A review, framework, and R toolkit for exploring, evaluating, and comparing visualization methods

Author:

France Stephen L.ORCID,Akkucuk Ulas

Publisher

Springer Science and Business Media LLC

Subject

Computer Graphics and Computer-Aided Design,Computer Vision and Pattern Recognition,Software

Reference125 articles.

1. Abadi, M., Barham, P., Chen, J., Chen, Z., Davis, A., Dean, J., Matthieu, D., Ghemawat, S., Irving, G., Isard, M., et al.: Tensorflow: a system for large-scale machine learning. In: Keeton, K., Roscoe, T. (eds.) 12th USENIX Symposium on Operating Systems Design and Implementation ($$OSDI$$ 16), pp. 265–283 (2016)

2. Akkucuk, U.: Nonlinear mapping: approaches based on optimizing an index of continuity and applying classical metric MDS on revised distances. Ph.D. thesis, Rutgers University, Newark, NJ (2004)

3. Akkucuk, U., Carroll, J.D.: PARAMAP vs. Isomap: a comparison of two nonlinear mapping algorithms. J. Classif. 23(2), 221–254 (2006)

4. Alvarez-Meza, A.M., Lee, J.A., Verleysen, M., Castellanos-Dominguez, G.: Kernel-based dimensionality reduction using renyi’s $$\alpha $$-entropy measures of similarity. Neurocomputing 222, 36–46 (2017)

5. Andrew, V.M., Purchase, H.: On the role of design in information visualization. Inf. Vis. 10(4), 356–371 (2011)

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