Complex Networks & Their Applications V: Proceedings of the 5th International Workshop on Complex Networks and Their Applications (Complex Networks 20, Cherifi Hocine, Gaito Sabrina, Quattrociocchi Walter
Автор: Hocine Cherifi; Sabrina Gaito; Jos? Fernendo Mende Название: Complex Networks and Their Applications VIII ISBN: 3030366820 ISBN-13(EAN): 9783030366827 Издательство: Springer Рейтинг: Цена: 186330.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students, and practitioners a unique update on the latest advances in theory and a multitude of applications.
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.
Get a head start in the world of AI and deep learning by developing your skills with PyTorch
Key Features
Learn how to define your own network architecture in deep learning
Implement helpful methods to create and train a model using PyTorch syntax
Discover how intelligent applications using features like image recognition and speech recognition really process your data
Book Description
Want to get to grips with one of the most popular machine learning libraries for deep learning? The Deep Learning with PyTorch Workshop will help you do just that, jumpstarting your knowledge of using PyTorch for deep learning even if you're starting from scratch.
It's no surprise that deep learning's popularity has risen steeply in the past few years, thanks to intelligent applications such as self-driving vehicles, chatbots, and voice-activated assistants that are making our lives easier. This book will take you inside the world of deep learning, where you'll use PyTorch to understand the complexity of neural network architectures.
The Deep Learning with PyTorch Workshop starts with an introduction to deep learning and its applications. You'll explore the syntax of PyTorch and learn how to define a network architecture and train a model. Next, you'll learn about three main neural network architectures - convolutional, artificial, and recurrent - and even solve real-world data problems using these networks. Later chapters will show you how to create a style transfer model to develop a new image from two images, before finally taking you through how RNNs store memory to solve key data issues.
By the end of this book, you'll have mastered the essential concepts, tools, and libraries of PyTorch to develop your own deep neural networks and intelligent apps.
What you will learn
Explore the different applications of deep learning
Understand the PyTorch approach to building neural networks
Create and train your very own perceptron using PyTorch
Solve regression problems using artificial neural networks (ANNs)
Handle computer vision problems with convolutional neural networks (CNNs)
Perform language translation tasks using recurrent neural networks (RNNs)
Who this book is for
This deep learning book is ideal for anyone who wants to create and train deep learning models using PyTorch. A solid understanding of the Python programming language and its packages will help you grasp the topics covered in the book more quickly.
Автор: Cherifi Название: Complex Networks & Their Applications V ISBN: 3319509004 ISBN-13(EAN): 9783319509006 Издательство: Springer Рейтинг: Цена: 307450.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book highlights cutting-edge research in the field of network science, offering scientists, researchers and graduate students a unique opportunity to catch up on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the fifth International Workshop on Complex Networks & their Applications (COMPLEX NETWORKS 2016), which took place in Milan during the last week of November 2016. The carefully selected papers are divided into 11 sections reflecting the diversity and richness of research areas in the field. More specifically, the following topics are covered: Network models; Network measures; Community structure; Network dynamics; Diffusion, epidemics and spreading processes; Resilience and control; Network visualization; Social and political networks; Networks in finance and economics; Biological and ecological networks; and Network analysis.
Автор: Chantal Cherifi; Hocine Cherifi; M?rton Karsai; Mi Название: Complex Networks & Their Applications VI ISBN: 3319891499 ISBN-13(EAN): 9783319891491 Издательство: Springer Рейтинг: Цена: 279500.00 T Наличие на складе: Поставка под заказ. Описание: This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the VI International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2017), which took place in Lyon on November 29 – December 1, 2017. The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure, network dynamics; diffusion, epidemics and spreading processes; resilience and control as well as all the main network applications, including social and political networks; networks in finance and economics; biological and ecological networks and technological networks.
Автор: Luca Maria Aiello; Chantal Cherifi; Hocine Cherifi Название: Complex Networks and Their Applications VII ISBN: 3030054101 ISBN-13(EAN): 9783030054106 Издательство: Springer Рейтинг: Цена: 204970.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students and practitioners a unique update on the latest advances in theory, together with a wealth of applications. It presents the peer-reviewed proceedings of the VII International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2018), which was held in Cambridge on December 11–13, 2018. The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure and network dynamics; diffusion, epidemics and spreading processes; and resilience and control; as well as all the main network applications, including social and political networks; networks in finance and economics; biological and neuroscience networks; and technological networks.
Автор: Luca Maria Aiello; Chantal Cherifi; Hocine Cherifi Название: Complex Networks and Their Applications VII ISBN: 3030054136 ISBN-13(EAN): 9783030054137 Издательство: Springer Рейтинг: Цена: 232910.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students and practitioners a unique update on the latest advances in theory, together with a wealth of applications. It presents the peer-reviewed proceedings of the VII International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2018), which was held in Cambridge on December 11–13, 2018. The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure and network dynamics; diffusion, epidemics and spreading processes; and resilience and control; as well as all the main network applications, including social and political networks; networks in finance and economics; biological and neuroscience networks; and technological networks.
Автор: Hocine Cherifi; Sabrina Gaito; Jos? Fernendo Mende Название: Complex Networks and Their Applications VIII ISBN: 3030366863 ISBN-13(EAN): 9783030366865 Издательство: Springer Рейтинг: Цена: 186330.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students, and practitioners a unique update on the latest advances in theory and a multitude of applications.
Автор: Цzmen Ayşe Название: Robust Optimization of Spline Models and Complex Regulatory Networks: Theory, Methods and Applications ISBN: 3319808907 ISBN-13(EAN): 9783319808901 Издательство: Springer Рейтинг: Цена: 99780.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book introduces methods of robust optimization in multivariateadaptive regression splines (MARS) and Conic MARS in order to handleuncertainty and non-linearity.
Stretching from the Midwest at midcentury to the Wall Street and Eastern Europe of today, The Corrections brings an old-fashioned world of civic virtue and sexual inhibitions into violent collision with the era of home surveillance, hands-off parenting, do-it-yourself mental health care, and globalized greed. Richly realistic, darkly hilarious, deeply humane, it confirms Jonathan Franzen as one of our most brilliant interpreters of American society and the American soul.
Theory of Complex Networks.- Multilayer Networks.- Controllability of Networks.- Algorithms for Networks.- Community Detection.- Dynamics and Spreading Phenomena on Networks.- Applications of Networks.
Автор: Iliadis Lazaros, Angelov Plamen Parvanov, Jayne Chrisina Название: Proceedings of the 21st Eann (Engineering Applications of Neural Networks) 2020 Conference: Proceedings of the Eann 2020 ISBN: 3030487903 ISBN-13(EAN): 9783030487904 Издательство: Springer Рейтинг: Цена: 186330.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: A compact sequence encoding scheme for online human activity recognition in HRI applications.- Classification of Coseismic Landslides using Fuzzy and Machine Learning Techniques.- Evaluating the Transferability of Personalised Exercise Recognition Models.- Deep Learning-Based Computer Vision Application with Multiple Built-In Data Science-Oriented Capabilities.- Visual Movement Prediction for Stable Grasp Point Detection.- Accomplished level of reliability for seismic structural damage prediction using artificial neural networks.- Efficient Implementation of a Self-Sufficient Solar-Powered Real-Time Deep Learning-Based System.- Leveraging Radar Features to Improve Point Clouds Segmentation with Neural Networks.- LSTM Neural Network for Fine-Granularity Estimation on Baseline Load of Fast Demand Response.- Predicting Permeability Based On Core Analysis.
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