A principle of estimation in which the estimates of a set of parameters in a statistical model are those quantities minimizing the sum of squaredâ€¦Â (More)

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Highly Cited

2008

Highly Cited

2008

- Ingrid Daubechies, Ronald Devore, Massimo Fornasier, SÄ°NAN GÃœNTÃœRK
- 2008

Under certain conditions (known as the restricted isometry property, or RIP) on the m N matrix Ë† (where m < N ), vectors x 2 RNâ€¦Â (More)

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Highly Cited

2007

Highly Cited

2007

- Hyunsoo Kim, Haesun Park
- Bioinformatics
- 2007

MOTIVATION
Many practical pattern recognition problems require non-negativity constraints. For example, pixels in digital imagesâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

Partial least squares (PLS) was not originally designed as a tool for statistical discrimination. In spite of this, appliedâ€¦Â (More)

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Highly Cited

2002

Highly Cited

2002

The purpose of model selection algorithms such as All Subsets, Forward Selection, and Backward Elimination is to choose a linearâ€¦Â (More)

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Highly Cited

2000

Highly Cited

2000

This article presents a simple yet powerful new approach for approximating the value of America11 options by simulation. The kcyâ€¦Â (More)

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Highly Cited

1997

Highly Cited

1997

We consider least-squares problems where the coefficient matrices A, b are unknown but bounded. We minimize the worst-caseâ€¦Â (More)

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Highly Cited

1996

Highly Cited

1996

- A R Mcintosh, Fred L. Bookstein, J. V. Haxby, Carole Grady
- NeuroImage
- 1996

This paper introduces a new tool for functional neuroimage analysis: partial least squares (PLS). It is unique as a multivariateâ€¦Â (More)

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Highly Cited

1994

Highly Cited

1994

- Martin T. Hagan, Mohammad Bagher Menhaj
- IEEE Trans. Neural Networks
- 1994

The Marquardt algorithm for nonlinear least squares is presented and is incorporated into the backpropagation algorithm forâ€¦Â (More)

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Highly Cited

1989

Highly Cited

1989

- Shui-Li Chen
- 1989

The publisher does not give any warranty express or implied or make any representation that the contents will be complete orâ€¦Â (More)

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Highly Cited

1972

Highly Cited

1972

- Jean Steinier, Yves Termonia, J. M. Deltour
- Analytical chemistry
- 1972

The linearity of the detection system including the attenuator will directly affect the accuracy of 0 and should be consideredâ€¦Â (More)

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