Advanced Lectures on Machine Learning : ML Summer Schools 2003, Canberra, Australia, February 2-14, 2003, Tübingen, Germany, August 4-16, 2003, Revised Lectures

>> Google Books

Advanced Lectures on Machine Learning : ML Summer Schools 2003, Canberra, Australia, February 2-14, 2003, Tübingen, Germany, August 4-16, 2003, Revised Lectures / edited by Olivier Bousquet, Ulrike von Luxburg, Gunnar Rätsch

版:

1st ed. 2004

資料種別:

電子ブック

形態:

X, 246 p.

シリーズ名:

Lecture Notes in Artificial Intelligence ; 3176

著者名:

ISBN:

9783540286509 [3540286500]
9783662185483 [3662185482]
9783540231226 [3540231226]

書誌ID:

EB00005412

子書誌情報

フルテキスト

所蔵情報

書誌詳細

注記:

Machine Learning has become a key enabling technology for many engineering applications, investigating scientific questions and theoretical problems alike. To stimulate discussions and to disseminate new results, a summer school series was started in February 2002, the documentation of which is published as LNAI 2600. This book presents revised lectures of two subsequent summer schools held in 2003 in Canberra, Australia, and in Tübingen, Germany. The tutorial lectures included are devoted to statistical learning theory, unsupervised learning, Bayesian inference, and applications in pattern recognition; they provide in-depth overviews of exciting new developments and contain a large number of references. Graduate students, lecturers, researchers and professionals alike will find this book a useful resource in learning and teaching machine learning.

主題:

Algorithms; Artificial Intelligence; Automated Pattern Recognition; Computer Science; Theory of Computation

目次情報:

東工大ブックレビュー

類似資料:

1 図書 Advanced lectures on machine learning : ML Summer Schools 2003, Canberra, Australia, February 2-14, 2003, Tübingen, Germany, August 4-16, 2003 : revised … Machine Learning Summer School, Bousquet, Olivier, Von Luxburg, Ulrike, Rätsch, Gunnar Springer	7 電子ブック Computers and Games : Second International Conference, CG 2001, Hamamatsu, Japan, October 26-28, 2000 Revised Papers Marsland, Tony., Frank, Ian., SpringerLink (Online service)
2 電子ブック Advanced Lectures on Machine Learning : Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures Mendelson, Shahar., Smola, Alexander J., SpringerLink (Online service)	8 電子ブック Energy Minimization Methods in Computer Vision and Pattern Recognition : 4th International Workshop, EMMCVPR 2003, Lisbon, Portugal, July 7-9, 2003, Proceedings Rangarajan, Anand., Figueiredo, Mário A. T., Zerubia, Josiane., SpringerLink (Online service)
3 電子ブック Advanced Lectures on Machine Learning Machine Learning Summer School, Bousquet, Olivier, Luxburg, Ulrike von, Rätsch, Gunnar SpringerLink Books - AutoHoldings, Springer Berlin / Heidelberg	9 電子ブック Genetic Programming : 6th European Conference, EuroGP 2003, Essex, UK, April 14-16, 2003. Proceedings Ryan, Conor., Soule, Terence., Poli, Riccardo., Tsang, Edward., Keijzer, Maarten., Costa, Ernesto., SpringerLink (Online …
4 電子ブック Computational Learning Theory : 4th European Conference, EuroCOLT'99 Nordkirchen, Germany, March 29-31, 1999 Proceedings Fischer, Paul., Simon, Hans U., SpringerLink (Online service)	10 電子ブック Implementation and Application of Automata : 8th International Conference, CIAA 2003, Santa Barbara, CA, USA, July 16-18, 2003. Proceedings Ibarra, Oscar H., Dang, Zhe., SpringerLink (Online service)
5 電子ブック Artificial Evolution : 6th International Conference, Evolution Artificielle, EA 2003, Marseilles, France, October 27-30, 2003, Revised Selected Papers Liardet, Pierre., Collet, Pierre., Fonlupt, Cyril., Lutton, Evelyne., Schoenauer, Marc., SpringerLink (Online service)	11 電子ブック Developments in Applied Artificial Intelligence : 16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert … Moonis, Ali., Chung, Paul., Hinde, Chris., SpringerLink (Online service)
6 電子ブック Algorithmic Learning Theory : 13th International Conference, ALT 2002, Lübeck, Germany, November 24-26, 2002, Proceedings Cesa-Bianchi, Nicolò., Numao, Masayuki., Reischuk, Rüdiger., SpringerLink (Online service)	12 電子ブック Pattern Recognition with Support Vector Machines : First International Workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002. Proceedings Lee, Seong-Whan., Verri, Alessandro., SpringerLink (Online service)

1

2

3

4

5

6

7

8

9

10

11

12