Data-Driven Farming, 

Автор: Trevor Hastie; Robert Tibshirani; Jerome Friedman
Название: The Elements of Statistical Learning
ISBN: 0387848576 ISBN-13(EAN): 9780387848570
Издательство: Springer
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Цена: 69870.00 T
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Описание: This major new edition features many topics not covered in the original, including graphical models, random forests, and ensemble methods. As before, it covers the conceptual framework for statistical data in our rapidly expanding computerized world.

Автор: Brunton, Steven L. (university Of Washington) Kutz
Название: Data-driven science and engineering
ISBN: 1009098489 ISBN-13(EAN): 9781009098489
Издательство: Cambridge Academ
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Цена: 52790.00 T
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Описание: Data-driven discovery is revolutionizing how we model, predict, and control complex systems. This text integrates emerging machine learning and data science methods for engineering and science communities. Now with Python and MATLAB (R), new chapters on reinforcement learning and physics-informed machine learning, and supplementary videos and code.

Автор: Tanwar
Название: Blockchain Technology
ISBN: 9811914877 ISBN-13(EAN): 9789811914874
Издательство: Springer
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Цена: 74530.00 T
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Описание: Blockchain is an emerging technology platform for developing decentralized applications and data storage, over and beyond its role as the technology underlying the cryptocurrencies.

Автор: Parikshit Narendra Mahalle , Nancy Ambritta P. , S
Название: Foundations of Mathematical Modelling for Engineering Problem Solving
ISBN: 9811988277 ISBN-13(EAN): 9789811988271
Издательство: Springer
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Цена: 139750.00 T
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Описание: This book aims at improving the mathematical modelling skills of users by enhancing the ability to understand, connect, apply and use the mathematical concepts to the problem at hand. This book provides the readers with an in-depth knowledge of the various categories/classes of research problems that professionals, researchers and students might encounter following which the applications of appropriate mathematical models is explained with the help of case studies. The book is targeted at academicians, researchers, students and professionals who belong to all engineering disciplines.

Автор: Banihashemi, Saeed,
Название: Data-driven BIM for energy efficient building design /
ISBN: 1032073489 ISBN-13(EAN): 9781032073484
Издательство: Taylor&Francis
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Цена: 153120.00 T
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Описание: This book presents a research-led approach to identifying the massive opportunities that BIM and AI offer to sustainable design and strategies.

Автор: Hausser
Название: Ontology of Communication
ISBN: 3031227387 ISBN-13(EAN): 9783031227387
Издательство: Springer
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Цена: 149060.00 T
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Описание: The book gives a comprehensive discussion of Database Semantics (DBS) as an agent-based data-driven theory of how natural language communication essentially works. In language communication, agents switch between speak mode, driven by cognition-internal content (input) resulting in cognition-external raw data (e.g. sound waves or pixels, which have no meaning or grammatical properties but can be measured by natural science), and hear mode, driven by the raw data produced by the speaker resulting in cognition-internal content. The motivation is to compare two approaches for an ontology of communication: agent-based data-driven vs. sign-based substitution-driven. Agent-based means: design of a cognitive agent with (i) an interface component for converting raw data into cognitive content (recognition) and converting cognitive content into raw data (action), (ii) an on-board, content-addressable memory (database) for the storage and content retrieval, (iii) separate treatments of the speak and the hear mode. Data-driven means: (a) mapping a cognitive content as input to the speak-mode into a language-dependent surface as output, (b) mapping a surface as input to the hear-mode into a cognitive content as output. Oppositely, sign-based means: no distinction between speak and hear mode, whereas substitution-driven means: using a single start symbol as input for generating infinitely many outputs, based on substitutions by rewrite rules. Collecting recent research of the author, this beautiful, novel and original exposition begins with an introduction to DBS, makes a linguistic detour on subject/predicate gapping and slot-filler repetition, and moves on to discuss computational pragmatics, inference and cognition, grammatical disambiguation and other related topics. The book is mostly addressed to experts working in the field of computational linguistics, as well as to enthusiasts interested in the history and early development of this subject, starting with the pre-computational foundations of theoretical computer science and symbolic logic in the 30s.

Автор: Naser
Название: Machine Learning for Civil and Environmental Engineers
ISBN: 1119897602 ISBN-13(EAN): 9781119897606
Издательство: Wiley
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Цена: 68640.00 T
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Название: Data-Driven Farming
ISBN: 1032618922 ISBN-13(EAN): 9781032618920
Издательство: Taylor&Francis
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Цена: 168430.00 T
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Автор: Steven X. Ding
Название: Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems
ISBN: 1447164091 ISBN-13(EAN): 9781447164098
Издательство: Springer
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Цена: 149060.00 T
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Описание: Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems presents basic statistical process monitoring, fault diagnosis, and control methods and introduces advanced data-driven schemes for the design of fault diagnosis and fault-tolerant control systems catering to the needs of dynamic industrial processes.

Автор: Dimitar Trajanov; Verica Bakeva
Название: ICT Innovations 2017
ISBN: 3319675966 ISBN-13(EAN): 9783319675961
Издательство: Springer
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Цена: 60550.00 T
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Описание: This book constitutes the refereed proceedings of the 9th International Conference on Data-Driven Innovation, ICT Innovations 2017, held in Skopje, Macedonia, in September 2017.

The 26 full papers presented were carefully reviewed and selected from 90 submissions. They cover the following topics: big data analytics, cloud computing, data mining, digital signal processing, e-health, embedded systems, emerging mobile technologies, multimedia, Internet of Things (IoT), machine learning, software engineering, security and cryptography, coding theory, wearable technologies, wireless communication, and sensor networks.

Автор: Chao Shang
Название: Dynamic Modeling of Complex Industrial Processes: Data-driven Methods and Application Research
ISBN: 9811066760 ISBN-13(EAN): 9789811066764
Издательство: Springer
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Цена: 121110.00 T
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Описание: Introduction.- Concurrent monitoring of steady state and process dynamics with SFA.- Online monitoring and diagnosis of control performance with SFA and contribution plots.- Recursive SFA algorithm and adaptive monitoring system design.- Probabilistic SFR model and its applications in dynamic quality prediction.- Improved DPLS model with temporal smoothness and its applications in dynamic quality prediction.- Nonlinear and dynamic soft sensing model based on Bayesian framework.- Summary and open problems.

Автор: ?lise Lavou?; Hendrik Drachsler; Katrien Verbert;
Название: Data Driven Approaches in Digital Education
ISBN: 3319666096 ISBN-13(EAN): 9783319666099
Издательство: Springer
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Цена: 83850.00 T
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Описание: This book constitutes the proceedings of the 12th European Conference on Technology Enhanced Learning, EC-TEL 2017, held in Tallinn, Estonia, in September 2017.
The 24 full papers, 23 short papers, 6 demo papers, and 22 poster papers presented in this volume were carefully reviewed and selected from 141 submissions.
The theme for the 12th EC-TEL conference on Data Driven Approaches in Digital Education' aims to explore the multidisciplinary approaches thateectively illustrate how data-driven education combined with digital education systems can look like and what are the empirical evidences for the use of datadriven tools in educational practices.