Mining Graph Data Available Now
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DUBLIN, Ireland--(Business Wire)--Research and Markets
(http://www.researchandmarkets.com/reports/c80299) has announced the
addition of "Mining Graph Data" to their offering.
This text takes a focused and comprehensive look at mining data
represented as a graph, with the latest findings and applications in
both theory and practice provided. Even if you have minimal background
in analyzing graph data, with this book you'll be able to represent
data as graphs, extract patterns and concepts from the data, and apply
the methodologies presented in the text to real datasets.
About the Author
DIANE J. COOK, PhD, is the Huie-Rogers Chair Professor in the
School of Electrical Engineering and Computer Science at Washington
State University. Her extensive research in artificial intelligence
and data mining has been supported by grants from the National Science
Foundation, NASA, DARPA, and Texas Instruments. Dr. Cook is the
coauthor of Smart Environments: Technology, Protocols, and
Applications.
LAWRENCE B. HOLDER, PhD, is Professor in the School of Electrical
Engineering and Computer Science at Washington State University, where
he teaches and conducts research in artificial intelligence, machine
learning, data mining, graph theory, parallel and distributed
processing, and cognitive architectures.
Topics Covered:
-- Graph Matching--Exact And Error-Tolerant Methods And The
Automatic Learning Of Edit Costs
-- Graph Visualization And Data Mining
-- Graph Patterns And The R-Mat Generator
-- Discovery Of Frequent Substructures
-- Finding Topological Frequent Patterns From Graph Datasets
-- Unsupervised And Supervised Pattern Learning In Graph Data
-- Graph Grammar Learning
-- Constructing Decision Tree Based On Chunkingless Graph-Based
Induction
-- Some Links Between Formal Concept Analysis And Graph Mining
-- Kernel Methods For Graphs
-- Kernels As Link Analysis Measures
-- Entity Resolution In Graphs
-- Mining From Chemical Graphs
-- Unified Approach To Rooted Tree Mining: Algorithms And
Applications
-- Dense Subgraph Extraction
-- Social Network Analysis
For more information, visit
http://www.researchandmarkets.com/reports/c80299
Research and Markets
Laura Wood
Senior Manager
press@researchandmarkets.com
Fax: +353 1 4100 980
Copyright Business Wire 2008
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