Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Heterogeneous Graph Representation Learning and Applications

Heterogeneous Graph Representation Learning and Applications

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9789811661662
Condition
New
Product Description

Representation learning in heterogeneous graphs (HG) is intended to provide a meaningful vector representation for each node so as to facilitate downstream applications such as link prediction, personalized recommendation, node classification, etc. This task, however, is challenging not only because of the need to incorporate heterogeneous structural (graph) information consisting of multiple types of node and edge, but also the need to consider heterogeneous attributes or types of content (e.g. text or image) associated with each node. Although considerable advances have been made in homogeneous (and heterogeneous) graph embedding, attributed graph embedding and graph neural networks, few are capable of simultaneously and effectively taking into account heterogeneous structural (graph) information as well as the heterogeneous content information of each node. In this book, we provide a comprehensive survey of current developments in HG representation learning.More importantly, we present the state-of-the-art in this field, including theoretical models and real applications that have been showcased at the top conferences and journals, such as TKDE, KDD, WWW, IJCAI and AAAI. The book has two major objectives: (1) to provide researchers with an understanding of the fundamental issues and a good point of departure for working in this rapidly expanding field, and (2) to present the latest research on applying heterogeneous graphs to model real systems and learning structural features of interaction systems. To the best of our knowledge, it is the first book to summarize the latest developments and present cutting-edge research on heterogeneous graph representation learning. To gain the most from it, readers should have a basic grasp of computer science, data mining and machine learning.

Available Colors
Available Sizes
1 Offer Price Range: $139.00 - $139.00
BEST PRICE

Single Product Purchase

$125.10
@ Link.springer.com with extra coupon Get Coupon & BUY

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$139.00 $139.00

10% OFF
This deals requires coupon Get Code Here
$125.10
See Site In stock Visit Store

Similar Products

Akustische Kommunikation

$79.99

Cell Adhesion Molecules

$169.99

Management of Fractures in Severely Osteoporotic Bone

$219.99

ECMO Retrieval Program Foundation

$219.99

Differential Geometric Methods in Theoretical Physics

$39.99

National Finance

$99.00

Nonlinear Dynamics of the Lithosphere and Earthquake Prediction

$109.99

Liebe zwischen Ehre und Engagement

$59.99

Frontiers in Gynecological Endocrinology

$54.99

Simulation dynamischer Systeme

$69.99

Einfhrung in die Mathematik fr Biologen und Chemiker

$44.99

Transport of Energetic Electrons in Solids

$119.00

Realismus als Beruf

$39.99

Staatliche Sozialversicherung, individuelle Vorsorge und Arbeitsangebot

$49.99

Ultraschalldiagnostik 90

$69.99

Concept Formation in the Humanities and the Social Sciences

$109.99

Inszenierungsarbeit und Kaufpraxis bei Personica-Objekten

$39.99

Functional Analysis

$34.99

The Entrepreneurial University

$109.99

Oracle Database Performance Tuning Recipes

$44.99

Aufgabensammlung Technische Mechanik 3

$44.99

Max Weber and Contemporary Capitalism

$54.99

Ostdeutschland

$79.99

Men in Women's Worlds

$69.99

Beginning Ruby

$49.99

Grundlagen der Betriebswirtschaftslehre fr Ingenieure

$29.99

Ministering Spiritually to Families

$54.99

Worth-Focused Design, Book 1

$59.99

Wie das Fernsehen den Krieg gewann

$29.99

A New History of Identity

$109.99

Intelligent Beam Control in Accelerators

$139.99

Wireless Mobile Communication and Healthcare

$39.99

Theory and Applications of Special Functions for Scientists and Engineers

$169.99

Fourteenth International Seaweed Symposium

$329.99

Aids: A Moral Issue

$59.99

The Nitrile Imine 1,3-Dipole

$109.99

CT and MRI in Congenital Heart Diseases

$169.99

Towards Synthesis of Micro-/Nano-systems

$109.00

Physikalisches Taschenbuch

$59.99

Lsungsorientierte Mitarbeitergewinnung

$44.99