Bisociative Knowledge Discovery [electronic resource] : An Introduction to Concept, Algorithms, Tools, and App | Berthold, M. (Michael), SpringerLink (Online service)
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Author: Berthold, M. (Michael), SpringerLink (Online service)
Added by: sketch
Added Date: 2015-12-28
Publication Date: 2012
Language: eng
Subjects: Computer science, Computer networks, Data mining, Artificial intelligence, Optical pattern recognition, Computer science, Artificial Intelligence (incl. Robotics), Data Mining and Knowledge Discovery, Information Systems Applications (incl. Internet), User Interfaces and Human Computer Interaction, Pattern perception, Computer networks
Publishers: Berlin, Heidelberg : Springer Berlin Heidelberg
Collections: folkscanomy miscellaneous, folkscanomy, additional collections
ISBN Number: 9783642318306
Pages Count: 300
PPI Count: 300
PDF Count: 1
Total Size: 251.62 MB
PDF Size: 16.69 MB
Extensions: gif, pdf, gz, zip, torrent, mrc
Downloads: 1.12K
Views: 51.12
Total Files: 15
Media Type: texts
Description
Author: Michael R. Berthol
Published by Springer Berlin Heidelberg
ISBN: 978-3-642-31829-0
DOI: 10.1007/978-3-642-31830-6
Table of Contents:
- Towards Bisociative Knowledge Discovery
- Towards Creative Information Exploration Based on Koestler’s Concept of Bisociation
- From Information Networks to Bisociative Information Networks
- Network Creation: Overview
- Selecting the Links in BisoNets Generated from Document Collections
- Bridging Concept Identification for Constructing Information Networks from Text Documents
- Discovery of Novel Term Associations in a Document Collection
- Cover Similarity Based Item Set Mining
- Patterns and Logic for Reasoning with Networks
- Network Analysis: Overview
- BiQL: A Query Language for Analyzing Information Networks
- Review of BisoNet Abstraction Techniques
- Simplification of Networks by Edge Pruning
- Network Compression by Node and Edge Mergers
- Finding Representative Nodes in Probabilistic Graphs
- (Missing) Concept Discovery in Heterogeneous Information Networks
- Node Similarities from Spreading Activation
- Towards Discovery of Subgraph Bisociations
- Exploration: Overview
- Data Exploration for Bisociative Knowledge Discovery: A Brief Overview of Tools and Evaluation Methods
