عنوان

Accelerating discovery :

(Number (ISBN

1482239140

(Number (ISBN

9781482239140

Number

b543033

Title Proper

Accelerating discovery :

General Material Designation

[Book]

Other Title Information

mining unstructured information for hypothesis generation

First Statement of Responsibility

Scott Spangler, IBM research, San Jose, California, USA.

Place of Publication, Distribution, etc.

Boca Raton

Name of Publisher, Distributor, etc.

CRC Press, is an imprint of the Taylor & Francis Group, an Informa business

Date of Publication, Distribution, etc.

[2016] ©20

Specific Material Designation and Extent of Item

: text file, PDF.

Series Title

Chapman & Hall/CRC data mining and knowledge discovery series, 37.

Text of Note

A Chapman & Hall book.

Text of Note

Chapter 1. Introduction --;chapter 2. Why accelerate discover? / Scott Spangler and Ying Chen --;chapter 3. Form and function --;chapter 4. Exploring content to find entities --;chapter 5. Organization --;chapter 6. Relationships --;chapter 7. Inference --;chapter 8. Taxonomies --;chapter 9. Orthogonal comparison --;chapter 10. Visualizing the data plane --;chapter 11. Networks --;chapter 12. Examples and problems --;chapter 13. Problem : discovery of novel properties of known entities --;chapter 14. Problem : finding new treatments for orphan diseases from existing drugs --;chapter 15. Example : target selection based on protein network analysis --;chapter 16. Example : gene expression analysis for alternative indications --;chapter 17. Example : side effects --;chapter 18. Example : protein viscosity analysis using medline abstracts --;chapter 19. Example : finding microbes to clean up oil spills / Scott Spangler, Zarath Summers, and Adam Usadi --;chapter 20. Example : drug repurposing --;chapter 21. Example : adverse events --;chapter 22. Example : P53 kinases --;chapter 23. Conclusion and future work.

Text of Note

Accelerating Discovery: Mining Unstructured Information for Hypothesis Generation describes a novel approach to scientific research that uses unstructured data analysis as a generative tool for new hypotheses.

Data mining.

Science -- Information resources.

Science -- Methodology.

Class number

Book number

Scott Spangler, IBM research, San Jose, California, USA.

Scott Spangler

Electronic name

[Book]

Y