Автор: Strang Gilbert Название: Linear Algebra and Learning from Data ISBN: 0692196382 ISBN-13(EAN): 9780692196380 Издательство: Cambridge Academ Рейтинг: Цена: 66520.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Linear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes Linear Algebra and Learning from Data, the first textbook that teaches linear algebra together with deep learning and neural nets. This readable yet rigorous textbook contains a complete course in the linear algebra and related mathematics that students need to know to get to grips with learning from data. Included are: the four fundamental subspaces, singular value decompositions, special matrices, large matrix computation techniques, compressed sensing, probability and statistics, optimization, the architecture of neural nets, stochastic gradient descent and backpropagation.
Автор: Shalev-Shwartz Название: Understanding Machine Learning ISBN: 1107057132 ISBN-13(EAN): 9781107057135 Издательство: Cambridge Academ Рейтинг: Цена: 74630.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. This book explains the principles behind the automated learning approach and the considerations underlying its usage. The authors explain the `hows` and `whys` of machine-learning algorithms, making the field accessible to both students and practitioners.
Автор: Federico Alvarez; Cristina Costa Название: User Centric Media ISBN: 3642351441 ISBN-13(EAN): 9783642351440 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the thoroughly refereed post-conference proceedings of the Second International Conference, UCMedia 2010, which was held in Palma, Mallorca, Spain, in September 2010, accompanied by the 4th InterMedia Open Forum Workshop (IMOF). The papers are grouped in topical sections on: personalised access to multimedia content;
Автор: Elena Simperl, Roberta Cuel, Martin Stein Название: Incentive-Centric Semantic Web Application Engineering ISBN: 1608459950 ISBN-13(EAN): 9781608459957 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 36030.00 T Наличие на складе: Невозможна поставка. Описание: There are aspects of semantic content authoring in which automatic techniques have proven to perform reliably, and the added value of human intelligence is often a question of cost and timing. The challenge that this book attempts to tackle is how these two approaches could be combined in order to improve the cost-performance ratio of creating, managing, and meaningfully using semantic content.
Автор: Aneta Poniszewska-Mara?da; Natalia Kryvinska; Stan Название: Data-Centric Business and Applications ISBN: 3030347052 ISBN-13(EAN): 9783030347055 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book explores various aspects of software creation and development as well as data and information processing. It covers relevant topics such as business analysis, business rules, requirements engineering, software development processes, software defect prediction, information management systems, and knowledge management solutions.
Автор: James J. (Jong Hyuk) Park; Qun Jin; Martin Sang-so Название: Human Centric Technology and Service in Smart Space ISBN: 9400795599 ISBN-13(EAN): 9789400795594 Издательство: Springer Рейтинг: Цена: 213360.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The theme of HumanCom is focused on the various aspects of human-centric computing for advances in computer science and its applications and provides an opportunity for academic and industry professionals to discuss the latest issues and progress in the area of human-centric computing.
Автор: Saqib Saeed, Yasser A. Bamarouf, T. Ramayah, Zafar Iqbal Название: Design Solutions for User-Centric Information Systems ISBN: 1522519440 ISBN-13(EAN): 9781522519447 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 208830.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Provides a comprehensive examination of the latest strategies and methods for creating technological systems with end users as the focal point of the design process. This publication highlights innovative practices and applications across a variety of areas, such as cloud-based computing services, e-government adoption, and logistics evaluation.
Автор: Natalia Kryvinska; Michal Gregu? Название: Data-Centric Business and Applications ISBN: 3030190684 ISBN-13(EAN): 9783030190682 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book explores various aspects of data engineering and information processing. In this second volume, the authors assess the challenges and opportunities involved in doing business with information. Their contributions on business information processing and management reflect diverse viewpoints – not only technological, but also business and social. As the global marketplace grows more and more complex due to the increasing availability of data, the information business is steadily gaining popularity and has a huge impact on modern society. Thus, there is a growing need for consensus on how business information can be created, accessed, used and managed.
Автор: Ahmed Seffah; Eduard Metzker Название: Adoption-centric Usability Engineering ISBN: 1849967032 ISBN-13(EAN): 9781849967037 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book explores where usability techniques and HCD knowledge should be considered in the existing software development lifecycle. It also offers a systematic approach for the adoption, assessment and deployment of usability engineering methods.
Автор: Kryvinska Название: Data-Centric Business and Applications ISBN: 331994116X ISBN-13(EAN): 9783319941165 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: As such this book explores different aspects of data and information processing, including information generation, representation, structuring, organization, storage, retrieval, navigation, human factors in information systems, and the use of information.
Автор: Zhiyong Du; Bin Jiang; Qihui Wu; Yuhua Xu; Kun Xu Название: Towards User-Centric Intelligent Network Selection in 5G Heterogeneous Wireless Networks ISBN: 9811511195 ISBN-13(EAN): 9789811511196 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book presents reinforcement learning (RL) based solutions for user-centric online network selection optimization. The second part (chapter 4 and 5) focuses on how to meet dynamic user demand in complex and uncertain heterogeneous wireless networks under the framework of markov decision process (MDP).
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