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Advanced Lectures on Machine Learning: Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures - Couverture souple
Synopsis
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.
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- ÉditeurSpringer
- Date d'édition2008
- ISBN 10 3540005293
- ISBN 13 9783540005292
- ReliureBroché
- Langueanglais
- Nombre de pages272
- Coordonnées du fabricantnon disponible
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Advanced Lectures on Machine Learning : Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures
Edité par
Springer Berlin Heidelberg, 2003
ISBN 10 : 3540005293
ISBN 13 : 9783540005292
Ancien ou d'occasion
Couverture souple
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Etat : Sehr gut. Zustand: Sehr gut | Seiten: 268 | Sprache: Englisch | Produktart: Bücher. N° de réf. du vendeur 1146177/202
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Advanced Lectures on Machine Learning: Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures (Lecture Notes in Computer Science, 2600)
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Springer, 2018
ISBN 10 : 3540005293
ISBN 13 : 9783540005292
Ancien ou d'occasion
Couverture souple
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Etat : Fine. *Price HAS BEEN REDUCED by 10% until Monday, June 16 (SALE ITEM)* 276 pp., paperback, this is the 2018 later printing, new. - If you are reading this, this item is actually (physically) in our stock and ready for shipment once ordered. We are not bookjackers. Buyer is responsible for any additional duties, taxes, or fees required by recipient's country. N° de réf. du vendeur ZB1318790
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Advanced Lectures on Machine Learning.
Edité par
Springer Verlag, 2003
ISBN 10 : 3540005293
ISBN 13 : 9783540005292
Ancien ou d'occasion
Softcover
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Softcover. Etat : Gut. Gebraucht - Gut Zustand: Gut, IX, 259 p. Also available online. About this book: This book presents revised reviewed versions of lectures given during the Machine Learning Summer School held in Canberra, Australia, in February 2002. The lectures address the following key topics in algorithmic learning: statistical learning theory, kernel methods, boosting, reinforcement learning, theory learning, association rule learning, and learning linear classifier systems. Thus, the book is well balanced between classical topics and new approaches in machine learning. Advanced students and lecturers will find this book a coherent in-depth overview of this exciting area, while researchers will use this book as a valuable source of reference. Written for researchers and professionals. N° de réf. du vendeur 15037
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Advanced Lectures on Machine Learning
Edité par
Springer Berlin Heidelberg, 2003
ISBN 10 : 3540005293
ISBN 13 : 9783540005292
Neuf
Couverture souple
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Advanced Lectures on Machine Learning : Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures
Edité par
Springer Berlin Heidelberg, 2003
ISBN 10 : 3540005293
ISBN 13 : 9783540005292
Neuf
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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 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. N° de réf. du vendeur 9783540005292
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Advanced Lectures on Machine Learning
Edité par
Springer Berlin Heidelberg Jan 2003, 2003
ISBN 10 : 3540005293
ISBN 13 : 9783540005292
Neuf
Taschenbuch
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 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. 268 pp. Englisch. N° de réf. du vendeur 9783540005292
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Advanced Lectures on Machine Learning: Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures (Lecture Notes in Computer Science, 2600)
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Advanced Lectures on Machine Learning
Edité par
Springer Berlin Heidelberg, Springer Berlin Heidelberg Jan 2003, 2003
ISBN 10 : 3540005293
ISBN 13 : 9783540005292
Neuf
Taschenbuch
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Taschenbuch. Etat : Neu. Neuware -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 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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 276 pp. Englisch. N° de réf. du vendeur 9783540005292
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Advanced Lectures on Machine Learning : Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002 : Revised Lectures
Edité par
Springer, 2003
ISBN 10 : 3540005293
ISBN 13 : 9783540005292
Ancien ou d'occasion
Couverture souple
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Etat : As New. Unread book in perfect condition. N° de réf. du vendeur 1814427
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Advanced Lectures on Machine Learning: Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures (Lecture Notes in Computer Science, 2600)
Vendeur : California Books, Miami, FL, Etats-Unis
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