
-
-
Paulovich, F.V.1
Minghim, R.2
-
21
-
-
41549088933
-
Least square projection: A fast high-precision multidimensional projection technique and its application to document mapping
-
2, 8
-
Paulovich F.V., Nonato L.G., Minghim R., Levkowitz H.: Least square projection: A fast high-precision multidimensional projection technique and its application to document mapping. IEEE Transactions on Visualization and Computer Graphics 14, 3 (2008), 564–575. 2, 8
-
(2008)
IEEE Transactions on Visualization and Computer Graphics
, vol.14
, Issue.3
, pp. 564-575
-
-
Paulovich, F.V.1
Nonato, L.G.2
Minghim, R.3
Levkowitz, H.4
-
22
-
-
41549127079
-
The projection explorer: A flexible tool for projection-based multidimensional visualization
-
In, IEEE, 8
-
Paulovich F.V., Oliveira M. C. F., Minghim R.: The projection explorer: A flexible tool for projection-based multidimensional visualization. In Computer Graphics and Image Processing, 2007. SIBGRAPI 2007. XX Brazilian Symposium on (2007), IEEE, pp. 27–36. 8
-
(2007)
Computer Graphics and Image Processing, 2007. SIBGRAPI 2007. XX Brazilian Symposium on
, pp. 27-36
-
-
Paulovich, F.V.1
Oliveira, M.C.F.2
Minghim, R.3
-
23
-
-
78149246032
-
Two-phase mapping for projecting massive data sets
-
2
-
Paulovich F.V., Silva C.T., Nonato L.G.: Two-phase mapping for projecting massive data sets. IEEE Transactions on Visualization and Computer Graphics 16, 6 (2010), 1281–1290. 2
-
(2010)
IEEE Transactions on Visualization and Computer Graphics
, vol.16
, Issue.6
, pp. 1281-1290
-
-
Paulovich, F.V.1
Silva, C.T.2
Nonato, L.G.3
-
24
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
1
-
Roweis S.T., Saul L.K.: Nonlinear dimensionality reduction by locally linear embedding. Science 290, 5500 (2000), 2323–2326. 1
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2323-2326
-
-
Roweis, S.T.1
Saul, L.K.2
-
25
-
-
84887006810
-
A nonlinear mapping for data structure analysis
-
1
-
Sammon J.W.: A nonlinear mapping for data structure analysis. IEEE Transactions on computers, 5 (1969), 401–409. 1
-
(1969)
IEEE Transactions on computers
, vol.5
, pp. 401-409
-
-
Sammon, J.W.1
-
26
-
-
0029725135
-
The eyes have it: A task by data type taxonomy for information visualizations
-
In, IEEE, 2, 5
-
Shneiderman B.: The eyes have it: A task by data type taxonomy for information visualizations. In IEEE Symposium on Visual Languages (1996), IEEE, pp. 336–343. 2, 5
-
(1996)
IEEE Symposium on Visual Languages
, pp. 336-343
-
-
Shneiderman, B.1
-
27
-
-
84886643002
-
Empirical guidance on scatterplot and dimension reduction technique choices
-
1, 2
-
Sedlmair M., Munzner T., Tory M.: Empirical guidance on scatterplot and dimension reduction technique choices. IEEE Transactions on Visualization and Computer Graphics 19, 12 (2013), 2634–2643. 1, 2
-
(2013)
IEEE Transactions on Visualization and Computer Graphics
, vol.19
, Issue.12
, pp. 2634-2643
-
-
Sedlmair, M.1
Munzner, T.2
Tory, M.3
-
29
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
1
-
Tenenbaum J.B., De Silva V., Langford J.C.: A global geometric framework for nonlinear dimensionality reduction. Science 290, 5500 (2000), 2319–2323. 1
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
De Silva, V.2
Langford, J.C.3
-
31
-
-
84919775831
-
Accelerating t-sne using tree-based algorithms
-
2, 3, 8
-
VAN Der Maaten L.: Accelerating t-sne using tree-based algorithms. The Journal of Machine Learning Research 15, 1 (2014), 3221–3245. 2, 3, 8
-
(2014)
The Journal of Machine Learning Research
, vol.15
, Issue.1
, pp. 3221-3245
-
-
van der Maaten, L.1
-
32
-
-
57249084011
-
Visualizing data using t-SNE
-
1, 2, 3, 4, 8
-
van der Maaten L., Hinton G.: Visualizing data using t-SNE. Journal of Machine Learning Research 9, 2579–2605 (2008), 85. 1, 2, 3, 4, 8
-
(2008)
Journal of Machine Learning Research
, vol.9
, Issue.2579
, pp. 85-2605
-
-
van der Maaten, L.1
Hinton, G.2
-
33
-
-
77949507946
-
information retrieval perspective to nonlinear dimensionality reduction for data visualization
-
8
-
Venna J., Peltonen J., Nybo K., Aidos H., Kaski S.: information retrieval perspective to nonlinear dimensionality reduction for data visualization. The Journal of Machine Learning Research 11 (2010), 451–490. 8
-
(2010)
The Journal of Machine Learning Research
, vol.11
, pp. 451-490
-
-
Venna, J.1
Peltonen, J.2
Nybo, K.3
Aidos, H.4
Kaski, S.5
-
34
-
-
16244412939
-
Steerable, progressive multidimensional scaling
-
In, IEEE, 2
-
Williams M., Munzner T.: Steerable, progressive multidimensional scaling. In IEEE Symposium on Information Visualization (2004), IEEE, pp. 57–64. 2
-
(2004)
IEEE Symposium on Information Visualization
, pp. 57-64
-
-
Williams, M.1
Munzner, T.2
|