author:Michael I. Jordan Graphical models are a marriage between graph theory and probability theory They clarify the relationship between neural networks and related network-based models such as HMMs, MRFs, and Kalman lters Indeed, they can be
google的大规模图形处理引擎 Pregel的论文 In this paper we present a computational model suitable for this task. Programs are expressed as a sequence of iterations, in each of which a vertex can receive messages sent in the previous iteration, send messages to oth
This book provides a practical foundation for those who want to apply graph databases to real-world business solutions. You'll learn why graph database are useful, where they're applicable, and how to design and implement solutions that use them. Wi
Discover how graph databases can help you manage and query highly connected data. With this practical book, youll learn how to design and implement a graph database that brings the power of graphs to bear on a broad range of problem domains. Whethe
Graph Transformations and Model-Driven Engineering -- Essays Dedicated to Manfred Nagl on the Occasion of his 65th Birthday Lecture Notes in Computer Science 5765
Graphs are ubiquitous. There is hardly any domain in which objects and their relations cannot be intuitively represented as nodes and edges in a graph. Graph theory is a well-studied sub-discipline of mathematics, with a large body of results and a
图数据库Neo4j权威指南 The Definitive Book on Graph Databases and Introduction to Neo4j Discover how graph databases can help you manage and query highly connected data. With this practical book, you’ll learn how to design and implement a graph database that
Focused on the mathematical foundations of social media analysis, Graph-Based Social Media Analysis provides a comprehensive introduction to the use of graph analysis in the study of social and digital media. It addresses an important scientific and
Practical Graph Analytics with Apache Giraph helps you build data mining and machine learning applications using the Apache Foundation's Giraph framework for graph processing. This is the same framework as used by Facebook, Google, and other social
Title An Introduction to Combinatorics and Graph Theory Authors David Guichard Publisher: David Guichard (February 18, 2017) Language: English Book Descr iption Combinatorics is a branch of mathematics concerning the study of finite or countable dis
Most tasks require a person or an automated system to reason--to reach conclusions based on available information. The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is mo
