ABSTRACT

Unstructured Mining Approaches to Solve Complex Scientific ProblemsAs the volume of scientific data and literature increases exponentially, scientists need more powerful tools and methods to process and synthesize information and to formulate new hypotheses that are most likely to be both true and important. Accelerating Discovery: Mining Unstructu

chapter 1|8 pages

◾ Introduction

chapter 3|8 pages

◾ Form and Function

chapter 4|20 pages

◾ Exploring Content to Find Entities

chapter 5|10 pages

◾ Organization

chapter 6|10 pages

◾ Relationships

chapter 7|10 pages

◾ Inference

chapter 8|12 pages

◾ Taxonomies

chapter 9|14 pages

◾ Orthogonal Comparison

chapter 10|12 pages

◾ Visualizing the Data Plane

chapter 11|10 pages

◾ Networks

chapter 12|2 pages

◾ Examples and Problems

chapter 17|8 pages

◾ Example: Side Effects

chapter 20|6 pages

◾ Example: Drug Repurposing

chapter 21|10 pages

◾ Example: Adverse Events

chapter 23|26 pages

◾ Conclusion and Future Work