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wyszukanych pozycji: 8
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Conformal and Probabilistic Prediction with Applications: 5th International Symposium, Copa 2016, Madrid, Spain, April 20-22, 2016, Proceedings
ISBN: 9783319333946 / Angielski / Miękka / 2016 / 229 str. Termin realizacji zamówienia: ok. 20 dni roboczych. This book constitutes the refereed proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications, COPA 2016, held in Madrid, Spain, in April 2016. The 14 revised full papers presented together with 1 invited paper were carefully reviewed and selected from 23 submissions and cover topics on theory of conformal prediction; applications of conformal prediction; and machine learning. This book constitutes the refereed proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications, COPA... |
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192,30 zł |
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Statistical Learning and Data Sciences: Third International Symposium, Slds 2015, Egham, Uk, April 20-23, 2015, Proceedings
ISBN: 9783319170909 / Angielski / Miękka / 2015 / 444 str. Termin realizacji zamówienia: ok. 20 dni roboczych. This book constitutes the refereed proceedings of the Third International Symposium on Statistical Learning and Data Sciences, SLDS 2015, held in Egham, Surrey, UK, April 2015.
The 36 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 59 submissions. The papers are organized in topical sections on statistical learning and its applications, conformal prediction and its applications, new frontiers in data analysis for nuclear fusion, and geometric data analysis. This book constitutes the refereed proceedings of the Third International Symposium on Statistical Learning and Data Sciences, SLDS 2015, held in Egha...
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cena:
192,30 zł |
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Causal Models and Intelligent Data Management
ISBN: 9783642636820 / Angielski / Miękka / 2012 / 185 str. Termin realizacji zamówienia: ok. 20 dni roboczych. Data analysis and inference have traditionally been research areas of statistics. However, the need to electronically store, manipulate and analyze large-scale, high-dimensional data sets requires new methods and tools, new types of databases, new efficient algorithms, new data structures, etc. - in effect new computational methods.
This monograph presents new intelligent data management methods and tools, such as the support vector machine, and new results from the field of inference, in particular of causal modeling. In 11 well-structured chapters, leading experts map out the major... Data analysis and inference have traditionally been research areas of statistics. However, the need to electronically store, manipulate and analyze la...
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cena:
192,30 zł |
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Algorithmic Learning in a Random World
ISBN: 9783031066511 / Angielski Termin realizacji zamówienia: ok. 20 dni roboczych. |
cena:
653,90 zł |
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Causal Models and Intelligent Data Management
ISBN: 9783540663287 / Angielski / Twarda / 1999 / 185 str. Termin realizacji zamówienia: ok. 20 dni roboczych. Data analysis and inference have traditionally been research areas of statistics. However, the need to electronically store, manipulate and analyze large-scale, high-dimensional data sets requires new methods and tools, new types of databases, new efficient algorithms, new data structures, etc. - in effect new computational methods.
This monograph presents new intelligent data management methods and tools, such as the support vector machine, and new results from the field of inference, in particular of causal modeling. In 11 well-structured chapters, leading experts map out the major... Data analysis and inference have traditionally been research areas of statistics. However, the need to electronically store, manipulate and analyze la...
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cena:
192,30 zł |
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Algorithmic Learning in a Random World
ISBN: 9783031066481 / Angielski / Twarda / 2022 / 476 str. Termin realizacji zamówienia: ok. 20 dni roboczych. This book is about conformal prediction, an approach to prediction that originated in machine learning in the late 1990s. The main feature of conformal prediction is the principled treatment of the reliability of predictions. The prediction algorithms described — conformal predictors — are provably valid in the sense that they evaluate the reliability of their own predictions in a way that is neither over-pessimistic nor over-optimistic (the latter being especially dangerous). The approach is still flexible enough to incorporate most of the existing powerful methods of machine...
This book is about conformal prediction, an approach to prediction that originated in machine learning in the late 1990s. The main feature of conforma...
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cena:
653,90 zł |
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Computational Learning and Probabilistic Reasoning
ISBN: 9780471962793 / Angielski / Twarda / 1996 / 338 str. Termin realizacji zamówienia: ok. 22 dni roboczych. This book is devoted to two interrelated techniques used in solving some important problems in machine intelligence and pattern recognition, namely probabilistic reasoning and computational learning. It is divided into four parts, the first of which describes several new inductive principles and techniques used in computational learning. The second part contains papers on Bayesian and Causal Belief networks. Part three includes chapters on case studies and descriptions of several hybrid systems and the final part describes some related theoretical work in the field of probabilistic...
This book is devoted to two interrelated techniques used in solving some important problems in machine intelligence and pattern recognition, namely pr...
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cena:
1482,23 zł |
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Algorithmic Learning in a Random World
ISBN: 9780387001524 / Angielski / Twarda / 2005 / 324 str. Termin realizacji zamówienia: ok. 20 dni roboczych. Algorithmic Learning in a Random World describes recent theoretical and experimental developments in building computable approximations to Kolmogorov's algorithmic notion of randomness. Based on these approximations, a new set of machine learning algorithms have been developed that can be used to make predictions and to estimate their confidence and credibility in high-dimensional spaces under the usual assumption that the data are independent and identically distributed (assumption of randomness). Another aim of this unique monograph is to outline some limits of predictions:...
Algorithmic Learning in a Random World describes recent theoretical and experimental developments in building computable approximatio...
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cena:
653,90 zł |
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