Lectures on the Nearest Neighbor Method - Springer Series in the Data Sciences
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Published By Springer International Publishing

9783319253862, 9783319253886

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

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

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):

Local Behavior

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 ◽

Cited By ~ 1

Author(s):

Gérard Biau ◽

Luc Devroye

Keyword(s):

Nearest Neighbor ◽

K Nearest Neighbor ◽

Density Estimates

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

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

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

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

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

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

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

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

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Order statistics and nearest neighbors

Local behavior

Weighted k-nearest neighbor density estimates

Basics of classification

The choice of a nearest neighbor estimate

Advanced properties of uniform order statistics

L p -consistency and Stone’s theorem

Uniform consistency

Appendix

The nearest neighbor distance

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