Holdings: Lectures on the nearest neighbor method

Lectures on the nearest neighbor method:

Saved in:

Bibliographic Details
Main Authors:	Biau, Gérard (Author), Devroye, Luc (Author)
Format:	Electronic eBook
Language:	English
Published:	Cham Springer [2015]
Series:	Springer series in the data sciences
Subjects:	Mathematics Pattern recognition Probabilities Statistics Probability Theory and Stochastic Processes Pattern Recognition Statistics and Computing/Statistics Programs Mathematik Statistik
Online Access:	BTU01 FRO01 TUM01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online Ressource (IX, 290 Seiten, 4 illus. in color)
ISBN:	9783319253886
ISSN:	2365-5674
DOI:	10.1007/978-3-319-25388-6

Staff View

MARC


LEADER	00000nmm a2200000zc 4500
001	BV043309583
003	DE-604
005	20200929
007	cr\|uuu---uuuuu
008	160125s2015 \|\|\|\| o\|\|u\| \|\|\|\|\|\|eng d
020			\|a 9783319253886 \|c Online \|9 978-3-319-25388-6
024	7		\|a 10.1007/978-3-319-25388-6 \|2 doi
035			\|a (OCoLC)934176791
035			\|a (DE-599)BVBBV043309583
040			\|a DE-604 \|b ger \|e rda
041	0		\|a eng
049			\|a DE-91 \|a DE-19 \|a DE-20 \|a DE-739 \|a DE-634 \|a DE-703 \|a DE-861 \|a DE-83
082	0		\|a 519.2 \|2 23
084			\|a ST 300 \|0 (DE-625)143650: \|2 rvk
084			\|a SK 840 \|0 (DE-625)143261: \|2 rvk
084			\|a ST 134 \|0 (DE-625)143590: \|2 rvk
084			\|a MAT 000 \|2 stub
100	1		\|a Biau, Gérard \|e Verfasser \|4 aut
245	1	0	\|a Lectures on the nearest neighbor method \|c Gérard Biau, Luc Devroye
264		1	\|a Cham \|b Springer \|c [2015]
264		4	\|c © 2015
300			\|a 1 Online Ressource (IX, 290 Seiten, 4 illus. in color)
336			\|b txt \|2 rdacontent
337			\|b c \|2 rdamedia
338			\|b cr \|2 rdacarrier
490	0		\|a Springer series in the data sciences \|x 2365-5674
650		4	\|a Mathematics
650		4	\|a Pattern recognition
650		4	\|a Probabilities
650		4	\|a Statistics
650		4	\|a Probability Theory and Stochastic Processes
650		4	\|a Pattern Recognition
650		4	\|a Statistics and Computing/Statistics Programs
650		4	\|a Mathematik
650		4	\|a Statistik
700	1		\|a Devroye, Luc \|e Verfasser \|0 (DE-588)170228444 \|4 aut
776	0	8	\|i Erscheint auch als \|n Druckausgabe \|z 978-3-319-25386-2
856	4	0	\|u https://doi.org/10.1007/978-3-319-25388-6 \|x Verlag \|3 Volltext
856	4	2	\|m Springer Fremddatenuebernahme \|q application/pdf \|u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730272&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA \|3 Inhaltsverzeichnis
856	4	2	\|m Springer Fremddatenuebernahme \|q application/pdf \|u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730272&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA \|3 Abstract
912			\|a ZDB-2-SMA
940	1		\|q UBY_PDA_SMA
940	1		\|q ZDB-2-SMA_2015
999			\|a oai:aleph.bib-bvb.de:BVB01-028730272
966	e		\|u https://doi.org/10.1007/978-3-319-25388-6 \|l BTU01 \|p ZDB-2-SMA \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-25388-6 \|l FRO01 \|p ZDB-2-SMA \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-25388-6 \|l TUM01 \|p ZDB-2-SMA \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-25388-6 \|l UBM01 \|p ZDB-2-SMA \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-25388-6 \|l UBT01 \|p ZDB-2-SMA \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-25388-6 \|l UBW01 \|p ZDB-2-SMA \|x Verlag \|3 Volltext
966	e		\|u https://doi.org/10.1007/978-3-319-25388-6 \|l UPA01 \|p ZDB-2-SMA \|x Verlag \|3 Volltext

Record in the Search Index

_version_	1804175846571769856
adam_text	LECTURES ON THE NEAREST NEIGHBOR METHOD / BIAU, GERARD : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS PART I: DENSITY ESTIMATION ORDER STATISTICS AND NEAREST NEIGHBORS THE EXPECTED NEAREST NEIGHBOR DISTANCE THE K-NEAREST NEIGHBOR DENSITY ESTIMATE UNIFORM CONSISTENCY WEIGHTED K-NEAREST NEIGHBOR DENSITY ESTIMATES.-LOCAL BEHAVIOR ENTROPY ESTIMATION PART II: REGRESSION ESTIMATION THE NEAREST NEIGHBOR REGRESSION FUNCTION ESTIMATE THE 1-NEAREST NEIGHBOR REGRESSION FUNCTION ESTIMATE LP-CONSISTENCY AND STONE S THEOREM POINTWISE CONSISTENCY UNIFORM CONSISTENCY ADVANCED PROPERTIES OF UNIFORM ORDER STATISTICS RATES OF CONVERGENCE REGRESSION: THE NOISLESS CASE THE CHOICE OF A NEAREST NEIGHBOR ESTIMATE PART III: SUPERVISED CLASSIFICATION BASICS OF CLASSIFICATION THE 1-NEAREST NEIGHBOR CLASSIFICATION RULE THE NEAREST NEIGHBOR CLASSIFICATION RULE. APPENDIX INDEX. DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. LECTURES ON THE NEAREST NEIGHBOR METHOD / BIAU, GERARD : 2015 ABSTRACT / INHALTSTEXT THIS TEXT PRESENTS A WIDE-RANGING AND RIGOROUS OVERVIEW OF NEAREST NEIGHBOR METHODS, ONE OF THE MOST IMPORTANT PARADIGMS IN MACHINE LEARNING. NOW IN ONE SELF-CONTAINED VOLUME, THIS BOOK SYSTEMATICALLY COVERS KEY STATISTICAL, PROBABILISTIC, COMBINATORIAL AND GEOMETRIC IDEAS FOR UNDERSTANDING, ANALYZING AND DEVELOPING NEAREST NEIGHBOR METHODS. GERARD BIAUIS A PROFESSOR AT UNIVERSITE PIERRE ET MARIE CURIE (PARIS).LUC DEVROYEIS A PROFESSOR AT THE SCHOOL OF COMPUTER SCIENCE AT MCGILL UNIVERSITY (MONTREAL). DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
any_adam_object	1
author	Biau, Gérard Devroye, Luc
author_GND	(DE-588)170228444
author_facet	Biau, Gérard Devroye, Luc
author_role	aut aut
author_sort	Biau, Gérard
author_variant	g b gb l d ld
building	Verbundindex
bvnumber	BV043309583
classification_rvk	ST 300 SK 840 ST 134
classification_tum	MAT 000
collection	ZDB-2-SMA
ctrlnum	(OCoLC)934176791 (DE-599)BVBBV043309583
dewey-full	519.2
dewey-hundreds	500 - Natural sciences and mathematics
dewey-ones	519 - Probabilities and applied mathematics
dewey-raw	519.2
dewey-search	519.2
dewey-sort	3519.2
dewey-tens	510 - Mathematics
discipline	Informatik Mathematik
doi_str_mv	10.1007/978-3-319-25388-6
format	Electronic eBook
fullrecord	<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02929nmm a2200637zc 4500</leader><controlfield tag="001">BV043309583</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20200929 </controlfield><controlfield tag="007">cr\|uuu---uuuuu</controlfield><controlfield tag="008">160125s2015 \|\|\|\| o\|\|u\| \|\|\|\|\|\|eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783319253886</subfield><subfield code="c">Online</subfield><subfield code="9">978-3-319-25388-6</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1007/978-3-319-25388-6</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)934176791</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV043309583</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-91</subfield><subfield code="a">DE-19</subfield><subfield code="a">DE-20</subfield><subfield code="a">DE-739</subfield><subfield code="a">DE-634</subfield><subfield code="a">DE-703</subfield><subfield code="a">DE-861</subfield><subfield code="a">DE-83</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">519.2</subfield><subfield code="2">23</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 300</subfield><subfield code="0">(DE-625)143650:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">SK 840</subfield><subfield code="0">(DE-625)143261:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 134</subfield><subfield code="0">(DE-625)143590:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MAT 000</subfield><subfield code="2">stub</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Biau, Gérard</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Lectures on the nearest neighbor method</subfield><subfield code="c">Gérard Biau, Luc Devroye</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Cham</subfield><subfield code="b">Springer</subfield><subfield code="c">[2015]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">© 2015</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online Ressource (IX, 290 Seiten, 4 illus. in color)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Springer series in the data sciences</subfield><subfield code="x">2365-5674</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Pattern recognition</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Probabilities</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Statistics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Probability Theory and Stochastic Processes</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Pattern Recognition</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Statistics and Computing/Statistics Programs</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematik</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Statistik</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Devroye, Luc</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)170228444</subfield><subfield code="4">aut</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druckausgabe</subfield><subfield code="z">978-3-319-25386-2</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1007/978-3-319-25388-6</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Springer Fremddatenuebernahme</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730272&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Springer Fremddatenuebernahme</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730272&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Abstract</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-2-SMA</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">UBY_PDA_SMA</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">ZDB-2-SMA_2015</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-028730272</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-25388-6</subfield><subfield code="l">BTU01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-25388-6</subfield><subfield code="l">FRO01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-25388-6</subfield><subfield code="l">TUM01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-25388-6</subfield><subfield code="l">UBM01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-25388-6</subfield><subfield code="l">UBT01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-25388-6</subfield><subfield code="l">UBW01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-25388-6</subfield><subfield code="l">UPA01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection>
id	DE-604.BV043309583
illustrated	Not Illustrated
indexdate	2024-07-10T07:22:47Z
institution	BVB
isbn	9783319253886
issn	2365-5674
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028730272
oclc_num	934176791
open_access_boolean
owner	DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-20 DE-739 DE-634 DE-703 DE-861 DE-83
owner_facet	DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-20 DE-739 DE-634 DE-703 DE-861 DE-83
physical	1 Online Ressource (IX, 290 Seiten, 4 illus. in color)
psigel	ZDB-2-SMA UBY_PDA_SMA ZDB-2-SMA_2015
publishDate	2015
publishDateSearch	2015
publishDateSort	2015
publisher	Springer
record_format	marc
series2	Springer series in the data sciences
spelling	Biau, Gérard Verfasser aut Lectures on the nearest neighbor method Gérard Biau, Luc Devroye Cham Springer [2015] © 2015 1 Online Ressource (IX, 290 Seiten, 4 illus. in color) txt rdacontent c rdamedia cr rdacarrier Springer series in the data sciences 2365-5674 Mathematics Pattern recognition Probabilities Statistics Probability Theory and Stochastic Processes Pattern Recognition Statistics and Computing/Statistics Programs Mathematik Statistik Devroye, Luc Verfasser (DE-588)170228444 aut Erscheint auch als Druckausgabe 978-3-319-25386-2 https://doi.org/10.1007/978-3-319-25388-6 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730272&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730272&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Biau, Gérard Devroye, Luc Lectures on the nearest neighbor method Mathematics Pattern recognition Probabilities Statistics Probability Theory and Stochastic Processes Pattern Recognition Statistics and Computing/Statistics Programs Mathematik Statistik
title	Lectures on the nearest neighbor method
title_auth	Lectures on the nearest neighbor method
title_exact_search	Lectures on the nearest neighbor method
title_full	Lectures on the nearest neighbor method Gérard Biau, Luc Devroye
title_fullStr	Lectures on the nearest neighbor method Gérard Biau, Luc Devroye
title_full_unstemmed	Lectures on the nearest neighbor method Gérard Biau, Luc Devroye
title_short	Lectures on the nearest neighbor method
title_sort	lectures on the nearest neighbor method
topic	Mathematics Pattern recognition Probabilities Statistics Probability Theory and Stochastic Processes Pattern Recognition Statistics and Computing/Statistics Programs Mathematik Statistik
topic_facet	Mathematics Pattern recognition Probabilities Statistics Probability Theory and Stochastic Processes Pattern Recognition Statistics and Computing/Statistics Programs Mathematik Statistik
url	https://doi.org/10.1007/978-3-319-25388-6 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730272&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730272&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT biaugerard lecturesonthenearestneighbormethod AT devroyeluc lecturesonthenearestneighbormethod

Holdings

There is no print copy available.

Interlibrary loan Place Request Caution: Not in THWS collection! Get full text

MARC

Record in the Search Index

There is no print copy available.

Similar Items