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Global Action Networks

Global Action Networks
Author: Steve Waddell
Publisher: Springer
Total Pages: 214
Release: 2010-12-08
Genre: Business & Economics
ISBN: 0230300464

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The world's governments are overwhelmed with climate change, war and unrest, the global financial crisis and poverty but there is a promising invention in Global Action Networks (GANs). GANs mobilize resources, bridge divides and promote the long-term deep change and innovation work that is needed to address the global challenges.


Networks and Organizations

Networks and Organizations
Author: Nitin Nohria
Publisher: Harvard Business Review Press
Total Pages: 576
Release: 1992
Genre: Business & Economics
ISBN:

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Networks & Organizations debunks the myth that we are in the midst of an unprecedented era of change & refocuses attention on the timeless problem of management--mobilizing individual & collective action. The authors take a fresh look at what actually happens in organizations & reveal how rhetoric & the search for identity--not structure, systems, & strategies that characterize the design perspective of organizations--are the real motivators of action in organizations. They then offer an alternative view in which robust action (not equilibrium), fit, & alignment should serve as a positive guide for managerial action.


GANs in Action

GANs in Action
Author: Vladimir Bok
Publisher: Simon and Schuster
Total Pages: 367
Release: 2019-09-09
Genre: Computers
ISBN: 1638354235

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Deep learning systems have gotten really great at identifying patterns in text, images, and video. But applications that create realistic images, natural sentences and paragraphs, or native-quality translations have proven elusive. Generative Adversarial Networks, or GANs, offer a promising solution to these challenges by pairing two competing neural networks' one that generates content and the other that rejects samples that are of poor quality. GANs in Action: Deep learning with Generative Adversarial Networks teaches you how to build and train your own generative adversarial networks. First, you'll get an introduction to generative modelling and how GANs work, along with an overview of their potential uses. Then, you'll start building your own simple adversarial system, as you explore the foundation of GAN architecture: the generator and discriminator networks. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.


The Oxford Handbook of Social Networks

The Oxford Handbook of Social Networks
Author: Ryan Light
Publisher: Oxford University Press, USA
Total Pages: 697
Release: 2020-12-04
Genre: Social Science
ISBN: 019025176X

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"Social networks fundamentally shape our lives. Networks channel the ways that information, emotions, and diseases flow through populations. Networks reflect differences in power and status in settings ranging from small peer groups to international relations across the globe. Network tools even provide insights into the ways that concepts, ideas and other socially generated contents shape culture and meaning. As such, the rich and diverse field of social network analysis has emerged as a central tool across the social sciences. This Handbook provides an overview of the theory, methods, and substantive contributions of this field. The thirty-three chapters move through the basics of social network analysis aimed at those seeking an introduction to advanced and novel approaches to modeling social networks statistically. The Handbook includes chapters on data collection and visualization, theoretical innovations, links between networks and computational social science, and how social network analysis has contributed substantively across numerous fields. As networks are everywhere in social life, the field is inherently interdisciplinary and this Handbook includes contributions from leading scholars in sociology, archaeology, economics, statistics, and information science among others"--


Personal Networks

Personal Networks
Author: Bernice Pescosolido
Publisher: Cambridge University Press
Total Pages: 769
Release: 2021-09-16
Genre: Business & Economics
ISBN: 1108839975

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Combines classic and cutting-edge scholarship on personal social networks. A must-have resource for both newcomers and seasoned experts.


Networks in Action

Networks in Action
Author: David Batten
Publisher: Springer Science & Business Media
Total Pages: 335
Release: 2012-12-06
Genre: Business & Economics
ISBN: 3642578438

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fifteen countries in Scandinavia, Europe, Asia, Australia, and U.S.A. All of them came to Stockholm primarily because they recognize the growing im portance of networks as complex systems, and their home institutions do not offer any systematic lectures on this topic. The Networks Course was originally initiated jointly by the Summer University of Southern Stockholm Foundation and the County Council of Stockholm, the Swedish Aviation Administration, the Swedish National Road Administration, the Swedish Post, the Swedish State Railways, and Telia AB. They have all served as joint sponsors and hosts for the Course. In the year 1993 the Course also was sponsored by the Swedish Transport and Communications Research Board. All these organizations have supported the publication of a series of key lectures from the Course, to be released as a single volume entitled Networks in Action. It is the ambition of the Foundation to create continuity in its activities for the future. The board has proposed to its principals to take a decision in this direction. It is my expectation that this will be the case for the Networks Course from 1995. This book will then serve as a basic reference for use in an era when the topic of Communication-Networks will be included on a permanent basis in the Summer University's agenda.


Graph Neural Networks in Action

Graph Neural Networks in Action
Author: Keita Broadwater
Publisher: Manning
Total Pages: 0
Release: 2023-03-28
Genre: Computers
ISBN: 9781617299056

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A hands-on guide to powerful graph-based deep learning models! Learn how to build cutting-edge graph neural networks for recommendation engines, molecular modeling, and more. Graph Neural Networks in Action teaches you to create powerful deep learning models for working with graph data. You’ll learn how to both design and train your models, and how to develop them into practical applications you can deploy to production. In Graph Neural Networks in Action you’ll create deep learning models that are perfect for working with interconnected graph data. Start with a comprehensive introduction to graph data’s unique properties. Then, dive straight into building real-world models, including GNNs that can generate node embeddings from a social network, recommend eCommerce products, and draw insights from social sites. This comprehensive guide contains coverage of the essential GNN libraries, including PyTorch Geometric, DeepGraph Library, and Alibaba’s GraphScope for training at scale. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.


Artificial Neural Networks and Machine Learning – ICANN 2023

Artificial Neural Networks and Machine Learning – ICANN 2023
Author: Lazaros Iliadis
Publisher: Springer Nature
Total Pages: 621
Release: 2023-09-21
Genre: Computers
ISBN: 3031442237

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The 10-volume set LNCS 14254-14263 constitutes the proceedings of the 32nd International Conference on Artificial Neural Networks and Machine Learning, ICANN 2023, which took place in Heraklion, Crete, Greece, during September 26–29, 2023. The 426 full papers, 9 short papers and 9 abstract papers included in these proceedings were carefully reviewed and selected from 947 submissions. ICANN is a dual-track conference, featuring tracks in brain inspired computing on the one hand, and machine learning on the other, with strong cross-disciplinary interactions and applications.


Neural Networks for Control

Neural Networks for Control
Author: W. Thomas Miller
Publisher: MIT Press
Total Pages: 548
Release: 1995
Genre: Computers
ISBN: 9780262631617

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Neural Networks for Control brings together examples of all the most important paradigms for the application of neural networks to robotics and control. Primarily concerned with engineering problems and approaches to their solution through neurocomputing systems, the book is divided into three sections: general principles, motion control, and applications domains (with evaluations of the possible applications by experts in the applications areas.) Special emphasis is placed on designs based on optimization or reinforcement, which will become increasingly important as researchers address more complex engineering challenges or real biological-control problems.A Bradford Book. Neural Network Modeling and Connectionism series


Advances in Neural Networks -- ISNN 2011

Advances in Neural Networks -- ISNN 2011
Author: Derong Liu
Publisher: Springer
Total Pages: 661
Release: 2011-05-20
Genre: Computers
ISBN: 3642211119

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The three-volume set LNCS 6675, 6676 and 6677 constitutes the refereed proceedings of the 8th International Symposium on Neural Networks, ISNN 2011, held in Guilin, China, in May/June 2011. The total of 215 papers presented in all three volumes were carefully reviewed and selected from 651 submissions. The contributions are structured in topical sections on computational neuroscience and cognitive science; neurodynamics and complex systems; stability and convergence analysis; neural network models; supervised learning and unsupervised learning; kernel methods and support vector machines; mixture models and clustering; visual perception and pattern recognition; motion, tracking and object recognition; natural scene analysis and speech recognition; neuromorphic hardware, fuzzy neural networks and robotics; multi-agent systems and adaptive dynamic programming; reinforcement learning and decision making; action and motor control; adaptive and hybrid intelligent systems; neuroinformatics and bioinformatics; information retrieval; data mining and knowledge discovery; and natural language processing.