Advanced lectures on machine learning Machine Learning Summer School 2002, Canberra, Australia, February 11 - 22, 2002 ; revised lectures
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| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin u.a.
Springer
2003
|
| Schriftenreihe: | Lecture notes in computer science
2600 : Lecture notes in artificial intelligence |
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| Online-Zugang: | Inhaltsverzeichnis |
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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 |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Mendelson, Shahar |e Sonstige |4 oth | |
| 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 | |
| 830 | 0 | |a Lecture notes in computer science |v 2600 : Lecture notes in artificial intelligence |w (DE-604)BV000000607 |9 2600 | |
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-010175750 | ||
Datensatz im Suchindex
| DE-BY-TUM_call_number | 0102/DAT 001z 2001 A 999-2600 |
|---|---|
| DE-BY-TUM_katkey | 1356789 |
| DE-BY-TUM_local_keycode | ko |
| DE-BY-TUM_media_number | 040020110230 |
| _version_ | 1816712230288228352 |
| 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 |
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| ctrlnum | (OCoLC)51342719 (DE-599)BVBBV016458579 |
| dewey-full | 006.3/1 006.3/121 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/1 006.3/1 21 |
| dewey-search | 006.3/1 006.3/1 21 |
| 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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| genre_facet | Konferenzschrift 2002 Canberra |
| id | DE-604.BV016458579 |
| illustrated | Illustrated |
| indexdate | 2024-11-25T17:19:56Z |
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| institution_GND | (DE-588)10051462-5 |
| isbn | 3540005293 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-010175750 |
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| physical | 257 S. graph. Darst. |
| publishDate | 2003 |
| publishDateSearch | 2003 |
| publishDateSort | 2003 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| 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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