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Mining Heterogeneous Information Networks: Principles and Methodologies, Yizhou Sun, Jiawei Han


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Автор: Yizhou Sun, Jiawei Han
Название:  Mining Heterogeneous Information Networks: Principles and Methodologies
ISBN: 9781608458806
Издательство: Mare Nostrum (Eurospan)
Классификация:

ISBN-10: 1608458806
Обложка/Формат: Paperback
Страницы: 126
Вес: 0.30 кг.
Дата издания: 30.07.2012
Серия: Synthesis lectures on data mining and knowledge discovery
Язык: English
Иллюстрации: Illustrations, black and white
Размер: 233 x 190 x 8
Читательская аудитория: General (us: trade)
Ключевые слова: Data mining
Подзаголовок: Principles and methodologies
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Поставляется из: Англии
Описание: Investigates the principles and methodologies of mining heterogeneous information networks. Departing from many existing network models that view interconnected data as homogeneous graphs or networks, the semi-structured heterogeneous information network model leverages the rich semantics of typed nodes and links in a network and uncovers surprisingly rich knowledge from the network.

Автор: Lemahieu Wilfried
Название: Principles of Database Management
ISBN: 1107186129 ISBN-13(EAN): 9781107186125
Издательство: Cambridge Academ
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Цена: 65470.00 T
Наличие на складе: Есть
Описание: A theory-practice focused text that teaches fundamentals of database management, design, modeling, Big Data, analytics, and more. Real-world examples, query walkthroughs, illustrations and case studies, make this perfect for introductory courses for advanced undergraduates or graduate students in information systems or computer science.

Heterogeneous Information Exchange and Organizational Hubs

Автор: H. Bestougeff; J.E. Dubois; B. Thuraisingham
Название: Heterogeneous Information Exchange and Organizational Hubs
ISBN: 9048160308 ISBN-13(EAN): 9789048160303
Издательство: Springer
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Цена: 130430.00 T
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Описание: Helene Bestougeff, Universite de Marne Ia Vallee, France Jacques-Emile Dubois, Universite Paris VII-Denis Diderot, France Bhavani Thuraisingham, MITRE Corporation, USA The last fifty years promoted the conceptual trio: Knowledge, Information and Data (KID) to the center of our present scientific technological and human activities.

Parsing with Principles and Classes of Information

Автор: Paola Merlo
Название: Parsing with Principles and Classes of Information
ISBN: 9401072655 ISBN-13(EAN): 9789401072656
Издательство: Springer
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Цена: 130390.00 T
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Описание: Students of linguistics, parsing and psycholinguistics will find this book a useful resource on issues related to the implementation of current linguistic theories, using computational and cognitive plausible algorithms.

Principles and Theory for Data Mining and Machine Learning

Автор: Clarke
Название: Principles and Theory for Data Mining and Machine Learning
ISBN: 0387981349 ISBN-13(EAN): 9780387981345
Издательство: Springer
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Цена: 186330.00 T
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Описание: Extensive treatment of the most up-to-date topicsProvides the theory and concepts behind popular and emerging methodsRange of topics drawn from Statistics, Computer Science, and Electrical Engineering

Big Data: Concepts, Methodologies, Tools, and Applications

Автор: Information Resources Management Association
Название: Big Data: Concepts, Methodologies, Tools, and Applications
ISBN: 1466698403 ISBN-13(EAN): 9781466698406
Издательство: Mare Nostrum (Eurospan)
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Цена: 2166780.00 T
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Описание: This is a multi-volume compendium of research-based perspectives and solutions within the realm of large-scale and complex data sets. Taking a multidisciplinary approach, this publication presents exhaustive coverage of crucial topics in the field of big data including diverse applications, storage solutions, analysis techniques, and methods for searching and transferring large data sets.

Enhancing Academic Research With Knowledge Management Principles

Автор: Dhananjay Subhashchandra Deshpande, Narayan Bhosale, Rajesh Jagannathrao Londhe
Название: Enhancing Academic Research With Knowledge Management Principles
ISBN: 1522524894 ISBN-13(EAN): 9781522524892
Издательство: Mare Nostrum (Eurospan)
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Цена: 194040.00 T
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Описание: "This book focuses on the Knowledge Management principles in academic research. This will work on development of theoretical frameworks for knowledge Management and building trust in sharing knowledge within the research community for the benefit of the society. It covers topics such as knowledge exchange networks, social media, linked data, and cloud computing"--

Individual and Collective Graph Mining: Principles, Algorithms, and Applications

Автор: Danai Koutra, Christos Faloutsos
Название: Individual and Collective Graph Mining: Principles, Algorithms, and Applications
ISBN: 1681732475 ISBN-13(EAN): 9781681732473
Издательство: Mare Nostrum (Eurospan)
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Цена: 108110.00 T
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Описание: Presents scalable, principled discovery algorithms that combine globality with locality to make sense of one or more graphs. In addition to fast algorithmic methodologies, the book also contribute graph-theoretical ideas and models, and real-world applications in two main areas - Individual Graph Mining and Collective Graph Mining.

Intelligent Systems: Concepts, Methodologies, Tools, and Applications

Название: Intelligent Systems: Concepts, Methodologies, Tools, and Applications
ISBN: 1522556435 ISBN-13(EAN): 9781522556435
Издательство: Mare Nostrum (Eurospan)
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Цена: 2402400.00 T
Наличие на складе: Невозможна поставка.
Описание: Presents a compendium of the latest academic material on the latest breakthroughs and recent progress in intelligent systems. Including innovative studies on information retrieval, artificial intelligence, and software engineering, this book is a resource for researchers, professionals, academics, upper-level students, and practitioners interested in emerging perspectives in the field.

Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications

Автор: Information Resources Management Association
Название: Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications
ISBN: 1522507884 ISBN-13(EAN): 9781522507888
Издательство: Mare Nostrum (Eurospan)
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Цена: 2112270.00 T
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Описание: Takes an interdisciplinary approach to the topic of natural computing, including emerging technologies being developed for the purpose of simulating natural phenomena, applications across industries, and the future outlook of biologically and nature-inspired technologies. Emphasizing critical research, this publication is designed for use by IT professionals, researchers, and graduate students.

Heterogeneous Information Network Analysis and Applications

Автор: Chuan Shi; Philip S. Yu
Название: Heterogeneous Information Network Analysis and Applications
ISBN: 3319562118 ISBN-13(EAN): 9783319562117
Издательство: Springer
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Цена: 111790.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This information will help researchers to understand how to analyze networked data with heterogeneous information networks.

Principles Of Quantum Artificial Intelligence

Автор: Wichert Andreas
Название: Principles Of Quantum Artificial Intelligence
ISBN: 9814566748 ISBN-13(EAN): 9789814566742
Издательство: World Scientific Publishing
Цена: 85530.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In this book, we introduce quantum computation and its application to AI. We highlight problem solving and knowledge representation framework. Based on information theory, we cover two main principles of quantum computation - Quantum Fourier transform and Grover search. Then, we indicate how these two principles can be applied to problem solving and finally present a general model of a quantum computer that is based on production systems.

Principles of Neural Information Processing

Автор: Werner v. Seelen; Konstantin Behrend
Название: Principles of Neural Information Processing
ISBN: 3319201123 ISBN-13(EAN): 9783319201122
Издательство: Springer
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Цена: 95770.00 T
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Описание:

In this fundamental book the authors devise a framework that describes the working of the brain as a whole. It presents a comprehensive introduction to the principles of Neural Information Processing as well as recent and authoritative research. The books guiding principles are the main purpose of neural activity, namely, to organize behavior to ensure survival, as well as the understanding of the evolutionary genesis of the brain. Among the developed principles and strategies belong self-organization of neural systems, flexibility, the active interpretation of the world by means of construction and prediction as well as their embedding into the world, all of which form the framework of the presented description. Since, in brains, their partial self-organization, the lifelong adaptation and their use of various methods of processing incoming information are all interconnected, the authors have chosen not only neurobiology and evolution theory as a basis for the elaboration of such a framework but also systems and signal theory.

The most important message of the book and authors is: brains are evolved as a whole and a description of parts although necessary lets one miss the wood for the trees.



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