Applications of fuzzy logic to Case-Based Reasoning

نویسندگان

  • Igor Ya. Subbotin
  • Michael Gr. Voskoglou
چکیده

The article discusses some applications of fuzzy logic ideas to formalizing of the Case-Based Reasoning (CBR) process and to measuring the effectiveness of CBR systems

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

ROBUSTNESS OF THE TRIPLE IMPLICATION INFERENCE METHOD BASED ON THE WEIGHTED LOGIC METRIC

This paper focuses on the robustness problem of full implication triple implication inference method for fuzzy reasoning. First of all, based on strong regular implication, the weighted logic metric for measuring distance between two fuzzy sets is proposed. Besides, under this metric, some robustness results of the triple implication method are obtained, which demonstrates that the triple impli...

متن کامل

An Introduction to the Use of Fuzzy Mathematics in Archeology (Case Study: Virtual Reconstruction of Togrul Tower by Using Fuzzy Reliability)

Nowadays, the use of fuzzy mathematics and fuzzy logic are increasing in various sciences. Archaeology is one of the sciences that is less attended with the methods of fuzzy mathematics and fuzzy logic. Due to the nature of many archaeological data, however, the use of such methods in archaeology can be beneficial. In this research, it has been tried to explain applications of fuzzy logic and f...

متن کامل

Soft case-based reasoning

The aim of this commentary is to discuss the contribution of soft computing—a consortium of fuzzy logic, neural network theory, evolutionary computing, and probabilistic reasoning—to the development of case-based reasoning (CBR) systems. We will describe how soft computing has been used in case representation, retrieval, adaptation, reuse, and case-base maintenance, and then present a brief sum...

متن کامل

The Role of Fuzzy Logic in Case-based Reasoning: a Survey

Case-based Reasoning (CBR) is an Artificial Intelligence (AI) paradigm that attempts to solve new problems based on its past experiences of solving similar problems. Due to the intrinsic similarity of CBR with human reasoning process, it is used for automated problem-solving. The effectiveness of CBR can be enhanced by combining it with other AI techniques. One such approach is the inclusion of...

متن کامل

4.4 Fuzzy Case-based Prediction of Cloud Ceiling and Visibility

Fuzzy logic and case-based reasoning are leading methodologies for the application of artificial intelligence. We describe a system, WIND-1, that combines fuzzy logic and casebased reasoning to produce forecasts of airport cloud ceiling and visibility. Knowledge about meteorological and temporal features that experienced forecasters use to construct analogous climatological scenarios is encoded...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • CoRR

دوره abs/1204.2018  شماره 

صفحات  -

تاریخ انتشار 2012