Data Science for Nano Image Analysis /

This book combines two distinctive topics: data science/image analysis and materials science. The purpose of this book is to show what type of nano material problems can be better solved by which set of data science methods. The majority of material science research is thus far carried out by domain...

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Bibliographic Details
Main Authors:	Park, Chiwoo (Author), Ding, Yu (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2021.
Edition:	1st ed. 2021.
Series:	International Series in Operations Research & Management Science, 308
Subjects:	Operations research. Decision making. Nanotechnology. Sociophysics. Econophysics. Operations Research/Decision Theory. Data-driven Science, Modeling and Theory Building. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Chapter 1. Introduction
Chapter 2. Image Representation
Chapter 3. Segmentation
Chapter 4. Shape Analysis
Chapter 5. Location and Dispersion Analysis
Chapter 6. Lattice Pattern Analysis
Chapter 7. Change Point Detection
Chapter 8. State Space Modeling for Size Changes
Chapter 9. Shape Change Tracking
Chapter 10. Tracking Nucleation, Growth and Aggregation
Chapter 11. Further Issues and Discussions.