Subspace Nearest Neighbor Search - Problem Statement, Approaches, and Discussion

Author:

Hund Michael,Behrisch Michael,Färber Ines,Sedlmair Michael,Schreck Tobias,Seidl Thomas,Keim Daniel

Publisher

Springer International Publishing

Reference13 articles.

1. Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE TKDE 17(6), 734–749 (2005)

2. Beyer, K.S., Goldstein, J., Ramakrishnan, R., Shaft, U.: When is “nearest neighbor” meaningful? In: Proc. 7th Int. Conf. Database Theory, pp. 217–235 (1999)

3. Camastra, F.: Data dimensionality estimation methods: a survey. Pattern Recognition 36(12), 2945–2954 (2003)

4. Gleicher, M., Albers, D., Walker, R., Jusufi, I., Hansen, C.D., Roberts, J.C.: Visual comparison for information visualization. Information Visualization 10(4), 289–309 (2011)

5. Hinneburg, A., Keim, D.A., Aggarwal, C.C.: What is the nearest neighbor in high dimensional spaces? In: Proc. 26th Int. Conf. on VLDB, Cairo, Egypt (2000)

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