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Machine Learning: ECML 2006

2006-09-19 Computers
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Release : 2006-09-19
Genre : Computers
Kind : eBook
Book Rating : 75X/5 ( reviews)

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Book Synopsis Machine Learning: ECML 2006 by : Johannes Fürnkranz

Download or read book Machine Learning: ECML 2006 written by Johannes Fürnkranz. This book was released on 2006-09-19. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th European Conference on Machine Learning, ECML 2006, held, jointly with PKDD 2006. The book presents 46 revised full papers and 36 revised short papers together with abstracts of 5 invited talks, carefully reviewed and selected from 564 papers submitted. The papers present a wealth of new results in the area and address all current issues in machine learning.

Machine Learning: ECML 2006

2006-09-21 Computers
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Release : 2006-09-21
Genre : Computers
Kind : eBook
Book Rating : 56X/5 ( reviews)

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Book Synopsis Machine Learning: ECML 2006 by : Johannes Fürnkranz

Download or read book Machine Learning: ECML 2006 written by Johannes Fürnkranz. This book was released on 2006-09-21. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th European Conference on Machine Learning, ECML 2006, held, jointly with PKDD 2006. The book presents 46 revised full papers and 36 revised short papers together with abstracts of 5 invited talks, carefully reviewed and selected from 564 papers submitted. The papers present a wealth of new results in the area and address all current issues in machine learning.

Machine Learning: ECML 2007

2007-09-05 Computers
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Release : 2007-09-05
Genre : Computers
Kind : eBook
Book Rating : 578/5 ( reviews)

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Book Synopsis Machine Learning: ECML 2007 by : Joost N. Kok

Download or read book Machine Learning: ECML 2007 written by Joost N. Kok. This book was released on 2007-09-05. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 18th European Conference on Machine Learning, ECML 2007, held in Warsaw, Poland, September 2007, jointly with PKDD 2007. The 41 revised full papers and 37 revised short papers presented together with abstracts of four invited talks were carefully reviewed and selected from 592 abstracts submitted to both, ECML and PKDD. The papers present a wealth of new results in the area and address all current issues in machine learning.

Constrained Markov Decision Processes

2021-12-17 Mathematics
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Release : 2021-12-17
Genre : Mathematics
Kind : eBook
Book Rating : 248/5 ( reviews)

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Book Synopsis Constrained Markov Decision Processes by : Eitan Altman

Download or read book Constrained Markov Decision Processes written by Eitan Altman. This book was released on 2021-12-17. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a unified approach for the study of constrained Markov decision processes with a finite state space and unbounded costs. Unlike the single controller case considered in many other books, the author considers a single controller with several objectives, such as minimizing delays and loss, probabilities, and maximization of throughputs. It is desirable to design a controller that minimizes one cost objective, subject to inequality constraints on other cost objectives. This framework describes dynamic decision problems arising frequently in many engineering fields. A thorough overview of these applications is presented in the introduction. The book is then divided into three sections that build upon each other.

Advances in Machine Learning I

2010-02-04 Computers
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Release : 2010-02-04
Genre : Computers
Kind : eBook
Book Rating : 766/5 ( reviews)

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Book Synopsis Advances in Machine Learning I by : Jacek Koronacki

Download or read book Advances in Machine Learning I written by Jacek Koronacki. This book was released on 2010-02-04. Available in PDF, EPUB and Kindle. Book excerpt: Professor Richard S. Michalski passed away on September 20, 2007. Once we learned about his untimely death we immediately realized that we would no longer have with us a truly exceptional scholar and researcher who for several decades had been inf- encing the work of numerous scientists all over the world - not only in his area of expertise, notably machine learning, but also in the broadly understood areas of data analysis, data mining, knowledge discovery and many others. In fact, his influence was even much broader due to his creative vision, integrity, scientific excellence and exceptionally wide intellectual horizons which extended to history, political science and arts. Professor Michalski’s death was a particularly deep loss to the whole Polish sci- tific community and the Polish Academy of Sciences in particular. After graduation, he began his research career at the Institute of Automatic Control, Polish Academy of Science in Warsaw. In 1970 he left his native country and hold various prestigious positions at top US universities. His research gained impetus and he soon established himself as a world authority in his areas of interest – notably, he was widely cons- ered a father of machine learning.

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