Lectures on the Nearest Neighbor Method - Springer Series in the Data Sciences
Latest Publications

TOTAL DOCUMENTS

20

(FIVE YEARS 0)

H-INDEX

1

(FIVE YEARS 0)

Published By Springer International Publishing

9783319253862, 9783319253886

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Local behavior

Lectures on the Nearest Neighbor Method - Springer Series in the Data Sciences ◽

10.1007/978-3-319-25388-6_6 ◽

2015 ◽

pp. 53-73

Author(s):

Gérard Biau ◽

Luc Devroye

Keyword(s):

Download Full-text

Weighted k-nearest neighbor density estimates

Lectures on the Nearest Neighbor Method - Springer Series in the Data Sciences ◽

10.1007/978-3-319-25388-6_5 ◽

2015 ◽

pp. 43-51 ◽

Author(s):

Gérard Biau ◽

Luc Devroye

Keyword(s):

Nearest Neighbor ◽

K Nearest Neighbor ◽

Density Estimates

Download Full-text

Basics of classification

Lectures on the Nearest Neighbor Method - Springer Series in the Data Sciences ◽

10.1007/978-3-319-25388-6_17 ◽

2015 ◽

pp. 223-231

Author(s):

Gérard Biau ◽

Luc Devroye

Download Full-text

The choice of a nearest neighbor estimate

Lectures on the Nearest Neighbor Method - Springer Series in the Data Sciences ◽

10.1007/978-3-319-25388-6_16 ◽

2015 ◽

pp. 211-220

Author(s):

Gérard Biau ◽

Luc Devroye

Keyword(s):

Nearest Neighbor

Download Full-text

Advanced properties of uniform order statistics

Lectures on the Nearest Neighbor Method - Springer Series in the Data Sciences ◽

10.1007/978-3-319-25388-6_13 ◽

2015 ◽

pp. 165-173

Author(s):

Gérard Biau ◽

Luc Devroye

Keyword(s):

Order Statistics

Download Full-text

L p -consistency and Stone’s theorem

Lectures on the Nearest Neighbor Method - Springer Series in the Data Sciences ◽

10.1007/978-3-319-25388-6_10 ◽

2015 ◽

pp. 111-130

Author(s):

Gérard Biau ◽

Luc Devroye

Keyword(s):

Stone’S Theorem

Download Full-text

Order statistics and nearest neighbors

Lectures on the Nearest Neighbor Method - Springer Series in the Data Sciences ◽

10.1007/978-3-319-25388-6_1 ◽

2015 ◽

pp. 3-11

Author(s):

Gérard Biau ◽

Luc Devroye

Keyword(s):

Order Statistics ◽

Nearest Neighbors

Download Full-text

Uniform consistency

Lectures on the Nearest Neighbor Method - Springer Series in the Data Sciences ◽

10.1007/978-3-319-25388-6_4 ◽

2015 ◽

pp. 33-42

Author(s):

Gérard Biau ◽

Luc Devroye

Keyword(s):

Uniform Consistency

Download Full-text

Appendix

Lectures on the Nearest Neighbor Method - Springer Series in the Data Sciences ◽

10.1007/978-3-319-25388-6_20 ◽

2015 ◽

pp. 251-277

Author(s):

Gérard Biau ◽

Luc Devroye

Download Full-text

The nearest neighbor distance

Lectures on the Nearest Neighbor Method - Springer Series in the Data Sciences ◽

10.1007/978-3-319-25388-6_2 ◽

2015 ◽

pp. 13-23

Author(s):

Gérard Biau ◽

Luc Devroye

Keyword(s):

Nearest Neighbor ◽

Neighbor Distance ◽

Nearest Neighbor Distance

Download Full-text