Advanced lectures on machine learning : machine learning summer school 2002, Canberra, Australia, February 11 22, 2002 : revised lectures
Machine Learning has become a key enabling technology for many engineering applications and theoretical problems alike. To further discussions and to dis- minate new results, a Summer School was held on February 11 22, 2002 at the Australian National University. The current book contains a collectio...
Wedi'i Gadw mewn:
| Awdur Corfforaethol: | |
|---|---|
| Awduron Eraill: | , |
| Fformat: | Livre numérique |
| Iaith: | Anglais |
| Cyhoeddwyd: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Cyfres: | Lecture notes in computer science. Lecture notes in artificial intelligence
2600 |
| Pynciau: | |
| Mynediad Ar-lein: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nodyn: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Advanced lectures on machine learning, machine learning summer school 2002, Canberra, Australia, February 11-22, 2002, revised lectures, Shahar Mendelson, Alexander J. Smola (eds.), Berlin, Springer, 2003, 1 vol. (257 p.), Lecture notes in computer science, 3-540-00529-3 • Advanced Lectures on Machine Learning, Texte imprimé, 9783662180853 |
| LEADER | 04274nam a22004217a 4500 | ||
|---|---|---|---|
| 001 | 949036 | ||
| 008 | 110927q2000 xxe ||| |||| 00| 0 eng d | ||
| 009 | PPN155207857 | ||
| 020 | |a 9783540364344 (PDF) | ||
| 041 | 0 | |a eng | |
| 082 | |a 006.31 | ||
| 082 | |a 004 | ||
| 111 | 2 | |a Machine learning summer school 2002 |d (2002 |c :Camberra). | |
| 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. |
| 260 | |a Berlin [etc.] : |b Springer. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Lecture notes in computer science. Lecture notes in artificial intelligence |v 2600 |x 1611-3349 |x 2945-9141 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a A Few Notes on Statistical Learning Theory -- A Short Introduction to Learning with Kernels -- Bayesian Kernel Methods -- An Introduction to Boosting and Leveraging -- An Introduction to Reinforcement Learning Theory: Value Function Methods -- Learning Comprehensible Theories from Structured Data -- Algorithms for Association Rules -- Online Learning of Linear Classifiers. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a Machine Learning has become a key enabling technology for many engineering applications and theoretical problems alike. To further discussions and to dis- minate new results, a Summer School was held on February 11 22, 2002 at the Australian National University. The current book contains a collection of the main talks held during those two weeks in February, presented as tutorial chapters on topics such as Boosting, Data Mining, Kernel Methods, Logic, Reinforcement Learning, and Statistical Learning Theory. The papers provide an in-depth overview of these exciting new areas, contain a large set of references, and thereby provide the interested reader with further information to start or to pursue his own research in these directions. Complementary to the book, a recorded video of the presentations during the Summer School can be obtained at http://mlg. anu. edu. au/summer2002 It is our hope that graduate students, lecturers, and researchers alike will ?nd this book useful in learning and teaching Machine Learning, thereby continuing the mission of the Summer School. Canberra, November 2002 Shahar Mendelson Alexander Smola Research School of Information Sciences and Engineering, The Australian National University Thanks and Acknowledgments We gratefully thank all the individuals and organizations responsible for the success of the workshop. | ||
| 650 | |a Informatique | ||
| 650 | |a Apprentissage automatique | ||
| 650 | |a Algorithmes | ||
| 650 | |a Intelligence artificielle | ||
| 650 | |a Actes de congrès | ||
| 700 | 1 | |a Mendelson, Shahar. |4 pbd | |
| 700 | 1 | |a Smola, Alexander J., |d 19..- |4 pbd | |
| 776 | 0 | |0 070307954 |t Advanced lectures on machine learning |o machine learning summer school 2002, Canberra, Australia, February 11-22, 2002 |o revised lectures |f Shahar Mendelson, Alexander J. Smola (eds.) |c Berlin |n Springer |d 2003 |p 1 vol. (257 p.) |s Lecture notes in computer science |z 3-540-00529-3 | |
| 776 | 0 | |t Advanced Lectures on Machine Learning |b Texte imprimé |z 9783662180853 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/3-540-36434-X |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-9F2GSTVL-R |z Accès sur la plateforme Istex | |
| 856 | 4 | |5 452349901:748053786 |u https://ezproxy.univ-orleans.fr/login?url=https://doi.org/10.1007/3-540-36434-X |z Accès Université d'Orléans | |
| 856 | 4 | |5 180339901:751505005 |u https://ezproxy.insa-cvl.fr/login?qurl=https://doi.org/10.1007/3-540-36434-X |z Accès INSA CVL | |
| 997 | |0 949036 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||