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Author | : William L. William L. Hamilton |
Publisher | : Springer Nature |
Total Pages | : 141 |
Release | : 2022-06-01 |
Genre | : Computers |
ISBN | : 3031015886 |
Download Graph Representation Learning Book in PDF, ePub and Kindle
Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learning architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical synthesis, 3D vision, recommender systems, question answering, and social network analysis. This book provides a synthesis and overview of graph representation learning. It begins with a discussion of the goals of graph representation learning as well as key methodological foundations in graph theory and network analysis. Following this, the book introduces and reviews methods for learning node embeddings, including random-walk-based methods and applications to knowledge graphs. It then provides a technical synthesis and introduction to the highly successful graph neural network (GNN) formalism, which has become a dominant and fast-growing paradigm for deep learning with graph data. The book concludes with a synthesis of recent advancements in deep generative models for graphs—a nascent but quickly growing subset of graph representation learning.
Author | : Nora Hartsfield |
Publisher | : Courier Corporation |
Total Pages | : 276 |
Release | : 2013-04-15 |
Genre | : Mathematics |
ISBN | : 0486315525 |
Download Pearls in Graph Theory Book in PDF, ePub and Kindle
Stimulating and accessible, this undergraduate-level text covers basic graph theory, colorings of graphs, circuits and cycles, labeling graphs, drawings of graphs, measurements of closeness to planarity, graphs on surfaces, and applications and algorithms. 1994 edition.
Author | : Alexander Gardner |
Publisher | : Courier Corporation |
Total Pages | : 220 |
Release | : 1959-01-01 |
Genre | : Photography |
ISBN | : 0486227316 |
Download Gardner's Photographic Sketch Book of the Civil War Book in PDF, ePub and Kindle
Photographs taken in the field provide an extraordinary commentary upon the Civil War
Author | : I. M. Gelfand |
Publisher | : Courier Corporation |
Total Pages | : 116 |
Release | : 2002-01-01 |
Genre | : Mathematics |
ISBN | : 0486425649 |
Download Functions and Graphs Book in PDF, ePub and Kindle
This volume presents students with problems and exercises designed to illuminate the properties of functions and graphs. The 1st part of the book employs simple functions to analyze the fundamental methods of constructing graphs. The 2nd half deals with more complicated and refined questions concerning linear functions, quadratic trinomials, linear fractional functions, power functions, and rational functions. 1969 edition.
Author | : Jonathan L. Gross |
Publisher | : CRC Press |
Total Pages | : 1200 |
Release | : 2003-12-29 |
Genre | : Computers |
ISBN | : 9780203490204 |
Download Handbook of Graph Theory Book in PDF, ePub and Kindle
The Handbook of Graph Theory is the most comprehensive single-source guide to graph theory ever published. Best-selling authors Jonathan Gross and Jay Yellen assembled an outstanding team of experts to contribute overviews of more than 50 of the most significant topics in graph theory-including those related to algorithmic and optimization approach
Author | : Ian Robinson |
Publisher | : "O'Reilly Media, Inc." |
Total Pages | : 161 |
Release | : 2013-06-10 |
Genre | : Computers |
ISBN | : 1449356222 |
Download Graph Databases Book in PDF, ePub and Kindle
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 brings the power of graphs to bear on a broad range of problem domains. Whether you want to speed up your response to user queries or build a database that can adapt as your business evolves, this book shows you how to apply the schema-free graph model to real-world problems. Learn how different organizations are using graph databases to outperform their competitors. With this book’s data modeling, query, and code examples, you’ll quickly be able to implement your own solution. Model data with the Cypher query language and property graph model Learn best practices and common pitfalls when modeling with graphs Plan and implement a graph database solution in test-driven fashion Explore real-world examples to learn how and why organizations use a graph database Understand common patterns and components of graph database architecture Use analytical techniques and algorithms to mine graph database information
Author | : Jonathan L. Gross |
Publisher | : CRC Press |
Total Pages | : 799 |
Release | : 2005-09-22 |
Genre | : Mathematics |
ISBN | : 158488505X |
Download Graph Theory and Its Applications, Second Edition Book in PDF, ePub and Kindle
Already an international bestseller, with the release of this greatly enhanced second edition, Graph Theory and Its Applications is now an even better choice as a textbook for a variety of courses -- a textbook that will continue to serve your students as a reference for years to come. The superior explanations, broad coverage, and abundance of illustrations and exercises that positioned this as the premier graph theory text remain, but are now augmented by a broad range of improvements. Nearly 200 pages have been added for this edition, including nine new sections and hundreds of new exercises, mostly non-routine. What else is new? New chapters on measurement and analytic graph theory Supplementary exercises in each chapter - ideal for reinforcing, reviewing, and testing. Solutions and hints, often illustrated with figures, to selected exercises - nearly 50 pages worth Reorganization and extensive revisions in more than half of the existing chapters for smoother flow of the exposition Foreshadowing - the first three chapters now preview a number of concepts, mostly via the exercises, to pique the interest of reader Gross and Yellen take a comprehensive approach to graph theory that integrates careful exposition of classical developments with emerging methods, models, and practical needs. Their unparalleled treatment provides a text ideal for a two-semester course and a variety of one-semester classes, from an introductory one-semester course to courses slanted toward classical graph theory, operations research, data structures and algorithms, or algebra and topology.
Author | : Richard J. Trudeau |
Publisher | : Courier Corporation |
Total Pages | : 242 |
Release | : 2013-04-15 |
Genre | : Mathematics |
ISBN | : 0486318664 |
Download Introduction to Graph Theory Book in PDF, ePub and Kindle
Aimed at "the mathematically traumatized," this text offers nontechnical coverage of graph theory, with exercises. Discusses planar graphs, Euler's formula, Platonic graphs, coloring, the genus of a graph, Euler walks, Hamilton walks, more. 1976 edition.
Author | : Chris Godsil |
Publisher | : Springer Science & Business Media |
Total Pages | : 453 |
Release | : 2013-12-01 |
Genre | : Mathematics |
ISBN | : 1461301637 |
Download Algebraic Graph Theory Book in PDF, ePub and Kindle
This book presents and illustrates the main tools and ideas of algebraic graph theory, with a primary emphasis on current rather than classical topics. It is designed to offer self-contained treatment of the topic, with strong emphasis on concrete examples.
Author | : Xueliang Li |
Publisher | : Springer Science & Business Media |
Total Pages | : 270 |
Release | : 2012-08-10 |
Genre | : Mathematics |
ISBN | : 1461442206 |
Download Graph Energy Book in PDF, ePub and Kindle
This book is about graph energy. The authors have included many of the important results on graph energy, such as the complete solution to the conjecture on maximal energy of unicyclic graphs, the Wagner-Heuberger’s result on the energy of trees, the energy of random graphs or the approach to energy using singular values. It contains an extensive coverage of recent results and a gradual development of topics and the inclusion of complete proofs from most of the important recent results in the area. The latter fact makes it a valuable reference for researchers looking to get into the field of graph energy, further stimulating it with occasional inclusion of open problems. The book provides a comprehensive survey of all results and common proof methods obtained in this field with an extensive reference section. The book is aimed mainly towards mathematicians, both researchers and doctoral students, with interest in the field of mathematical chemistry.