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Machine Learning Approaches for Urban Computing, Bandyopadhyay Mainak, Rout Minakhi, Chandra Satapathy Suresh


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Цена: 22359.00р.
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При оформлении заказа до: 2025-07-28
Ориентировочная дата поставки: Август-начало Сентября
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Автор: Bandyopadhyay Mainak, Rout Minakhi, Chandra Satapathy Suresh
Название:  Machine Learning Approaches for Urban Computing
Перевод названия: Майнак Бандёпадхяй, Минакхи Раут, Суреш Чандра Сатапати: Подходы к машинному обучению для городских
ISBN: 9789811609343
Издательство: Springer
Классификация:
ISBN-10: 9811609349
Обложка/Формат: Hardcover
Страницы: 208
Вес: 0.49 кг.
Дата издания: 03.06.2021
Язык: English
Размер: 23.39 x 15.60 x 1.42 cm
Ссылка на Издательство: Link
Поставляется из: Германии
Описание: This book discusses various machine learning applications and models, developed using heterogeneous data, which helps in a comprehensive prediction, optimization, association analysis, cluster analysis and classification-related applications for various activities in urban area.


Approaches and Methods in Language Teaching

Автор: Richards Jack C.
Название: Approaches and Methods in Language Teaching
ISBN: 1107675960 ISBN-13(EAN): 9781107675964
Издательство: Cambridge University Press
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Цена: 8853.00 р.
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Описание: An extensively revised and updated edition of this popular and accessible text.

Pattern Recognition and Machine Learning

Автор: Christopher M. Bishop
Название: Pattern Recognition and Machine Learning
ISBN: 0387310738 ISBN-13(EAN): 9780387310732
Издательство: Springer
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Цена: 11878.00 р.
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Описание: Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.

Dreams Come to Life (Bendy and the Ink Machine, Book 1)

Автор: Kress Adrienne
Название: Dreams Come to Life (Bendy and the Ink Machine, Book 1)
ISBN: 1338343947 ISBN-13(EAN): 9781338343946
Издательство: Scholastic
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Цена: 1527.00 р.
Наличие на складе: Нет в наличии.

Описание: The official spine-tingling prequel novel based on the hit horrorvideo game, Bendy and the Ink Machine!

Joey Drew Studios Employee Handbook (Bendy and the Ink Machine)

Автор: Scholastic
Название: Joey Drew Studios Employee Handbook (Bendy and the Ink Machine)
ISBN: 1338343920 ISBN-13(EAN): 9781338343922
Издательство: Scholastic
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Цена: 1762.00 р.
Наличие на складе: Нет в наличии.

Описание: Bendy and the Ink Machine is a horror game that begins in the fardays of animation`s past and ends in a very dark future. Explorethe world with this creepy in-world handbook!

Research Design: Qualitative, Quantitative, and Mixed Methods Approaches, 5 ed.

Автор: Creswell, John W. Creswell, J. David
Название: Research Design: Qualitative, Quantitative, and Mixed Methods Approaches, 5 ed.
ISBN: 1506386768 ISBN-13(EAN): 9781506386768
Издательство: Sage Publications
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Цена: 17519.00 р.
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Описание: The bestseller that pioneered the comparison of qualitative, quantitative, and mixed methods research design continues in its Fifth Edition to help students and researchers prepare their plan or proposal for a scholarly journal article, dissertation or thesis.

Handwriting Recognition / Soft Computing and Probabilistic Approaches

Автор: Liu Zhi-Qiang, Cai Jin-Hai, Buse Richard
Название: Handwriting Recognition / Soft Computing and Probabilistic Approaches
ISBN: 3540401776 ISBN-13(EAN): 9783540401773
Издательство: Springer
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Цена: 9782.00 р. 13974.00 -30%
Наличие на складе: Есть (1 шт.)
Описание: This book takes a fresh look at the problem of unconstrained handwriting recognition and introduces the reader to new techniques for the recognition of written words and characters using statistical and soft computing approaches. The types of uncertainties and variations present in handwriting data are discussed in detail. The book presents several algorithms that use modified hidden Markov models and Markov random field models to simulate the handwriting data statistically and structurally in a single framework. The book explores methods that use fuzzy logic and fuzzy sets for handwriting recognition. The effectiveness of these techniques is demonstrated through extensive experimental results and real handwritten characters and words.

Introduction to Machine Learning with Python

Автор: Guido Sarah
Название: Introduction to Machine Learning with Python
ISBN: 1449369413 ISBN-13(EAN): 9781449369415
Издательство: Wiley
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Цена: 9502.00 р.
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Описание: Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions.

Computer Age Statistical Inference

Автор: Bradley Efron and Trevor Hastie
Название: Computer Age Statistical Inference
ISBN: 1107149894 ISBN-13(EAN): 9781107149892
Издательство: Cambridge Academ
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Цена: 9029.00 р.
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Описание: The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating journey through the revolution in data analysis following the introduction of electronic computation in the 1950s. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. The book ends with speculation on the future direction of statistics and data science.

Introduction to International Development Approaches, Actors, Issues, and Practice Third Edition

Автор: Haslam, Paul; Shafer, Jessica; Beaudet, Pierre
Название: Introduction to International Development Approaches, Actors, Issues, and Practice Third Edition
ISBN: 0199018901 ISBN-13(EAN): 9780199018901
Издательство: Oxford Academ
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Цена: 10928.00 р.
Наличие на складе: Поставка под заказ.

Описание: Introduction to International Development integrates the work of leading experts from various disciplines to provide foundational overviews as well as in-depth coverage of issues at the heart of today`s most pressing international debates.

Machine Learning and Cognitive Computing for Mobile Communications and Wireless Networks

Автор: Krishna Kant Singh, Akansha Singh, Korhan Cengiz,
Название: Machine Learning and Cognitive Computing for Mobile Communications and Wireless Networks
ISBN: 1119640369 ISBN-13(EAN): 9781119640363
Издательство: Wiley
Рейтинг:
Цена: 25178.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Communication and network technology has witnessed recent rapid development and numerous information services and applications have been developed globally. These technologies have high impact on society and the way people are leading their lives. The advancement in technology has undoubtedly improved the quality of service and user experience yet a lot needs to be still done. Some areas that still need improvement include seamless wide-area coverage, high-capacity hot-spots, low-power massive-connections, low-latency and high-reliability and so on. Thus, it is highly desirable to develop smart technologies for communication to improve the overall services and management of wireless communication. Machine learning and cognitive computing have converged to give some groundbreaking solutions for smart machines. With these two technologies coming together, the machines can acquire the ability to reason similar to the human brain. The research area of machine learning and cognitive computing cover many fields like psychology, biology, signal processing, physics, information theory, mathematics, and statistics that can be used effectively for topology management. Therefore, the utilization of machine learning techniques like data analytics and cognitive power will lead to better performance of communication and wireless systems.

Approaches to Videogame Discourse: Lexis, Interaction, Textuality

Автор: Astrid Ensslin, Isabel Balteiro
Название: Approaches to Videogame Discourse: Lexis, Interaction, Textuality
ISBN: 1501338455 ISBN-13(EAN): 9781501338458
Издательство: Bloomsbury Academic
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Цена: 19008.00 р.
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Описание:

The first significant collection of research in videogame linguistics, Approaches to Videogame Discourse features an international array of scholars in linguistics and communication studies exploring lexis, interaction and textuality in digital games.

In the first section, "Lexicology, Localisation and Variation," chapters cover productive processes surrounding gamer slang (ludolects), creativity and borrowing across languages, as well as industry-, genre-, game- and player-specific issues relating to localization, legal jargon and slang. "Player Interactions" moves on to examine communicative patterns between videogame players, focusing in particular on (un)collaborative language, functions and negotiations of impoliteness and issues of power in player discourse. In the final section, "Beyond the 'Text'," scholars grapple with issues of multimodality, paratextuality and transmediality in videogames in order to develop and enrich multimodal theory, drawing on key concepts from ludonarratology, language ideology, immersion and transmedia studies.

With implications for meaningful game design and communication theory, Approaches to Videogame Discourse examines in detail how video games function as means and objects of communication; how they give rise to new vocabularies, textual genres and discourse practices; and how they serve as rich vehicles of ideological signification and social engagement.

Data Mining. Practical Machine Learning Tools and Techniques, 4 ed.

Автор: Witten, Ian H.
Название: Data Mining. Practical Machine Learning Tools and Techniques, 4 ed.
ISBN: 0128042915 ISBN-13(EAN): 9780128042915
Издательство: Elsevier Science
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Цена: 9262.00 р.
Наличие на складе: Поставка под заказ.

Описание:

Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches.

Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research.

Please visit the book companion website at https: //www.cs.waikato.ac.nz/ ml/weka/book.html.

It contains

  • Powerpoint slides for Chapters 1-12. This is a very comprehensive teaching resource, with many PPT slides covering each chapter of the book
  • Online Appendix on the Weka workbench; again a very comprehensive learning aid for the open source software that goes with the book
  • Table of contents, highlighting the many new sections in the 4th edition, along with reviews of the 1st edition, errata, etc.

  • Provides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projects
  • Presents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods
  • Includes a downloadable WEKA software toolkit, a comprehensive collection of machine learning algorithms for data mining tasks-in an easy-to-use interactive interface
  • Includes open-access online courses that introduce practical applications of the material in the book

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