Ebook: Successful Case-based Reasoning Applications-2
- Tags: Computational Intelligence, Artificial Intelligence (incl. Robotics)
- Series: Studies in Computational Intelligence 494
- Year: 2014
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
Case-based reasoning paradigms offer automatic reasoning capabilities which are useful for the implementation of human like machines in a limited sense.
This research book is the second volume in a series devoted to presenting Case-based reasoning (CBR) applications. The first volume, published in 2010, testified the flexibility of CBR, and its applicability in all those fields where experiential knowledge is available. This second volume further witnesses the heterogeneity of the domains in which CBR can be exploited, but also reveals some common directions that are clearly emerging in recent years.
This book will prove useful to the application engineers, scientists, professors and students who wish to develop successful case-based reasoning applications.
Case-based reasoning paradigms offer automatic reasoning capabilities which are useful for the implementation of human like machines in a limited sense.
This research book is the second volume in a series devoted to presenting Case-based reasoning (CBR) applications. The first volume, published in 2010, testified the flexibility of CBR, and its applicability in all those fields where experiential knowledge is available. This second volume further witnesses the heterogeneity of the domains in which CBR can be exploited, but also reveals some common directions that are clearly emerging in recent years.
This book will prove useful to the application engineers, scientists, professors and students who wish to develop successful case-based reasoning applications.
Case-based reasoning paradigms offer automatic reasoning capabilities which are useful for the implementation of human like machines in a limited sense.
This research book is the second volume in a series devoted to presenting Case-based reasoning (CBR) applications. The first volume, published in 2010, testified the flexibility of CBR, and its applicability in all those fields where experiential knowledge is available. This second volume further witnesses the heterogeneity of the domains in which CBR can be exploited, but also reveals some common directions that are clearly emerging in recent years.
This book will prove useful to the application engineers, scientists, professors and students who wish to develop successful case-based reasoning applications.
Content:
Front Matter....Pages i-vii
Case-Based Reasoning Systems....Pages 1-6
A Study of Two-Phase Retrieval for Process-Oriented Case-Based Reasoning....Pages 7-27
Non-exhaustive Trace Retrieval for Managing Stroke Patients....Pages 29-42
Evaluating a Case-Based Reasoning Architecture for the Intelligent Monitoring of Business Workflows....Pages 43-54
The COLIBRI Platform: Tools, Features and Working Examples....Pages 55-85
Case-Based Reasoning to Support Annotating Manuscripts in Digital Archives....Pages 87-120
Taaable: A Case-Based System for Personalized Cooking....Pages 121-162