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portada Link Mining: Models, Algorithms, and Applications
Type
Physical Book
Publisher
Author
Language
English
Pages
586
Format
Paperback
Dimensions
23.4 x 15.6 x 3.1 cm
Weight
0.83 kg.
ISBN13
9781493901470
Categories

Link Mining: Models, Algorithms, and Applications

Yu, Philip S. ; Han, Jiawei ; Faloutsos, Christos (Author) · Springer · Paperback

Link Mining: Models, Algorithms, and Applications - Yu, Philip S. ; Han, Jiawei ; Faloutsos, Christos

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Synopsis "Link Mining: Models, Algorithms, and Applications"

Link-Based Clustering.- Machine Learning Approaches to Link-Based Clustering.- Scalable Link-Based Similarity Computation and Clustering.- Community Evolution and Change Point Detection in Time-Evolving Graphs.- Graph Mining and Community Analysis.- A Survey of Link Mining Tasks for Analyzing Noisy and Incomplete Networks.- Markov Logic: A Language and Algorithms for Link Mining.- Understanding Group Structures and Properties in Social Media.- Time Sensitive Ranking with Application to Publication Search.- Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions and Fast Solutions.- Discriminative Frequent Pattern-Based Graph Classification.- Link Analysis for Data Cleaning and Information Integration.- Information Integration for Graph Databases.- Veracity Analysis and Object Distinction.- Social Network Analysis.- Dynamic Community Identification.- Structure and Evolution of Online Social Networks.- Toward Identity Anonymization in Social Networks.- Summarization and OLAP of Information Networks.- Interactive Graph Summarization.- InfoNetOLAP: OLAP and Mining of Information Networks.- Integrating Clustering with Ranking in Heterogeneous Information Networks Analysis.- Mining Large Information Networks by Graph Summarization.- Analysis of Biological Information Networks.- Finding High-Order Correlations in High-Dimensional Biological Data.- Functional Influence-Based Approach to Identify Overlapping Modules in Biological Networks.- Gene Reachability Using Page Ranking on Gene Co-expression Networks.

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