Abstraction in Artificial Intelligence and Complex Systems (2013) .. by Lorenza Saitta & Jean-Daniel Zucker
Table of contents (13 chapters)
Front Matter … Pages i-xvi
Introduction … Pages 1-9
Lorenza Saitta, Jean-Daniel Zucker
Abstraction in Different Disciplines … Pages 11-47
Lorenza Saitta, Jean-Daniel Zucker
Abstraction in Artificial Intelligence … Pages 49-63
Lorenza Saitta, Jean-Daniel Zucker
Definitions of Abstraction … Pages 65-116
Lorenza Saitta, Jean-Daniel Zucker
Boundaries of Abstraction … Pages 117-139
Lorenza Saitta, Jean-Daniel Zucker
The KRA Model … Pages 141-177
Lorenza Saitta, Jean-Daniel Zucker
Abstraction Operators and Design Patterns … Pages 179-222
Lorenza Saitta, Jean-Daniel Zucker
Properties of the KRA Model … Pages 223-271
Lorenza Saitta, Jean-Daniel Zucker
Abstraction in Machine Learning … Pages 273-327
Lorenza Saitta, Jean-Daniel Zucker
Simplicity, Complex Systems, and Abstraction … Pages 329-362
Lorenza Saitta, Jean-Daniel Zucker
Case Studies and Applications … Pages 363-387
Lorenza Saitta, Jean-Daniel Zucker
Discussion … Pages 389-405
Lorenza Saitta, Jean-Daniel Zucker
Conclusion … Pages 407-411
Lorenza Saitta, Jean-Daniel Zucker
Back Matter … Pages 413-484