![Advanced Lectures on Machine Learning [electronic resource] : ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003, Revised Lectures /](/search/themes/bootstrap3/images/libros.png)
Advanced Lectures on Machine Learning [electronic resource] : ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003, Revised Lectures /
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.
| Main Authors: | , , , |
|---|---|
| Format: | Texto biblioteca |
| Language: | eng |
| Published: |
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,
2004
|
| Subjects: | Computer science., Computers., Algorithms., Artificial intelligence., Pattern recognition., Computer Science., Artificial Intelligence (incl. Robotics)., Computer Science, general., Algorithm Analysis and Problem Complexity., Computation by Abstract Devices., Pattern Recognition., |
| Online Access: | http://dx.doi.org/10.1007/b100712 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|