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Buch Cover Advances in Graph Neural Networks

Chuan Shi, Xiao Wang, Cheng Yang
Springer International Publishing
64.19 € · Hardcover

Graph Neural Networks Dynamic Graphs Graph Structure Learning Machine Learning Data Mining Knowledge Discovery Distilling Graph Neural Networks Heterogeneous Graphs Homogeneous Graphs Intelligent Telecommunications

This book provides a comprehensive introduction to the foundations and frontiers of graph neural networks. In addition, the book introduces the basic concepts and definitions in graph representation learning and discusses the development of advanced graph representation learning methods with a focus...

Social Networks Analysis and Mining

Springer International Publishing
87.73 € · Paperback

Deep Graph Representation Learning Dynamic Graphs Community Tracking Radicalization Extremism Social Media Fake Profiles Detection Large Language Models Adversarial Attacks Recommendation Network Social Network Analysis Disinformation Line Graphs Dynamic Graph Clustering Obfuscated Shilling Attack

This LNCS conference 3-volume set constitutes the proceedings of the 17th International Conference on Social Networks Analysis and Mining, ASONAM 2025, in Niagara Falls, ON, Canada, during August 25–28, 2025. The 32 full papers together with 33 short papers included in this volume were carefully r...

Social Networks Analysis and Mining

Springer International Publishing
87.73 € · Paperback

Deep Graph Representation Learning Dynamic Graphs Community Tracking Radicalization Extremism Social Media Fake Profiles Detection Large Language Models Adversarial Attacks Recommendation Network Social Network Analysis Disinformation Line Graphs Dynamic Graph Clustering Obfuscated Shilling Attack

This LNCS conference 3-volume set constitutes the proceedings of the 17th International Conference on Social Networks Analysis and Mining, ASONAM 2025, in Niagara Falls, ON, Canada, during August 25–28, 2025. The 32 full papers together with 33 short papers included in this volume were carefully r...

Advances in Graph Neural Networks

Chuan Shi, Xiao Wang, Cheng Yang
Springer International Publishing
64.19 € · Paperback

Graph Neural Networks Dynamic Graphs Graph Structure Learning Machine Learning Data Mining Knowledge Discovery Distilling Graph Neural Networks Heterogeneous Graphs Homogeneous Graphs Intelligent Telecommunications

This book provides a comprehensive introduction to the foundations and frontiers of graph neural networks. In addition, the book introduces the basic concepts and definitions in graph representation learning and discusses the development of advanced graph representation learning methods with a focus...

Stochastic Epidemic Models with Inference

Springer International Publishing
74.89 € · Paperback

Infectious disease Homogeneous models Two-level mixing models Epidemics on graphs statistics on epidemics models compartment models Basic reproduction number Final size of an epidemic Early stage of an epidemic outbreak Time to extinction Weak convergence Central Limit Theorem Coupling Large deviations SIR model on a configuration model random graph

Focussing on stochastic models for the spread of infectious diseases in a human population, this book is the outcome of a two-week ICPAM/CIMPA school on "Stochastic models of epidemics" which took place in Ziguinchor, Senegal, December 5–16, 2015. The text is divided into four parts, each based on...

Social Networks Analysis and Mining

Springer International Publishing
87.73 € · Paperback

Deep Graph Representation Learning Dynamic Graphs Community Tracking Radicalization Extremism Social Media Fake Profiles Detection Large Language Models Adversarial Attacks Recommendation Network Social Network Analysis Disinformation Line Graphs Dynamic Graph Clustering Obfuscated Shilling Attack

This LNCS conference 3-volume set constitutes the proceedings of the 17th International Conference on Social Networks Analysis and Mining, ASONAM 2025, in Niagara Falls, ON, Canada, during August 25–28, 2025. The 32 full papers together with 33 short papers included in this volume were carefully r...

Social Networks Analysis and Mining

Springer International Publishing
85.59 € · eBook

Deep Graph Representation Learning Dynamic Graphs Community Tracking Radicalization Extremism Social Media Fake Profiles Detection Large Language Models Adversarial Attacks Recommendation Network Social Network Analysis Disinformation Line Graphs Dynamic Graph Clustering Obfuscated Shilling Attack

This LNCS conference 3-volume set constitutes the proceedings of the 17th International Conference on Social Networks Analysis and Mining, ASONAM 2025, in Niagara Falls, ON, Canada, during August 25–28, 2025. The 32 full papers together with 33 short papers included in this volume were carefully r...

Social Networks Analysis and Mining

Springer International Publishing
85.59 € · eBook

Deep Graph Representation Learning Dynamic Graphs Community Tracking Radicalization Extremism Social Media Fake Profiles Detection Large Language Models Adversarial Attacks Recommendation Network Social Network Analysis Disinformation Line Graphs Dynamic Graph Clustering Obfuscated Shilling Attack

This LNCS conference 3-volume set constitutes the proceedings of the 17th International Conference on Social Networks Analysis and Mining, ASONAM 2025, in Niagara Falls, ON, Canada, during August 25–28, 2025. The 32 full papers together with 33 short papers included in this volume were carefully r...

Social Networks Analysis and Mining

Springer International Publishing
85.59 € · eBook

...

Stochastic Epidemic Models with Inference

Springer International Publishing
74.89 € · eBook

...

Advances in Graph Neural Networks

Springer International Publishing
64.19 € · eBook

...

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