Download e-book for iPad: Foundations of Soft Case-Based Reasoning by Sankar K. Pal, Simon C. K. Shiu

By Sankar K. Pal, Simon C. K. Shiu

ISBN-10: 0471644668

ISBN-13: 9780471644668

- presents a self-contained description of this significant element of data processing and selection help technology.
- provides easy definitions, ideas, purposes, and an in depth bibliography.
- Covers a variety of real-world examples together with regulate, info mining, and development recognition.

Show description

Read or Download Foundations of Soft Case-Based Reasoning PDF

Similar engineering books

Elements of Quantum Computing: History, Theories and - download pdf or read online

A quantum computing device is a working laptop or computer in accordance with a computational version which makes use of quantum mechanics, that is a subfield of physics to review phenomena on the micro point. there was a starting to be curiosity on quantum computing within the 1990's, and a few quantum pcs on the experimental point have been lately carried out.

Read e-book online Bounded Noises in Physics, Biology, and Engineering PDF

​​Since the parameters in dynamical platforms of organic curiosity are inherently optimistic and bounded, bounded noises are a usual method to version the reasonable stochastic fluctuations of a organic approach which are attributable to its interplay with the exterior global. Bounded Noises in Physics, Biology, and Engineering is the 1st contributed quantity dedicated to the modeling of bounded noises in theoretical and utilized statistical mechanics, quantitative biology, and mathematical physics.

Engineering and Management of IT-based Service Systems: An - download pdf or read online

Clever Decision-Making help platforms (i-DMSS) are really good IT-based platforms that help a few or a number of stages of the person, staff, organizational or inter-organizational determination making technique by means of deploying a few or numerous clever mechanisms. This booklet pursues the subsequent educational goals: (i) generate a compendium of caliber theoretical and utilized contributions in clever Decision-Making aid structures (i-DMSS) for engineering and administration IT-based carrier platforms (ITSS); (ii) diffuse scarce wisdom approximately foundations, architectures and potent and effective tools and methods for effectively making plans, designing, construction, working, and comparing i-DMSS for ITSS, and (iii) create an know-how of, and a bridge among ITSS and i-DMSS academicians and practitioners within the present complicated and dynamic engineering and administration ITSS organizational.

Extra info for Foundations of Soft Case-Based Reasoning

Sample text

COMPONENTS AND FEATURES OF CASE-BASED REASONING 5 as a basis for reasoning about a situation, where the model can be qualitative or quantitative. These systems are referred to as model-based systems. Case-based reasoning systems are an alternative, in many situations, to rulebased systems. In many domains and processes, referring to cases as a means of reasoning can be an advantage due to the nature of this type of problem solving. One of the most time-consuming aspects when developing a rule-based system is the knowledge acquisition task.

However, adaptation in CBR systems is still an open question because it is a complicated process that tries to manipulate case solutions. , the solution features) of the related cases. , previous cases) were supplemented by general knowledge, which is usually domain dependent. This support may range from very weak to very strong, depending on the type of CBR method. For example, in using previous patient records for medical diagnosis, a causal model of pathology and anatomy may constitute the general knowledge used by a CBR system.

In simple terms with all features weighted equally, a case that matches the present case on n features will be retrieved rather than a case that matches on only k features, where k < n. Features that are considered more important in a problem-solving situation may have their importance denoted by weighting them more heavily in the case-matching process. 2. Inductive approaches. When inductive approaches are used to determine the case-base structure, which determines the relative importance of features for discriminating among similar cases, the resulting hierarchical structure of the case base provides a reduced search space for the case retriever.

Download PDF sample

Foundations of Soft Case-Based Reasoning by Sankar K. Pal, Simon C. K. Shiu


by Jeff
4.3

Rated 4.96 of 5 – based on 38 votes