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totalt 11 träffar
Graph Neural Networks: Foundations, Frontiers, and Applications
Deep Learning models are at the core of artificial intelligence research today. It is well known that deep learning techniques are disruptive for Euclidean data, such as images or …
Research on Poverty Reduction in China
This book identifies “development-oriented poverty reduction” as a crucial part of what is now often billed as China’s unique development path, experience and model. China’s …
Multiview Machine Learning
This book provides a unique, in-depth discussion of multiview learning, one of the fastest developing branches in machine learning. Multiview Learning has been proved to have good …
Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms
This book introduces selected recent findings on the analysis and control of dynamical behaviors for coupled reaction-diffusion neural networks. It presents novel research ideas …
Analysis and Control of Output Synchronization for Complex Dynamical Networks
This book introduces recent results on output synchronization of complex dynamical networks with single and multiple weights. It discusses novel research ideas and a number of …
Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms
This book introduces selected recent findings on the analysis and control of dynamical behaviors for coupled reaction-diffusion neural networks. It presents novel research ideas …
Collaborative Innovation Mechanism of GBA in China
This book aims to explore the development model of Great Bay Area (GBA) of China as economic engine under the context of open policy. Based on comprehensive research, both …
Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience
This book summarizes the application of soft computing techniques, machine learning approaches, deep learning algorithms and optimization techniques in geoengineering including …
Analysis and Control of Output Synchronization for Complex Dynamical Networks
This book introduces recent results on output synchronization of complex dynamical networks with single and multiple weights. It discusses novel research ideas and a number of …
Context-Aware Collaborative Prediction
This book presents two collaborative prediction approaches based on contextual representation and hierarchical representation, and their applications including context-aware …
Passivity of Complex Dynamical Networks
This book intends to introduce some recent results on passivity of complex dynamical networks with single weight and multiple weights. The book collects novel research ideas and …