Advanced lectures on machine learning: Machine Learning Summer School 2002, Canberra, Australia, February 11 - 22, 2002 ; revised lectures
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin u.a.
Springer
2003
|
| Schriftenreihe: | Lecture notes in computer science
2600 : Lecture notes in artificial intelligence |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | 257 S. graph. Darst. |
| ISBN: | 3540005293 |
Internformat
MARC
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| 245 | 1 | 0 | |a Advanced lectures on machine learning |b Machine Learning Summer School 2002, Canberra, Australia, February 11 - 22, 2002 ; revised lectures |c [edited by] Shahar Mendelson, Alexander J. Smola |
| 264 | 1 | |a Berlin u.a. |b Springer |c 2003 | |
| 300 | |a 257 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Lecture notes in computer science |v 2600 : Lecture notes in artificial intelligence | |
| 500 | |a Includes bibliographical references and index | ||
| 650 | 7 | |a APRENDIZADO COMPUTACIONAL |2 larpcal | |
| 650 | 4 | |a Apprentissage automatique - Congrès | |
| 650 | 7 | |a TEORIA DA COMPUTAÇÃO |2 larpcal | |
| 650 | 4 | |a Machine learning -- Congresses | |
| 650 | 0 | 7 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)1071861417 |a Konferenzschrift |y 2002 |z Canberra |2 gnd-content | |
| 689 | 0 | 0 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |D s |
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| 700 | 1 | |a Smola, Alexander J. |e Sonstige |4 oth | |
| 711 | 2 | |a Machine Learning Summer School |d 2002 |c Canberra |j Sonstige |0 (DE-588)10051462-5 |4 oth | |
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| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-010175750 | |
Datensatz im Suchindex
| _version_ | 1820868167566622720 |
|---|---|
| adam_text |
Table
of
Contents
A
Few
Notes on
Statistical Learning Theory
. 1
Shahar Mendehon
A Short Introduction
to Learning with
Kernels
. 41
Bernhard Schölkopf, Alexander
J. Smola
Bayesian Kernel
Methods.
65
Alexander
J. Smola,
Bernhard Schölkopf
An
Introduction to Boosting and Leveraging
. 118
Ron Meir,
Gunnar
Ratsch
An Introduction to Reinforcement Learning Theory:
Value Function Methods
. 184
Peter L. Bartlett
Learning Comprehensible Theories from Structured Data
. 203
J. W.
Lloyd
Algorithms for Association Rules
. 226
Markus Hegland
Online Learning of Linear Classifiers
. 235
Jyrki Kivinen
Author Index
. 259 |
| any_adam_object | 1 |
| building | Verbundindex |
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| callnumber-first | Q - Science |
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| callnumber-raw | Q325.5.M344 2002 |
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| dewey-full | 006.3/1 006.3/121 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
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| dewey-sort | 16.3 11 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Sprachwissenschaft Psychologie Literaturwissenschaft |
| format | Conference Proceeding Book |
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| language | English |
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| spelling | Advanced lectures on machine learning Machine Learning Summer School 2002, Canberra, Australia, February 11 - 22, 2002 ; revised lectures [edited by] Shahar Mendelson, Alexander J. Smola Berlin u.a. Springer 2003 257 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 2600 : Lecture notes in artificial intelligence Includes bibliographical references and index APRENDIZADO COMPUTACIONAL larpcal Apprentissage automatique - Congrès TEORIA DA COMPUTAÇÃO larpcal Machine learning -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2002 Canberra gnd-content Maschinelles Lernen (DE-588)4193754-5 s DE-604 Mendelson, Shahar Sonstige oth Smola, Alexander J. Sonstige oth Machine Learning Summer School 2002 Canberra Sonstige (DE-588)10051462-5 oth Lecture notes in computer science 2600 : Lecture notes in artificial intelligence (DE-604)BV000000607 2600 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010175750&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Advanced lectures on machine learning Machine Learning Summer School 2002, Canberra, Australia, February 11 - 22, 2002 ; revised lectures Lecture notes in computer science APRENDIZADO COMPUTACIONAL larpcal Apprentissage automatique - Congrès TEORIA DA COMPUTAÇÃO larpcal Machine learning -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)1071861417 |
| title | Advanced lectures on machine learning Machine Learning Summer School 2002, Canberra, Australia, February 11 - 22, 2002 ; revised lectures |
| title_auth | Advanced lectures on machine learning Machine Learning Summer School 2002, Canberra, Australia, February 11 - 22, 2002 ; revised lectures |
| title_exact_search | Advanced lectures on machine learning Machine Learning Summer School 2002, Canberra, Australia, February 11 - 22, 2002 ; revised lectures |
| title_full | Advanced lectures on machine learning Machine Learning Summer School 2002, Canberra, Australia, February 11 - 22, 2002 ; revised lectures [edited by] Shahar Mendelson, Alexander J. Smola |
| title_fullStr | Advanced lectures on machine learning Machine Learning Summer School 2002, Canberra, Australia, February 11 - 22, 2002 ; revised lectures [edited by] Shahar Mendelson, Alexander J. Smola |
| title_full_unstemmed | Advanced lectures on machine learning Machine Learning Summer School 2002, Canberra, Australia, February 11 - 22, 2002 ; revised lectures [edited by] Shahar Mendelson, Alexander J. Smola |
| title_short | Advanced lectures on machine learning |
| title_sort | advanced lectures on machine learning machine learning summer school 2002 canberra australia february 11 22 2002 revised lectures |
| title_sub | Machine Learning Summer School 2002, Canberra, Australia, February 11 - 22, 2002 ; revised lectures |
| topic | APRENDIZADO COMPUTACIONAL larpcal Apprentissage automatique - Congrès TEORIA DA COMPUTAÇÃO larpcal Machine learning -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | APRENDIZADO COMPUTACIONAL Apprentissage automatique - Congrès TEORIA DA COMPUTAÇÃO Machine learning -- Congresses Maschinelles Lernen Konferenzschrift 2002 Canberra |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010175750&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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