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- Tapas Kanungo, David M. Mount, Nathan S. Netanyahu, Christine D. Piatko, Ruth Silverman, Angela Y. Wu
- IEEE Trans. Pattern Anal. Mach. Intell.
- 2002

ÐIn k-means clustering, we are given a set of n data points in d-dimensional space R and an integer k and the problem is to determine a set of k points in R, called centers, so as to minimize the… (More)

- Sunil Arya, David M. Mount, Nathan S. Netanyahu, Ruth Silverman, Angela Y. Wu
- J. ACM
- 1998

Consider a set of <italic>S</italic> of <italic>n</italic> data points in real <italic>d</italic>-dimensional space, R<supscrpt>d</supscrpt>, where distances are measured using any Minkowski metric.… (More)

Let S denote a set of n points in d-dimensional space, Rd, and let dist(p, g) denote the distance between two points in any Minkowski metric. For any real E > 0 and q E Rd, a point p E S is a (1 +… (More)

- Tapas Kanungo, David M. Mount, Nathan S. Netanyahu, Christine D. Piatko, Ruth Silverman, Angela Y. Wu
- Symposium on Computational Geometry
- 2002

In <i>k</i>-means clustering we are given a set of <i>n</i> data points in <i>d</i>-dimensional space R<sup>d</sup> and an integer <i>k</i>, and the problem is to determine a set of <i>k</i> points… (More)

- Angela Y. Wu, N. Kong, +6 authors M. Weir
- Diabetologia
- 2004

Microalbuminuria represents the earliest clinical evidence of diabetic nephropathy and is a marker of increased cardiovascular morbidity and mortality. Its early detection allows the implementation… (More)

- David M. Mount, Ruth Silverman, Angela Y. Wu
- Computer Vision and Image Understanding
- 1996

Given two simple polygons P and Q in the plane and a translation vector t 2 R 2 , the area-of-overlap function of P and Q is the function Ar(t) = Area(P \ (t + Q)), where t + Q denotes Q translated… (More)

- David M. Mount, Nathan S. Netanyahu, Christine D. Piatko, Ruth Silverman, Angela Y. Wu
- Algorithmica
- 2012

The linear least trimmed squares (LTS) estimator is a statistical technique for fitting a linear model to a set of points. Given a set of n points in ℝ d and given an integer trimming parameter h≤n,… (More)

- Archana Singh, Avantika Yadav, +16 authors Angela Y. Wu
- 2013

The power of k-means algorithm is due to its computational efficiency and the nature of ease at which it can be used. Distance metrics are used to find similar data objects that lead to develop… (More)

- David M. Mount, Nathan S. Netanyahu, Ruth Silverman, Angela Y. Wu
- Comput. Geom.
- 2000

The nearest neighbor problem is that of preprocessing a set P of n data points in Rd so that, given any query point q, the closest point in P to q can be determined efficiently. In the chromatic… (More)

- Longin Jan Lateki, David M. Mount, Angela Y. Wu, James A. Anderson, Norbert Völker, Andrew A. Adams
- 1992

Transreal arithmetic is a total arithmetic that contains real arithmetic, but which has no arithmetical exceptions. It allows the specification of the Universal Perspex Machine which unifies geometry… (More)